Group

Group Leader
Image

My name is Dr Claudia Lindner. I am a Sir Henry Dale Fellow and Senior Research Fellow in the Division of Informatics, Imaging & Data Sciences at The University of Manchester.

My drive and motivation comes from my passion to make a difference to people’s lives.

My research interests are in the automated analysis of medical images to study, diagnose and manage musculoskeletal disorders. I use methods from computer vision, machine learning and data science to develop accurate systems for outlining and analysing structures in widely used medical images such as radiographs.

The overall goal of my research is to transform clinically collected image data into useful medical information to benefit healthcare at individual and societal levels.

In my role as the Translation Lead for the Christabel Pankhurst Institute I focus on making research translation an integral part of health technology research, aiming to facilitate and improve the translation of research findings into benefits for society.

Current Group Members
Former Group Members
Research Staff
  • Dr Peter Thompson
  • Dr Adrian Davison
  • Dr Jon Parkinson

PhD students
  • Dr Connor Robinson

Projects

Improving the management and outcome of knee replacement surgery

We are developing a software tool to automatically analyse radiographic image information, clinical and patient-reported data to improve the management and outcome of knee replacement surgery, aiming to identify signs of poor outcome.

Automatically assessing hip migration in children with Cerebral Palsy

We are developing a computer system to support the assessment of hip migration in children with Cerebral Palsy. The ultimate goal is to automatically populate the CPIP database, introducing consistency and saving time in taking/recording the measurements.

Studying the shape of the hip and knee joints to explain common musculoskeletal diseases

We are developing tools to automatically analyse the hip and knee DXA scans taken as part of the UK Biobank imaging enhancement study.

Exploring automatically derived radiographic features of the Charcot Neuropathic Foot

We are investigating the application of machine learning techniques to derive radiographic features that could be suggestive for the early diagnosis as well as prognosis estimation of the Charcot Neuropathic Foot.

Automatically analysing wound histology biopsies

We are developing a deep learning framework to automatically analyse tissue types in wound histology biopsies, aiming to facilitate wound healing research.

Automating cephalometric tracing in orthodontics

We are developing machine learning methods to automatically locate cephalometric landmarks in 2D lateral cephalograms.

Automatically analysing skeletal structures in medical images

We are developing robust and accurate systems for locating the outlines of bones and other structures in widely used medical images such as radiographs.

Making research translation an integral part of health technology research

We are developing tools and guidance on how to translate health technology research findings into benefits for society.

Publications

  • All
  • Journals
  • Conferences (paper)
  • Conferences (abstract)
  • Books / Chapters
  • Invited contributions
  • Preprints
Automated radiographic hip morphology measurements: An open-access method
Open Access
F. Boel, S. de Vos-Jakobs, N.S. Riedstra, C. Lindner, J. Runhaar, S.M.A. Bierma-Zeinstra, and R. Agricola. Osteoarthritis Imaging, Vol. 4, No. 2, 2024. DOI: 10.1016/j.ostima.2024.100181
From Lab to Clinic: AI-Driven Musculoskeletal Image Analysis and Clinical Translation
C. Lindner. Invited talk at MEET-the-Jury Symposium, KU Leuven, Leuven, Belgium, June 2024.
Towards Application of AI in Clinical Practice: Advancements in Musculoskeletal Radiology
C. Lindner. Invited talk at Advances in Data Science and Artificial Intelligence Conference, Manchester, UK, June 2024.
AI-Based Medical Image Analysis in Musculoskeletal Disorders
C. Lindner. Invited talk at Nordic Conference on Digital Health and Wireless Solutions, Oulu, Finland, May 2024.
Dual-energy X-ray absorptiometry derived knee shape may provide a useful imaging biomarker for predicting total knee replacement: Findings from a study of 37,843 people in UK Biobank
Open Access
R.A. Beynon, F.R. Saunders, R. Ebsim, M. Frysz, B.G. Faber, J.S. Gregory, C. Lindner, A. Sarmanova, R.M. Aspden, N.C. Harvey, T. Cootes, and J.H. Tobias. Osteoarthritis and Cartilage Open, Vol. 6, No 2, 100468, 2024. DOI: 10.1016/j.ocarto.2024.100468
Association between SSM-defined hip shape and the development of hip osteoarthritis: The Multicenter Osteoarthritis Study
C.L. Lewis, M.M. van Buuren, Z. Perkins, N.S. Riedstra, J. Tang, D. Felson, C.E. Lewis, N.A. Segal, M. Nevitt, R. Agricola, J.A. Lynch, C. Lindner, K.L. Bacon, E.F. Morgan. 2024 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2024). Osteoarthritis and Cartilage, Vol. 32, Suppl. 1, pages S253-S254, 2024. DOI: 10.1016/j.joca.2024.02.366
Evaluating hip morphology based radiographic hip osteoarthritis risk prediction models on new populations: data of the world coach consortium
M.A. van den Berg, F. Boel, M.M. van Buuren, N.S. Riedstra, J. Tang, H. Ahedi, V. Arbabi, N. Arden, S. Bierma-Zeinstra, C. Boer, F. Cicuttini, T.F. Cootes, K.M. Crossley, D. Felson, et al. 2024 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2024). Osteoarthritis and Cartilage, Vol. 32, Suppl. 1, pages S72-S73, 2024. DOI: 10.1016/j.joca.2024.02.105 [Poster]
Variation in hip shape amongst the general population is unlikely to have a causal effect on the development hip osteoarthritis: findings from a GWAS meta-analysis and Mendelian randomization study
B.G. Faber, M. Frysz, J. Zheng, H. Lin, K.A. Flynn, R. Ebsim, F.R. Saunders, R. Beynon, J.S. Gregory, R.M. Aspden, N.C. Harvey, C. Lindner, T. Cootes, G. Davey Smith, D.M. Evans, X. Gao, S. Wang, J.P. Kemp, J.H. Tobias. 2024 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2024). Osteoarthritis and Cartilage, Vol. 32, Suppl. 1, pages S463-S464, 2024. DOI: 10.1016/j.joca.2024.02.688 [Poster]
Effects of Knee Flexion on Minimal Joint Space Width in Knee Osteoarthritis Patients in the IMI-APPROACH Cohort
Eva A. Bax, H. Chien Nguyen, Roel J.H. Custers, Nienke van Egmond1, Vahid Arbabi, Hassan Rayegan, Willem Paul Gielis, Claudia Lindner, Tim F. Cootes, Margreet Kloppenburg, Francisco J Blanco, Ida K. Haugen, et al. 2024 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2024). Osteoarthritis and Cartilage, Vol. 32, Issue 6, pages P804-805, 2024. DOI: 10.1016/j.joca.2024.03.069 [Poster]
Cohort profile: Worldwide Collaboration on OsteoArthritis prediCtion for the Hip (World COACH); an international consortium of prospective cohort studies with individual participant data on hip osteoarthritis
Open Access
M.M.A. van Buuren, N.S. Riedstra, M.A. van den Berg, F. Boel, H. Ahedi, V. Arbabi, N.K. Arden, S.M.A. Bierma-Zeinstra, C.G. Boer, F.M. Cicuttini, T.F. Cootes, K.M. Crossley, D.T. Felson, W.P. Gielis, J.J. Heerey, G. Jones, S. Kluzek, N.E. Lane, C. Lindner, J.A. Lynch, J.B.J. van Meurs, A. Mosler, A.E. Nelson, M.C. Nevitt, E.H.G. Oei, J. Runhaar, J. Tang, H. Weinans, and R. Agricola. BMJ Open, Vol. 14, e077907, 2024. DOI: 10.1136/bmjopen-2023-077907
The role of data representation for the design, development and evaluation of (medical imaging) AI innovations in healthcare
Open Access
C. Lindner. Invited article for Orthopaedics Online, British Orthopaedic Association, March 2024.
Comparing Fully Automated Measurement of Reimer’s Migration Percentage to Manual and Partially Automated methods from Pelvic Radiographs of Children with Cerebral Palsy
K. Hughes, Jonathan Lang, C. Lindner, T. Cootes, D. Perry and M. Gaston. British Society for Children’s Orthopaedic Surgery Annual Meeting, 2024. [Talk]
Femoral neck width genetic risk score is a novel independent risk factor for hip fractures
Open Access
J.H. Tobias, M. Nethander, B.G. Faber, S.V. Heppenstall, R. Ebsim, T. Cootes, C. Lindner, F. Saunders, J. Gregory, R.M. Aspden, N.C. Harvey, J.P. Kemp, M. Frysz, and C. Ohlsson. Journal of Bone and Mineral Research, zjae002, 2023. DOI: 10.1093/jbmr/zjae002
Comparison between UK Biobank and Shanghai Changfeng suggests distinct hip morphology may contribute to ethnic differences in the prevalence of hip osteoarthritis
Open Access
J. Zheng, M. Frysz, B.G. Faber, H. Lin, R. Ebsim, J. Ge, Y. Yong, F.R. Saunders, J.S. Gregory, R.M. Aspden, N.C. Harvey, B.H. Jiang, T. Cootes, C. Lindner, X. Gao, S. Wang, and J.H. Tobias. Osteoarthritis and Cartilage, 2023. DOI: 10.1016/j.joca.2023.10.006
Hip geometric parameters are associated with radiographic and clinical hip osteoarthritis: Findings from a cross-sectional study in UK Biobank
Open Access
S.V. Heppenstall, R. Ebsim, F.R. Saunders, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, T. Cootes, J.H. Tobias, M. Frysz, and B.G. Faber. Osteoarthritis and Cartilage, Vol. 31, No. 12, 2023. DOI: 10.1016/j.joca.2023.09.001
The identification of distinct protective and susceptibility mechanisms for hip osteoarthritis: findings from a genome-wide association study meta-analysis of minimum joint space width and Mendelian randomisation cluster analyses
Open Access
B. Faber, M. Frysz, C. Boer, D.S. Evans, R. Ebsim, K.A. Flynn, M. Lundberg, L Southam, A. Hartley, F. Saunders, C. Lindner, J. Gregory, R. Aspden, N.E. Lane, N. Harvey, D.M. Evans, E. Zeggini, G. Davey Smith, T. Cootes, J. Van Moers, J. Kemp, and J. Tobias. eBioMedicine, Vol. 95, 104759, 2023. DOI: 10.1016/j.ebiom.2023.104759
Using AI to enhance efficiency and equality of hip surveillance in children with cerebral palsy
C. Lindner. Health Data Research UK Conference 2024: The Grand Challenges in Health Data. [Talk]
Integrating Artificial Intelligence into national Cerebral Palsy hip surveillance – a pilot study
K. Hughes, C. Lindner, T. Cootes, D. Perry, H. Simpson and M. Gaston. AI in Orthopaedics Conference, Orthopaedic Research UK, 2023. [Poster]
Developing software for clinical applications: reflections on progressing BoneFinder® from research to clinical practice
C. Lindner. Invited talk at British Orthopaedic Association Annual Congress (BOA 2023), Liverpool, UK, September 2023.
The Complexity of Transferring Remote Monitoring and Virtual Care Technology Between Countries: Lessons From an International Workshop
Open Access
Q. Pham, D. Wong, K.J. Pfisterer, D. Aleman, N. Bansback, J.A. Cafazzo, A.J. Casson, B. Chan, W. Dixon, G. Kakaroumpas, C. Lindner, N. Peek, H.W. Potts, B. Ribeiro, E. Seto, C. Stockton-Powdrell, A. Thompson and S. van der Veer. Journal of Medical Internet Research, 25:e46873, 2023. DOI: 10.2196/46873
Automated Radiographic Measurements of Knee Osteoarthritis
Open Access
H. Rayegan, H.C. Nguyen, H. Weinans, W.P. Gielis, S.Y. Ahmadi Brooghani, R.J.H. Custers, N. van Egmond, C. Lindner and V. Arbabi. Cartilage, 2023. DOI: 10.1177/19476035231166126
Hip joint space width is causally related to hip osteoarthritis risk via distinct protective and susceptibility mechanisms: findings from a genome-wide association study meta-analysis
Open Access
M. Frysz, B.G. Faber, C.G. Boer, D.S. Evans, R. Ebsim, K.A. Flynn, M. Lundberg, L. Southam, A. Hartley, F.R. Saunders, C. Lindner, J.S. Gregory, R.M. Aspden, N.E. Lane, N.C. Harvey, D.M. Evans, E.Zeggini, G.D. Smith, T. Cootes, J. Van Meurs, J.P. Kemp and J.H. Tobias. Preprint, medRxiv 2023.03.01.23286618, 2023. DOI: 10.1101/2023.03.01.23286618.
Hip geometric parameters are associated with radiographic and clinical hip osteoarthritis: findings from a cross-sectional study in UK Biobank
Open Access
S.V. Heppenstall, R. Ebsim, F.R. Saunders, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, T. Cootes, J.H. Tobias, M. Frysz and B.G. Faber. Preprint, medRxiv 2023.03.28.23287740, 2023. DOI: 10.1101/2023.03.28.23287740.
A genome-wide association study meta-analysis of alpha angle suggests cam-type morphology may be a specific feature of hip osteoarthritis in older adults
Open Access
B. Faber, M. Frysz, A. Hartley, R. Ebsim, C. Boer, F. Saunders, J. Gregory, R. Aspden, N. Harvey, L Southam, W. Giles, C. Le Maitre, M. Wilkinson, J. Van Moers, E. Zeggini, T. Cootes, C. Lindner, J. Kemp, G. Davey Smith and J. Tobias. Arthritis and Rheumatology, 2023. DOI: 10.1002/art.42451
Shape and texture features in normal appearing radiographs as predictors of subsequent Charcot foot
M. deSancha, T. Cootes, C. Lindner, J. Harris, F. Bowling and A. Pillai. 9th International Symposium on the Diabetic Foot (ISDF 2023), 2023. [Talk]
BoneFinder: An AI software tool to support radiographic image assessment
Max DeSancha, Peter Thompson, Raja Ebsim, Dominic Cullen, Tim Cootes and C. Lindner. Exhibition stand (funded by the Alan Turing Institute) at AI UK 2023, London, UK, March 2023.
Automatically Measuring Paediatric Hip Radiographs in Cases of Cerebral Palsy
P. Thompson, M. Khattak, D. C. Perry, Medical Annotation Collaborative, T. F. Cootes and C. Lindner. British Society for Children’s Orthopaedic Surgery Annual Meeting, 2023. [Talk]
A novel polygenic risk score for femoral neck width predicts hip fracture
Open Access (abstract)
M. Frysz, M. Nethander, R. Ebsim, T. Cootes, C. Lindner, F.R. Saunders, J.S. Gregory, R.M. Aspden, N.C. Harvey, B.G. Faber, J.H. Tobias and C. Ohlsson. 2023 European Calcified Tissue Society Annual Meeting (ECTS 2023), 2023. DOI: /10.1002/jbm4.10738 [Talk]
Deep Learning Framework Improves Wound Histology Analysis by Accurately Segmenting Multiple Important Tissue Types
C.J. Robinson, C. Lindner, T. Cootes and S. Kurinna. 18th European Molecular Imaging Meeting (EMIM 2023), 2023. [Talk]
The association between statistical shape variations of the hip and the development of radiographic hip osteoarthritis within 8 years of follow-up: data from 17,738 hips in the World COACH Consortium
Open Access
M.M.A. van Buuren, F. Boel, N.S. Riedstra, H. Ahedi, V. Arbabi, N. Arden, S.M.A. Bierma-Zeinstra, C.G. Boer, F.M. Cicuttini, T.F. Cootes, D.T. Felson, W.P. Gielis, G. Jones, S. Kluzek, N.E. Lane, et al. 2023 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2023). Osteoarthritis and Cartilage, Vol. 31, Suppl. 1, pages S36-S38, 2023. DOI: 10.1016/j.joca.2023.01.528 [Talk]
Triradiate cartilage orientation is associated with acetabular dysplasia in 9 year olds
Open Access
F. Boel, D. Chen, S. de Vos-Jakobs, N.S. Riedstra, C. Lindner, J.J. Tolk, J. Runhaar, S.M.A. Bierma-Zeinstra and R. Agricola. 2023 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2023). Osteoarthritis and Cartilage, Vol. 31, Suppl. 1, pages S253-S255, 2023. DOI: 10.1016/j.joca.2023.01.258 [Poster]
Acetabular dysplasia is a risk factor for developing radiographic hip osteoarthritis; data from the World COACH consortium
Open Access
N.S. Riedstra , F. Boel, M.M.A. van Buuren, H. Ahedi, V. Arbabi, N. Arden, S.M.A. Bierma-Zeinstra, C.G. Boer, F.M. Cicuttini, T.F. Cootes, D.T. Felson, W.P. Gielis, G. Jones, S. Kluzek, N.E. Lane, et al. 2023 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2023). Osteoarthritis and Cartilage, Vol. 31, Suppl. 1, pages S248-S249, 2023. DOI: 10.1016/j.joca.2023.01.250 [Poster]
Pincer morphology is a risk factor for developing radiographic hip osteoarthritis; data from the World COACH consortium
Open Access
N.S. Riedstra , M.M.A. van Buuren, F. Boel, H. Ahedi, V. Arbabi, N. Arden, S.M.A. Bierma-Zeinstra, C.G. Boer, F.M. Cicuttini, T.F. Cootes, D.T. Felson, W.P. Gielis, G. Jones, S. Kluzec, N.E. Lane, et al. 2023 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2023). Osteoarthritis and Cartilage, Vol. 31, Suppl. 1, pages S249-S250, 2023. DOI: 10.1016/j.joca.2023.01.252 [Poster]
Hip geometric parameters are associated with radiographic and clinical hip osteoarthritis: findings from a cross-sectional study in UK Biobank
Open Access
S.V. Heppenstall, R. Ebsim, F.R. Saunders, C. Lindner, J.S. Gregory, N.C. Harvey, T. Cootes, J.H. Tobias, M. Frysz and B.G. Faber. 2023 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2023). Osteoarthritis and Cartilage, Vol. 31, Issue 5, P700, 2023. DOI: 10.1016/j.joca.2023.02.048 [Poster]
Achieving GM's ambitions in Health Innovation
C. Lindner. Invited panel member at pro-manchester Health Tech Conference 2022, Manchester, UK, December 2022.
Applications of AI to Study, Diagnose and Manage Musculoskeletal Disorders
C. Lindner. Invited keynote talk at 4th International Conference on Medical Imaging & Therapeutics (MIT-2022), USA, Online, December 2022.
Computer-aided analysis of radiographic imaging data to study, diagnose and manage musculoskeletal disorders
C. Lindner. Invited talk at IMechE Biomedical Engineering Division Annual Orthopaedics Meeting 2022, UK, Online, November 2022.
High bone mass and cam morphology are independently related to hip osteoarthritis: findings from the High Bone Mass Study
Open Access
B.E. Zucker, R. Ebsim, C. Lindner, S. Hardcastle, T. Cootes, J.H. Tobias, M.R. Whitehouse, C.L. Gregson, B. G. Faber and A. Hartley. BMC Musculoskeletal Disorders, Vol. 23, No. 757, 2022. DOI: 10.1186/s12891-022-05603-3
Machine-learning derived acetabular dysplasia and cam morphology are features of severe hip osteoarthritis: findings from UK Biobank
Open Access
M. Frysz, B. Faber, R. Ebsim, F. Saunders, C. Lindner, J. Gregory, R. Aspden, N. Harvey, T. Cootes and J. Tobias. Journal of Bone and Mineral Research, 2022. DOI: 10.1002/jbmr.4649
A software system to automatically assess hip migration in children with Cerebral Palsy
P. Thompson, Medical Annotation Collaborative, D.C. Perry, T.F. Cootes and C.Lindner. AI in Orthopaedics Conference, Orthopaedic Research UK, 2022. [Talk]
The association between statistical shape modeling-defined hip morphology and features of early hip osteoarthritis in young adult football players: data from the femoroacetabular impingement and hip osteoarthritis cohort (FORCe) study
Open Access
M. M. A. van Buuren, J. J. Heerey, A. Smith, K. M. Crossley, J. L. Kemp, M. J. Scholes, P. R. Lawrenson, M. G. King, W. P. Gielis, H. Weinans, C. Lindner, R.B. Souza, J.A.N. Verhaar and R. Agricola. Osteoarthritis and Cartilage Open, 2022. DOI: 10.1016/j.ocarto.2022.100275
Automation of clinical measurements on radiographs of children's hips
Open Access (submitted author version)
P. Thompson, Medical Student Annotation Collaborative, D.C. Perry, T.F. Cootes and C. Lindner. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore. Springer, Lecture Notes in Computer Science 13433, pages 419-428, 2022. DOI: 10.1007/978-3-031-16437-8_40 [Poster]
Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets
Open Access (submitted author version)
R. Ebsim, B. Faber, F. Saunders, M. Frysz, J. Gregory, N. Harvey, J. Tobias, C. Lindner and T. Cootes. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore. Springer, Lecture Notes in Computer Science 13435, pages 3-12, 2022. DOI: 10.1007/978-3-031-16443-9_1 [Poster]
Cam morphology does not appear to cause osteoarthritis: findings from a Mendelian randomisation study
Open Access (abstract)
B. Faber, M. Frysz, A. Hartley, C. Boer, R. Ebsim, L Southam, F. Saunders, J. Gregory, N. Harvey, J. Van Moers, E. Zeggini, T. Cootes, C. Lindner, J. Kemp, G. Davey Smith and J. Tobias. Bone Research Society Annual Meeting 2022. Proceedings. [Talk]
Describing the genetic architecture of hip shape: findings from UK Biobank
Open Access (abstract)
M. Frysz, B. Faber, R. Ebsim, F. Saunders, J. Gregory, N. Harvey, C. Lindner, T. Cootes, J. Kemp and J. Tobias. Bone Research Society Annual Meeting 2022. Proceedings. [Talk]
Describing the genetic architecture of minimum joint space width at the hip joint
Open Access (abstract)
B. Faber, M. Frysz, C. Boer, D. Evans, R. Ebsim, K. Flynn, M. Lundberg, L Southam, A. Hartley, F. Saunders, C. Lindner, J. Gregory, R. Aspden, N. Lane, N. Harvey, E. Zeggini, G. Davey Smith, T. Cootes, J. Van Moers, J. Kemp and J. Tobias. Bone Research Society Annual Meeting 2022. Proceedings. [Poster]
The association between hip geometry and hip osteoarthritis: findings from 40,000 UK Biobank participants
Open Access (abstract)
S. Heppenstall, R. Ebsim, F. Saunders, C. Lindner, J. Gregory, N. Harvey, T. Cootes, J. Tobias, M. Frysz, B. Faber. Bone Research Society Annual Meeting 2022. Proceedings. [Poster]
A genome wide association study of DXA-derived minimum joint space width of the hip provides further insights into its genetic architecture: findings from UK Biobank
B.G. Faber, M. Frysz, R. Ebsim, M. Lundberg, L. Southam, A. Hartley, F.R. Saunders, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, E. Zeggini, G. Davey Smith, T. Cootes, J.P. Kemp and J.H. Tobias. 2022 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2022). Osteoarthritis and Cartilage, Vol. 30, Suppl. 1, pages S47-S48, 2022. DOI: 10.1016/j.joca.2022.02.051 [Talk]
Cam morphology is not causally associated with hip osteoarthritis: findings from a Mendelian randomisation study
B.G. Faber, M. Frysz, A. Hartley, R. Ebsim, F.R. Saunders, J.S. Gregory, N.C. Harvey, E. Zeggini, T. Cootes, C. Lindner, J.P. Kemp, G. Davey Smith and J.H. Tobias. 2022 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2022). Osteoarthritis and Cartilage, Vol. 30, Suppl. 1, pages S336-337, 2022. DOI: 10.1016/j.joca.2022.02.452 [Poster]
Acetabular dysplasia and cam morphology are features of severe hip osteoarthritis: findings from a cross-sectional study in UK Biobank
M. Frysz, B. Faber, R. Ebsim, F. Saunders, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, T. Cootes and J.H. Tobias. 2022 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2022). Osteoarthritis and Cartilage, Vol. 30, Suppl. 1, pages S278, 2022. DOI: 10.1016/j.joca.2022.02.375 [Poster]
The Worldwide Collaboration on OsteoArthritis prediCtion for the Hip (World COACH) consortium: design and rationale of a consortium using individual participant data from prospective cohort studies
M.M.A. van Buuren, H. Ahedi, V. Arbabi, N. Arden, S.M.A. Bierma-Zeinstra, C.G. Boer, F.M. Cicuttini, T.F. Cootes, D.T. Felson, W.P. Gielis, G. Jones, N.E. Lane, C. Lindner, J. Lynch, J. van Meurs, et al. 2022 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2022). Osteoarthritis and Cartilage, Vol. 30, Suppl. 1, pages S253-S254, 2022. DOI: 10.1016/j.joca.2022.02.345 [Poster]
Segmentation of Multiple Tissue Types in Regenerating Wounds
Open Access (abstract)
C.J. Robinson, C. Lindner, S. Kurinna and T. Cootes. 17th European Molecular Imaging Meeting (EMIM 2022). Abstract Poster [Poster]
A novel semi-automated classifier of hip osteoarthritis on DXA images shows expected relationships with clinical outcomes in UK Biobank
Open Access
B. Faber, R. Ebsim, F. Saunders, M. Frysz, C. Lindner, J. Gregory, R. Aspden, N. Harvey, G. Davey Smith, T. Cootes and J. Tobias. Rheumatology, 2022. DOI: 10.1093/rheumatology/keab927
Radiographic hip osteoarthritis classified semi-automatically on dual-energy x-ray absorptiometry scans is strongly predictive of total hip replacement: findings from UK Biobank
Open Access (abstract)
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, G. Davey Smith, T. Cootes and J.H. Tobias. 2022 British Society of Rheumatology Annual Conference. Rheumatology, Vol. 61, Suppl. 1, keac132.020, 2022. DOI: 10.1093/rheumatology/keac132.020 [Talk]
A Fully Automatic System to Assess Foot Collapse on Lateral Weight-bearing Foot Radiographs: A Pilot Study
Open Access
J. Lauder, J. Harris, B. Layton, P. Heire, A. Sorani, M. DeSancha, A.K. Davison, C. Sammut-Powell and C. Lindner. Computer Methods and Programs in Biomedicine, Vol. 213, No. 106507, 2022. DOI: 10.1016/j.cmpb.2021.106507
Developing AI Software for Clinical Applications: An Automated System for Assessing Hip Diseases in Children
C. Lindner. Invited talk at Translational Research at Manchester 2021, Manchester, UK, December 2021.
Automated Analysis of Medical Images to Study, Diagnose and Manage Musculoskeletal Disorders
C. Lindner. Invited talk at MSK Lab Seminar, Imperial College London, UK, November 2021.
Cam morphology but neither acetabular dysplasia nor pincer morphology is associated with osteophytosis throughout the hip: findings from a cross-sectional study in UK Biobank
Open Access
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, J.S. Gregory, R.M. Aspden, N.C. Harvey, G. Davey Smith, T. Cootes, C. Lindner and J.H. Tobias. Osteoarthritis and Cartilage, Vol. 29, No. 11, pages 1521-1529, 2021. DOI: 10.1016/j.joca.2021.08.002
Osteophyte size and location on hip DXA scans are associated with hip pain: Findings from a cross sectional study in UK Biobank
Open Access
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, G. Davey Smith, T. Cootes and J.H. Tobias. Bone, 2021. DOI: 10.1016/j.bone.2021.116146
A novel semi-automated classifier of radiographic hip osteoarthritis on DXA scans is strongly predictive of pain, clinical diagnosis and joint replacement: findings from 40,000 participants in UK Biobank
Open Access (abstract)
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, G. Davey Smith, T. Cootes and J.H. Tobias. 2021 American College of Rheumatology Annual Meeting (ACR Convergence 2021), Arthritis Rheumatology, 73 (suppl 10), 2021. Proceedings. [Talk]
Developing AI Software for Clinical Applications: Automated Bone Shape Analysis with BoneFinder®
C. Lindner. Invited talk at Greater Manchester AI Foundry, Manchester, UK, September 2021.
DXA-derived hip shape predicts total hip replacement: findings from UK Biobank
M. Frysz, B.G. Faber, R. Ebsim, F.R. Saunders, C. Lindner, J.S. Gregory, R.M. Aspden, N.C. Harvey, T. Cootes and J.H. Tobias. 2021 American Society of Bone and Mineral Research Annual Meeting (ASBMR 2021). [Poster]
BoneFinder®: a software tool to enable automated bone shape analyses
C. Lindner. Invited talk at Medical Imaging Convention 2021, Birmingham, UK, September 2021.
The Association Between Statistical Shape Variations of the Hip and the Presence of a Cartilage Defect or Labral Tear on MRI in High-Impact Athletes
Open Access (abstract)
M. M. A. van Buuren, J. J. Heerey, A. Smith, J. L. Kemp, M. J. Scholes, P. R. Lawrenson, M. G. King, W. P. Gielis, H. Weinans, C. Lindner, K. M. Crossley and R. Agricola. 2021 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2021). Osteoarthritis and Cartilage, Vol. 29, Suppl. 2, pages S25-S26, 2021. DOI: 10.1016/j.joca.2021.05.039 [Poster]
Deriving alpha angle from anterior-posterior dual-energy x-ray absorptiometry scans: an automated and validated approach [version 2; peer review: 2 approved]
Open Access
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, G. Davey Smith, T. Cootes, J.H. Tobias and C. Lindner. Wellcome Open Research, 2021. DOI: 10.12688/wellcomeopenres.16656.2
Osteophyte size and location on dual-energy X-ray absorptiometry scans is related to hip pain: findings from a cross sectional study in UK Biobank
Open Access (abstract)
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, J.S. Gregory, R.M. Aspden, N.C. Harvey, G. Davey Smith, T. Cootes, C. Lindner and J.H. Tobias. 2021 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2021). Osteoarthritis and Cartilage, Vol. 29, Suppl. 1, page S44-45, 2021. DOI: 10.1016/j.joca.2021.02.065 [Talk]
Cam morphology is associated with radiographic hip osteoarthritis and hip pain in men but not in women: findings from a cross-sectional study in UK Biobank
Open Access (abstract)
B.G. Faber, R. Ebsim, F.R. Saunders, M. Frysz, J.S. Gregory, R.M. Aspden, N.C. Harvey, G. Davey Smith, T. Cootes, C. Lindner and J.H. Tobias. 2021 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2021). Osteoarthritis and Cartilage, Vol. 29, Suppl. 1, page S291-292, 2021. DOI: 10.1016/j.joca.2021.02.385 [Poster]
Knee joint shape, osteophytes and knee pain: What’s the connection?
Open Access (abstract)
F.R. Saunders, M. Frysz, A. Sarmanova, R. Ebsim, C. Lindner, J.S. Gregory, N.C. Harvey, R.M. Aspden, T. Cootes and J.H. Tobias. 2021 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2021). Osteoarthritis and Cartilage, Vol. 29, Suppl. 1, page S325-326, 2021. DOI: 10.1016/j.joca.2021.02.426 [Poster]
Statistical Shape Modeling of the Hip and the Association with Hip Osteoarthritis: a Systematic Review
Open Access
M.M.A. van Buuren, N.K. Arden, S.M.A. Bierma-Zeinstra, W.M. Bramer, N. Casartelli, D.T. Felson, G. Jones, N.E. Lane, C. Lindner, N.A. Maffiuletti, J.B.J. van Meurs, A.E. Nelson, M.C. Nevitt, P.L. Valenzuela, J.A.N. Verhaar, H. Weinans and R. Agricola. Osteoarthritis and Cartilage, Vol. 29, No. 5, pages 607-618, 2021. DOI: 10.1016/j.joca.2020.12.003
Predicting the mechanical hip–knee–ankle angle accurately from standard knee radiographs: a cross-validation experiment in 100 patients
Open Access
W.P. Gielis,H. Rayegan, V. Arabi, S.Y.A. Brooghani, C. Lindner, T.F. Cootes, P.A. de Jong, H. Weinans, R.J.H. Custer. Acta Orthopaedica, Vol. 91, No. 6, pages 732-737, 2020. DOI: 10.1080/17453674.2020.1779516
Detecting Perthes Disease and Investigating the Effects of Aging on Hip Shape in Children
Open Access (abstract)
A.K. Davison, T.F. Cootes, D.C. Perry, W. Luo, Medical Student Annotation Collaborative and C. Lindner. Bone Research Society Annual Meeting 2020. Journal of Bone & Mineral Research Plus, Vol. 5, Art. Nr. e10499, page 63, 2021. DOI: 10.1002/jbm4.10499 [Virtual Poster] (Best Clinical Poster Prize)
Development of a machine learning-based fully automated hip annotation system for DXA scans
Open Access (abstract)
R. Ebsim, C. Lindner, B. Faber, M. Frysz, F. Saunders, J. Gregory, R. Aspden, J. Parkinson, N. Harvey, J. Tobias and T. Cootes. Bone Research Society Annual Meeting 2020. Journal of Bone & Mineral Research Plus, Vol. 5, Art. Nr. e10499, page 48, 2021. DOI: 10.1002/jbm4.10499 [Virtual Poster]
BoneFinder: Automatic Analysis of (Skeletal) Structures in X-ray Images
C. Lindner. Invited talk at Henry Moseley X-Ray Imaging Facility (HMXIF) Seminar, Manchester, UK, July 2020.
The association between adult hip morphology and hip osteoarthritis: a systematic review
Open Access (abstract)
M.M.A. van Buuren, N.K. Arden, S.M.A. Bierma-Zeinstra, W.M. Bramer, N. Casartelli, D.T. Felson, G. Jones, N.E. Lane, C. Lindner, N.A. Maffiuletti, J.B.J. van Meurs, A.E. Nelson, M.C. Nevitt, et al. 2020 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2020). Osteoarthritis and Cartilage, Vol. 28, Suppl. 1, page S260-261, 2020. DOI: 10.1016/j.joca.2020.02.420 [Poster]
An automated workflow based on hip shape improves personalized risk prediction for hip osteoarthritis in the CHECK study
Open Access
W.P. Gielis, H.H. Weinans, P.M.J. Welsing, W.E. van Spil, R. Agricola, T. Cootes, P.A. de Jong and C. Lindner. Osteoarthritis and Cartilage, Vol. 28, No. 1, pages 62-70, 2020. DOI: 10.1016/j.joca.2019.09.005
A New Innovative Software to Automatically Outline Condyles In Orthopantomography
Open Access
V.B. Krishnakumar Raja, B. Sasikala, P. Elavenil, R. Sethupathy Cheeman, T. Cootes and C. Lindner. International Journal of Medical Science and Innovative Research, Vol. 4, No. 6, pages 123-134, 2019.
Lessons from Musculoskeletal Research: Developing Software for Clinical Applications
C. Lindner. Invited talk at UoM Translational Workshop in Respiratory Medicine, Wythenshawe Hospital, Manchester, UK, November 2019.
Automated shape and appearance analyses of skeletal x-ray images
C. Lindner. Invited talk at IMPC (International Mouse Phenotyping Consortium) Data Analysis Workshop, London, UK, July 2019.
Automated estimation of the mechanical Hip-Knee-Ankle angle using standard knee radiographs
W. Gielis, H. Rayegan, V. Arbabi, S.Y. Ahmadi Brooghani, C. Lindner, T.F. Cootes, P.A. de Jong, H. Weinans and R. Custers. 2019 International Cartilage Regeneration & Joint Preservation Society World Congress (ICRS 2019), Vancouver, Canada. [Poster]
Changes in bone shape are both a risk factor for and a result of hip osteoarthritis, a follow-up study in the CHECK cohort
Open Access (abstract)
W. Gielis, H. Rayegan, C. Lindner, A. K. Davison, V. Arbabi, T.F. Cootes, P.A. de Jong and H. Weinans. 2019 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2019), Toronto, Canada. Osteoarthritis and Cartilage, Vol. 27, Suppl. 1, page S320-321, 2019. DOI: 10.1016/j.joca.2017.02.036 [Poster]
Landmark Localisation in Radiographs Using Weighted Heatmap Displacement Voting
Open Access (accepted author version)
A.K. Davison, C. Lindner, D.C. Perry, W. Luo, Medical Student Annotation Collaborative and T.F. Cootes. 6th MICCAI Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging (MSKI 2018), Granada, Spain. Springer-Verlag Lecture Notes in Computer Science 11404, pages 73-85, 2018. DOI: 10.1007/978-3-030-11166-3_7 [Talk]
Perthes Disease Classification Using Shape and Appearance Modelling
Open Access (accepted author version)
A.K. Davison, T.F. Cootes, D.C. Perry, W. Luo, Medical Student Annotation Collaborative and C. Lindner. 6th MICCAI Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging (MSKI 2018), Granada, Spain. Springer-Verlag Lecture Notes in Computer Science 11404, pages 86-98, 2018. DOI: 10.1007/978-3-030-11166-3_8 [Talk]
Fully automatic teeth segmentation in adult OPG images
Open Access (accepted author version)
N. Vila Blanco, T. Cootes, C. Lindner, I. Tomás and M.J. Carreira. 6th MICCAI Workshop on Computational Methods and Clinical Applications in Musculoskeletal Imaging (MSKI 2018), Granada, Spain. Springer-Verlag Lecture Notes in Computer Science 11404, pages 11-21, 2018. DOI: 10.1007/978-3-030-11166-3_2 [Talk]
Shape and Texture Modeling of Hip Bone Density for Fracture Discrimination
Open Access (abstract)
J.A. Shepherd, A.P. Mahmoudzadeh, B. Fan, L. Chaplin, T. Cootes, J.A. Cauley, P. Cawthon, S. Cummings, F. Liu, C. Lindner, R. Murphy, M. Visser and A. Schwartz. 2017 Annual Meeting of the American Society for Bone and Mineral Research (ASBMR 2017), Colorado Convention Center, Denver, USA. Journal of Bone and Mineral Research, Vol. 32, page S178, 2017. DOI: 10.1002/jbmr.3363 [Poster]
Adaptable landmark localisation: applying model transfer learning to a shape model matching system
Open Access (accepted author version)
C. Lindner, D. Waring, B. Thiruvenkatachari, K. O'Brien and T. Cootes. 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec City, Quebec, Canada. Springer-Verlag Lecture Notes in Computer Science 10433, pages 144-151, 2017. DOI: 10.1007/978-3-319-66182-7_17 [Poster]
Automated Image Interpretation Using Statistical Shape Models
Available from Elsevier
C. Lindner. Chapter 1 in “Statistical Shape and Deformation Analysis: Methods, Implementation and Applications”, G. Zheng, S. Li and G. Szekely, editors. Academic Press, pages 3-32, 2017. DOI: 10.1016/B978-0-12-810493-4.00002-X
Automatic Annotation of Radiographs using Random Forest Regression Voting for Building Statistical Models for Skeletal Maturity
Open Access
S.A. Adeshina, C. Lindner and T.F. Cootes. International Journal of Computer Techniques, Vol. 4, No. 1, 2017.
Prediction of risk for radiographic hip osteoarthritis in subjects with early osteoarthritis of hip or knee
Open Access (abstract)
W.P. Gielis, H.H. Weinans, W.E. van Spil, T.F. Cootes, P.A. de Jong and C. Lindner. 2017 Osteoarthritis Research Society International World Congress on Osteoarthritis (OARSI 2017), Caesar's Palace, Las Vegas, USA. Osteoarthritis and Cartilage, Vol. 25, Suppl. 1, page S12, 2017. DOI: 10.1016/j.joca.2017.02.036 [Talk]
New software to automatically outline bones in OPG
Open Access (presentation slides)
B. Sasikala, V.B. Krishnakumar Raja, T.F. Cootes and C. Lindner. 41st Annual Congress of Association of Oral and Maxillofacial Surgeons of India (AOMSI 2016), Gujarat, India. Congress Handbook, page 167, OP-TM7, 2016. [Talk]
Fully Automatic System for Accurate Localisation and Analysis of Cephalometric Landmarks in Lateral Cephalograms
Open Access
C. Lindner, C.-W. Wang, C.-T. Huang, C.-H. Li, S.-W. Chang and T. Cootes. Scientific Reports, Vol. 6, Art. Nr. 33581, 2016. DOI: 10.1038/srep33581
Multi-point Regression Voting for Shape Model Matching
Open Access
P.A. Bromiley, C. Lindner, J. Thomson, M. Wrigley and T.F. Cootes. 20th International Conference On Medical Imaging Understanding and Analysis (MIUA) 2016, Loughborough, UK. Elsevier Procedia Computer Science, Vol. 90, pages 48-53, 2016. DOI: 10.1016/j.procs.2016.07.009 [Talk]
Fully automated radiographic knee shape analysis of the OAI dataset: Is knee shape asymmetry an early indicator of unilateral knee OA?
Open Access (abstract)
C. Lindner and T.F. Cootes. 9th International Workshop on Osteoarthritis Imaging (IWOAI) 2016, Oulu, Finland. Workshop Proceedings, page 57, 2016. [Poster]
A benchmark for comparison of dental radiography analysis algorithms
Open Access
C.-W. Wang, C.-T. Huang, J.-H. Lee, C.-H. Li, S.-W. Chang, M.-J. Siao, T.-M. Lai, B. Ibragimov, T. Vrtovec, O. Ronneberger, P. Fischer, T.F. Cootes and C. Lindner. Medical Image Analysis, Vol. 31, pages 63-76, 2016. DOI: 10.1016/j.media.2016.02.004
BoneFinder: Automated Bone Shape and Appearance Analysis in 2D Radiographs
Open Access (abstract)
C. Lindner. Invited talk at Berliner Colloquium für Wissenschaftliche Visualisierung, Konrad-Zuse-Zentrum für Informationstechnik Berlin (ZIB), Berlin, Germany. November, 2015.
Learning-based Shape Model Matching: Training Accurate Models with Minimal Manual Input
Open Access (accepted author version)
C. Lindner, J. Thomson, The arcOGEN Consortium and T.F. Cootes. 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2015, Part III), Munich, Germany. Springer-Verlag Lecture Notes in Computer Science 9351, pages 580-587, 2015. DOI: 10.1007/978-3-319-24574-4_69 [Poster]
Cake-cutting: Fair Division of Divisible Goods
Available from Springer
C. Lindner and J. Rothe. Chapter 7 in “Economics and Computation: An Introduction to Algorithmic Game Theory, Computational Social Choice, and Fair Division”, J. Rothe, editor. Springer-Verlag Berlin Heidelberg, pages 393-491, 2015. DOI: 10.1007/978-3-662-47904-9
Investigation of Association between Hip Osteoarthritis Susceptibility Loci and Radiographic Proximal Femur Shape
Open Access
C. Lindner, S. Thiagarajah, J.M. Wilkinson, K. Panoutsopoulou, A.G. Day-Williams, The arcOGEN Consortium, T.F. Cootes and G.A. Wallis. Arthritis & Rheumatology, Vol. 67, No. 8, pages 2076-2084, 2015. DOI: 10.1002/art.39186
Fully Automatic Cephalometric Evaluation using Random Forest Regression-Voting
Open Access (accepted author version)
C. Lindner and T.F. Cootes. IEEE International Symposium on Biomedical Imaging (ISBI) 2015 – Grand Challenges in Dental X-ray Image Analysis – Automated Detection and Analysis for Diagnosis in Cephalometric X-ray Image, 2015. [Talk] (1st Prize Challenge Winner)
Robust and Accurate Shape Model Matching using Random Forest Regression-Voting
Open Access
C. Lindner, P.A. Bromiley, M.C. Ionita and T.F. Cootes. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, No. 9, pages 1862-1874, 2015. DOI: 10.1109/TPAMI.2014.2382106
Automatic segmentation of carpal area bones with random forest regression voting for estimating skeletal maturity in infants
Open Access (accepted author version)
S.A. Adeshina, C. Lindner and T.F. Cootes. 11th International Conference on Electronics, Computer and Computation (ICECCO 2014), Abuja, Nigeria. DOI: 10.1109/ICECCO.2014.6997559
Automatic Extraction of Hand-Bone Shapes using Random Forest Regression-Voting in the Constrained Local Model Framework
Open Access (accepted author version) [Talk]
C. Lindner and T.F. Cootes. 1st International Symposium on Statistical Shape Models (SHAPE 2014), Delmont, Switzerland. Congress Handbook, page 17, 2014.
Increasing Shape Modelling Accuracy by Adjusting for Subject Positioning: An Application to the Analysis of Radiographic Proximal Femur Symmetry using Data from the Osteoarthritis Initiative
Open Access
C. Lindner, G.A. Wallis and T.F. Cootes. Bone, Vol. 61, pages 64-70, 2014. DOI: 10.1016/j.bone.2014.01.003
Development of a Fully Automatic Shape Model Matching (FASMM) System to Derive Statistical Shape Models from Radiographs: Application to the Accurate Capture and Global Representation of Proximal Femur Shape
Open Access (accepted author version)
C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes. Osteoarthritis and Cartilage, Vol. 21, No. 10, pages 1537-1544, 2013. DOI: 10.1016/j.joca.2013.08.008
Analysis of Proximal Femur Symmetry using Statistical Shape Models based on Data from the Osteoarthritis Initiative
Open Access (accepted author version)
C. Lindner, G.A. Wallis and T.F. Cootes. Bone Research Society & British Orthopaedic Research Society Joint Annual Meeting 2013, Oxford. The Bone and Joint Journal. [Talk]
Accurate Bone Segmentation in 2D Radiographs using Fully Automatic Shape Model Matching based on Regression-Voting
Open Access (accepted author version)
C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes. 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2013, Part II), Nagoya, Japan. Springer-Verlag Lecture Notes in Computer Science 8150, pages 181-189, 2013. DOI: 10.1007/978-3-642-40763-5_23 [Poster]
Fully Automatic Segmentation of the Proximal Femur using Random Forest Regression Voting
Open Access (accepted author version)
C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes. IEEE Transactions on Medical Imaging, Vol. 32, No. 8, pages 1462-1472, 2013. DOI: 10.1109/TMI.2013.2258030
Fully Automatic System to Accurately Segment the Proximal Femur in Anteroposterior Pelvic Radiographs
Open Access (abstract)
C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes. UK Radiological Congress (UKRC) 2013, Liverpool, UK. Congress Handbook, page 56, 2013. [Talk]
Fully Automatic Proximal Femur Segmentation in Pelvic Radiographs using Random Forest Regression Voting
Open Access (abstract)
C. Lindner. Invited talk at the Rank Prize Funds Symposium on Medical Imaging Meets Computer Vision, Grasmere, UK. March, 2013.
Accurate Fully Automatic Femur Segmentation in Pelvic Radiographs using Regression Voting
Open Access (accepted author version)
C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes. 15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2012, Part III), Nice, France. Springer-Verlag Lecture Notes in Computer Science 7512, pages 353-360, 2012. DOI: 10.1007/978-3-642-33454-2_44 [Poster] (MICCAI Travel Award)
Robust and Accurate Shape Model Fitting using Random Forest Regression Voting
Open Access (accepted author version)
T.F. Cootes, M. Ionita, C. Lindner and P. Sauer. 12th European Conference on Computer Vision (ECCV 2012, Part VII), Florence, Italy. Springer-Verlag Lecture Notes in Computer Science 7578, pages 278-291, 2012. DOI: 10.1007/978-3-642-33786-4_21 [Poster]
Einführung in Computational Social Choice: Individuelle Strategien und kollektive Entscheidungen beim Spielen, Wählen und Teilen
Available from Springer
J. Rothe, D. Baumeister, C. Lindner and I. Rothe. Springer Spektrum, Heidelberg, xii+375 pp., 2011. DOI: 10.1007/978-3-8274-2571-3
Short-term Variability of Proximal Femur Shape in Anteroposterior Pelvic Radiographs
Open Access (accepted author version)
C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes. 15th Conference on Medical Image Understanding and Analysis (MIUA 2011), London, UK. BMVA Press, pages 69-73, 2011. [Poster]
A Market-Affected Sealed-Bid Auction Protocol
Open Access (accepted author version)
C. Lindner. 6th Hellenic Conference on Artificial Intelligence (SETN 2010), Athens, Greece. Springer-Verlag Lecture Notes in Artificial Intelligence 6040, pages 193-202, 2010. [Talk] (Best Student Paper Award)
Degrees of Guaranteed Envy-Freeness in Finite Bounded Cake-Cutting Protocols
Open Access (accepted author version)
C. Lindner and J. Rothe. 5th Workshop on Internet & Network Economics (WINE 2009), Rome, Italy. Springer-Verlag Lecture Notes in Computer Science 5929, pages 149-159, 2009. [Talk]
Degrees of Guaranteed Envy-Freeness in Finite Bounded Cake-Cutting Protocols
Open Access
C. Lindner and J. Rothe. Technical Report arXiv:0902.0620v5 [cs.GT], ACM Computing Research Repository (CoRR), 37 pages, 2009.
Ultrasound Examinations of the Tongue while Playing Wind Instruments
Open Access (abstract)
W. Angerstein, A. Isselstein, C. Lindner, V. Aurich and T. Massing. International Congress on Music Physiology and Musicians’ Medicine, Freiburg, Germany. Musikphysiologie und Musikermedizin, vol. 16, no. 1, pages 7-8, 2009. [Talk]
Fixed-Parameter Tractability and Parameterized Complexity Applied to Problems from Computational Social Choice
Open Access
C. Lindner and J. Rothe. Invited supplement in the Mathematical Programming Glossary, A. Holder, editor. INFORMS Computing Society, October 2008.
An algorithm for Pseudo-3D-Representation of the Contour of the Tongue while Playing the Didgeridoo
Open Access (poster)
C. Lindner, W. Angerstein, V. Aurich and T. Massing. International Symposium on Musical Acoustics (ISMA 2007), Barcelona, Spain. J. Agulló and A. Barjau, editors, ETSEIB, Department of Mechanical Engineering, Universitat Politècnica de Catalunya, pages 40-48, 2007. [Talk]

Short CV

Since Aug-2022
Sir Henry Dale Fellow, Senior Research Fellow in Translational Medical Imaging

Division of Informatics, Imaging & Data Sciences

Faculty of Biology, Medicine and Health (FBMH)

The University of Manchester, UK


Professional activities and outreach:

Oct-2021 to Jul-2022
Sir Henry Dale Fellow, Research Fellow in Translational Medical Imaging

Division of Informatics, Imaging & Data Sciences

Faculty of Biology, Medicine and Health

The University of Manchester, UK


Professional activities and outreach:

Jul-2021 to Sep-2021
Lecturer in Health Data Science

Division of Informatics, Imaging & Data Sciences

Faculty of Biology, Medicine and Health

The University of Manchester, UK


Professional activities and outreach:

Feb-2018 to Jul-2021
Rutherford Fund Fellow at Health Data Research (HDR) UK

Division of Informatics, Imaging & Data Sciences

Faculty of Biology, Medicine and Health

The University of Manchester, UK


Professional activities and outreach:

Aug-2016 to Feb-2018
Research Fellow in Medical Image Computing

Division of Informatics, Imaging & Data Sciences

Centre for Imaging Sciences

The University of Manchester, UK


Professional activities and outreach:

  • Academic Tutor for the Manchester Access Programme in ICT
  • Research Staff Representative at the Centre for Imaging Sciences
  • Research Staff Representative at faculty level on the Faculty of Biology, Medicine and Health Research Staff Forum
  • STEM Ambassador (STEM Learning Ltd.)

Oct-2014 to Jul-2016
Research Associate in Image Computing

Centre for Imaging Sciences

The University of Manchester, UK


Professional activities and outreach:

  • Academic Tutor for the Manchester Access Programme in Business and ICT
  • Research Staff Representative at the Centre for Imaging Sciences
  • Research Staff Representative for the Centre for Imaging Sciences on the Institute of Population Health Board
  • Research staff representative for the Institute of Population Health on the FMHS Research Staff Forum
  • STEM Ambassador (STEM Learning Ltd.)

Sep-2010 to Oct-2014
PhD in Medical Computer Science
Statistical Shape Analysis of the Proximal Femur: Development of a Fully Automatic Segmentation System and its Applications

The University of Manchester, UK


Professional activities and outreach:

  • Academic Tutor for the Manchester Access Programme in Business and ICT
  • Postgraduate Student Representative at the Centre for Imaging Sciences
  • Treasurer at the Faculty of Medical and Human Sciences Graduate Society
  • STEM Ambassador (STEM Learning Ltd.)

Sep-2008 to Jun-2010
Research Assistant in Theoretical Computer Science
Computational Foundations of Social Choice

Heinrich-Heine-Universität Düsseldorf, Germany


Teaching:

  • Tutorial in Cake-cutting Algorithms (Winter 2009/2010)
  • Seminar in Cryptology (Winter 2008/2009)

Oct-2007 to Mar-2008
IT Project Officer

Information Division

Royal Brisbane and Women’s Hospital

Queensland Health, Australia

Jun-2006 to Oct-2007
PgD in Business Administration (part-time)

University of the Sunshine Coast, Australia

Oct-2005 to Jul-2007
MSc (Hons) in Computer Science
Final grade: 1.0, with distinction

Heinrich-Heine-Universität Düsseldorf, Germany

Feb-2006 to Jun-2006
PgC in International Business

University of the Sunshine Coast, Australia

Oct-2002 to Aug-2005
BSc (Hons) in Computer Science
Final grade: 1.3, first class honours

Heinrich-Heine-Universität Düsseldorf, Germany

Jul-2002 to Jul-2007
IT Specialist

HKS Informatik GmbH, Germany

Aug-2000 to Jun-2002
Apprentice IT Specialist in Software Engineering

HKS Informatik GmbH, Germany

Prizes & Awards

03/2024 Best Flash Presentation Award at the Joint National BRC Imaging Network & NIHR Imaging Group Meeting 2024, Manchester, UK
03/2024 Best Lightning Talk Award at the Health Data Research UK Conference 2024, Leeds, UK
03/2023 Innovation Enabling Award, Researcher to Innovator (R2I) Programme, University of Manchester, Manchester, UK [£5,000]
03/2023 Highly Commended for Best Oral Presentation (awarded to Peter Thompson) at the British Society for Children's Orthopaedic Surgery Annual Meeting, Southampton, UK
09/2021 Wellcome-Beit Prize for Outstanding Biomedical Scientists, Wellcome Trust [£25,000]
09/2021 Best Outstanding Contribution to the Research Staff Environment, Research Staff Excellence Award, The University of Manchester, Manchester, UK
07/2020 Best Clinical Poster Prize (awarded to Adrian Davison) at the Bone Research Society Annual Meeting 2020, Online
05/2019 Highly Commended at the 2019 L’Oréal-UNESCO UK & Ireland Fellowships for Women in Science programme, London, UK
04/2015 1st Prize at ISBI 2015 Grand Challenges in Dental X-ray Image Analysis – Automated Detection and Analysis for Diagnosis in Cephalometric X-ray Image, New York, USA
11/2013 Honourable Mention at the Annual BII Showcase Poster Competition, Biomedical Imaging Institute, The University of Manchester, Manchester, UK
03/2013 Best Student Talk Award at the Annual Centre for Imaging Sciences Student Symposium, The University of Manchester, Manchester, UK
05/2010 Best Student Paper Award at SETN 2010 (Hellenic Conference on Artificial Intelligence), Athens, Greece
2012-2016 Various travel awards (including from Medical Image Computing and Computer Assisted Intervention Society, British Machine Vision Association, CVPR Women in Computer Vision, Bone Research Society)

Grants

Awarded 01/2023 PI on BBSRC Flexible Talent Mobility Account (FTMA) Award on Industry secondment for Research Associate Peter Thompson to Manchester Imaging Ltd (MIL)
Awarded 11/2022 PI on Wellcome Trust iTPA Flexible Fund Award on Development of an interactive translational roadmap web-tool to guide health technology research and innovation
Awarded 10/2022 PI on Wellcome Trust iTPA Access to Expertise Award (A2E) on Developing a technical and regulatory strategy to implement automated radiographic assessment into the Cerebral Palsy Integrated Pathway programme
Awarded 09/2021 PI on Sir Henry Dale Fellowship jointly funded by the Wellcome Trust and the Royal Society on Developing a software system to improve the management and outcome of knee replacement surgery by combining radiographic image information with clinical and patient data
Awarded 06/2021 Co-investigator on NIHR Artificial Intelligence (AI) in Health and Care Award on An Automated System for Measuring Hip Dysplasia in Children with Cerebral Palsy
Awarded 09/2020 PI on Wellcome Trust iTPA Projects for Translation Award (P4T) on An Automated Software System for Monitoring Developmental Dysplasia of the Hip in Childre
Awarded 09/2020 PI on Wellcome Trust iTPA Access to Expertise Award (A2E) on Establishing a data sharing platform between clinicians and researchers for studying children's hip disease
Awarded 02/2018 PI on Rutherford Fund Fellowship at HDR UK on Fully automated system for the analysis of the efficacy of knee replacement surgery
Awarded 12/2017 Co-investigator on Wellcome Trust Collaborator Award on The role of bone and joint size and shape in explaining common musculoskeletal diseases
Awarded 07/2016 Co-investigator on Arthritis Research UK Project Grant on ORCHID STUDY - Outcomes Research in Children’s HIp Disease
Awarded 10/2014 Co-investigator on EPSRC Project Grant on Robust Systems for Automated Analysis of Structures in 2D Medical Images
Awarded 03/2010 Medical Research Council (MRC) DTG Studentship

Contact

Claudia Lindner

claudia.lindner(at)manchester.ac.uk

+44(0)161 275 5140


Division of Informatics, Imaging & Data Sciences,
Stopford Building (G526a),
The University of Manchester,
Manchester, M13 9PT

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