Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities E Halilaj, A Rajagopal, M Fiterau, JL Hicks, TJ Hastie, SL Delp Journal of biomechanics 81, 1-11, 2018 | 418 | 2018 |
Automated classification of radiographic knee osteoarthritis severity using deep neural networks KA Thomas, Ł Kidziński, E Halilaj, SL Fleming, GR Venkataraman, ... Radiology: Artificial Intelligence 2 (2), e190065, 2020 | 134 | 2020 |
In vivo kinematics of the trapeziometacarpal joint during thumb extension-flexion and abduction-adduction JJ Crisco, E Halilaj, DC Moore, T Patel, APC Weiss, AL Ladd The Journal of hand surgery 40 (2), 289-296, 2015 | 89 | 2015 |
Modeling and Predicting Osteoarthritis Progression: Data from the Osteoarthritis Initiative E Halilaj, Y Le, JL Hicks, TJ Hastie, SL Delp Osteoarthritis and Cartilage, 2018 | 86 | 2018 |
In vivo kinematics of the thumb carpometacarpal joint during three isometric functional tasks E Halilaj, MJ Rainbow, C Got, JB Schwartz, DC Moore, APC Weiss, ... Clinical Orthopaedics and Related Research® 472, 1114-1122, 2014 | 86 | 2014 |
The morphology of the thumb carpometacarpal joint does not differ between men and women, but changes with aging and early osteoarthritis E Halilaj, DC Moore, DH Laidlaw, CJ Got, APC Weiss, AL Ladd, JJ Crisco Journal of biomechanics 47 (11), 2709-2714, 2014 | 82 | 2014 |
Estimation of kinematics from inertial measurement units using a combined deep learning and optimization framework E Rapp, S Shin, W Thomsen, R Ferber, E Halilaj Journal of Biomechanics 116, 110229, 2021 | 70 | 2021 |
Wham: Reconstructing world-grounded humans with accurate 3d motion S Shin, J Kim, E Halilaj, MJ Black Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 52 | 2024 |
A thumb carpometacarpal joint coordinate system based on articular surface geometry E Halilaj, MJ Rainbow, CJ Got, DC Moore, JJ Crisco Journal of Biomechanics 46 (5), 1031-1034, 2013 | 51 | 2013 |
In vivo recruitment patterns in the anterior oblique and dorsoradial ligaments of the first carpometacarpal joint E Halilaj, MJ Rainbow, DC Moore, DH Laidlaw, APC Weiss, AL Ladd, ... Journal of biomechanics 48 (10), 1893-1898, 2015 | 42 | 2015 |
Early osteoarthritis of the trapeziometacarpal joint is not associated with joint instability during typical isometric loading E Halilaj, DC Moore, TK Patel, AL Ladd, APC Weiss, JJ Crisco Journal of Orthopaedic Research® 33 (11), 1639-1645, 2015 | 39 | 2015 |
Is early osteoarthritis associated with differences in joint congruence? M Conconi, E Halilaj, VP Castelli, JJ Crisco Journal of biomechanics 47 (16), 3787-3793, 2014 | 39 | 2014 |
Handbook of imaging in biological mechanics CP Neu, GM Genin CRC press, 2014 | 37 | 2014 |
ShortFuse: biomedical time series representations in the presence of structured information M Fiterau, S Bhooshan, J Fries, C Bournhonesque, J Hicks, E Halilaj, ... Proceedings of Machine Learning Research 68, 59-74, 2017 | 34 | 2017 |
Physical Activity Is Associated with Changes in Knee Cartilage Microstructure E Halilaj, TJ Hastie, GE Gold, SL Delp Osteoarthritis and cartilage, 2018 | 30 | 2018 |
Older asymptomatic women exhibit patterns of thumb carpometacarpal joint space narrowing that precede changes associated with early osteoarthritis E Halilaj, DC Moore, TK Patel, DH Laidlaw, AL Ladd, APC Weiss, ... Journal of biomechanics 48 (13), 3634-3640, 2015 | 30 | 2015 |
The envelope of physiological motion of the first carpometacarpal joint JJ Crisco, T Patel, E Halilaj, DC Moore Journal of biomechanical engineering 137 (10), 101002, 2015 | 30 | 2015 |
American society of biomechanics early career achievement award 2020: Toward portable and modular biomechanics labs: How video and IMU fusion will change gait analysis E Halilaj, S Shin, E Rapp, D Xiang Journal of Biomechanics 129, 110650, 2021 | 27 | 2021 |
IMU and smartphone camera fusion for knee adduction and knee flexion moment estimation during walking T Tan, D Wang, PB Shull, E Halilaj IEEE Transactions on Industrial Informatics 19 (2), 1445-1455, 2022 | 26 | 2022 |
Fusion of video and inertial sensing data via dynamic optimization of a biomechanical model O Pearl, S Shin, A Godura, S Bergbreiter, E Halilaj Journal of biomechanics 155, 111617, 2023 | 23 | 2023 |