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 | 362 | 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 | 96 | 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 | 83 | 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 | 78 | 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 | 76 | 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 | 75 | 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 | 58 | 2021 |
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 | 47 | 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 | 39 | 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 | 37 | 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 | 37 | 2014 |
Handbook of imaging in biological mechanics CP Neu, GM Genin CRC press, 2014 | 36 | 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 | 33 | 2017 |
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 | 28 | 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 | 27 | 2015 |
Physical Activity Is Associated with Changes in Knee Cartilage Microstructure E Halilaj, TJ Hastie, GE Gold, SL Delp Osteoarthritis and cartilage, 2018 | 25 | 2018 |
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 | 21 | 2021 |
Polar histograms of curvature for quantifying skeletal joint shape and congruence E Halilaj, DH Laidlaw, DC Moore, JJ Crisco Journal of Biomechanical Engineering 136 (9), 094503, 2014 | 19 | 2014 |
Changes in local bone density in early thumb carpometacarpal joint osteoarthritis JJ Schreiber, TJ McQuillan, E Halilaj, JJ Crisco, AP Weiss, T Patel, ... The Journal of hand surgery 43 (1), 33-38, 2018 | 18 | 2018 |
Automated staging of knee osteoarthritis severity using deep neural networks S Suresha, L Kidziński, E Halilaj, GE Gold, SL Delp Osteoarthritis and Cartilage 26, S441, 2018 | 17 | 2018 |