{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:40:06Z","timestamp":1750297206030,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,11,8]],"date-time":"2024-11-08T00:00:00Z","timestamp":1731024000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100004070","name":"Khalifa University of Science, Technology and Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004070","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,11,8]]},"DOI":"10.1145\/3707127.3707160","type":"proceedings-article","created":{"date-parts":[[2025,2,6]],"date-time":"2025-02-06T12:34:06Z","timestamp":1738845246000},"page":"198-203","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Deep Learning Models to Predict Hip Joint Kinetics From Kinematics During Gait"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2811-4379","authenticated-orcid":false,"given":"Abdul Aziz","family":"Hulleck","sequence":"first","affiliation":[{"name":"Khalifa University, Abu Dhabi, United Arab Emirates"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1868-1003","authenticated-orcid":false,"given":"Aamna","family":"Alshehhi","sequence":"additional","affiliation":[{"name":"Khalifa University, Abu Dhabi, United Arab Emirates"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8131-3129","authenticated-orcid":false,"given":"Muhammad","family":"Abdullah","sequence":"additional","affiliation":[{"name":"Khalifa University, Abu Dhabi, United Arab Emirates"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3723-2705","authenticated-orcid":false,"given":"Rateb","family":"Katmah","sequence":"additional","affiliation":[{"name":"Khalifa University, Abu Dhabi, United Arab Emirates"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3878-2621","authenticated-orcid":false,"given":"Kinda","family":"Khalaf","sequence":"additional","affiliation":[{"name":"Khalifa University, Abu Dhabi, United Arab Emirates"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0394-0079","authenticated-orcid":false,"given":"Marwan","family":"El-Rich","sequence":"additional","affiliation":[{"name":"Khalifa University, Abu Dhabi, United Arab Emirates"}]}],"member":"320","published-online":{"date-parts":[[2025,2,6]]},"reference":[{"key":"e_1_3_3_1_1_2","first-page":"1372","volume":"201","author":"Murphy L.B.","unstructured":"Murphy, L.B., et al., One in four people may develop symptomatic hip osteoarthritis in his or her lifetime. Osteoarthritis and Cartilage, 2010. 18(11): p. 1372-1379.","journal-title":"Osteoarthritis and Cartilage"},{"key":"e_1_3_3_1_2_2","volume":"202","author":"LaPrade M.D.","unstructured":"LaPrade, M.D., et al., Incidence of Hip Dysplasia Diagnosis in Young Patients With Hip Pain: A Geographic Population Cohort Analysis. Orthopaedic Journal of Sports Medicine, 2021. 9(3): p. 2325967121989087.","journal-title":"A Geographic Population Cohort Analysis. Orthopaedic Journal of Sports Medicine"},{"key":"e_1_3_3_1_3_2","volume-title":"JBJS","author":"Maradit Kremers H.","year":"2015","unstructured":"Maradit Kremers, H., et al., Prevalence of Total Hip and Knee Replacement in the United States. JBJS, 2015. 97(17)."},{"key":"e_1_3_3_1_4_2","first-page":"e072462","volume-title":"BMJ Open","author":"Sabah S.A.","year":"2023","unstructured":"Sabah, S.A., et al., Epidemiology of revision hip replacement surgery in the UK over the past 15 years\u2014an analysis from the National Joint Registry. BMJ Open, 2023. 13(10): p. e072462."},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0179820"},{"key":"e_1_3_3_1_6_2","first-page":"1921","volume":"201","author":"Murphy N.J.","unstructured":"Murphy, N.J., J.P. Eyles, and D.J. Hunter, Hip Osteoarthritis: Etiopathogenesis and Implications for Management. Advances in Therapy, 2016. 33(11): p. 1921-1946.","journal-title":"Therapy"},{"key":"e_1_3_3_1_7_2","first-page":"917","volume":"201","author":"Liao T.","unstructured":"Liao, T.-C., et al., Abnormal Joint Loading During Gait in Persons With Hip Osteoarthritis Is Associated With Symptoms and Cartilage Lesions. Journal of Orthopaedic & Sports Physical Therapy, 2019. 49(12): p. 917-924.","journal-title":"Journal of Orthopaedic & Sports Physical Therapy"},{"key":"e_1_3_3_1_8_2","first-page":"10073","volume-title":"Scientific Reports","author":"Palmowski Y.","year":"2021","unstructured":"Palmowski, Y., et al., Analysis of hip joint loading during walking with different shoe types using instrumented total hip prostheses. Scientific Reports, 2021. 11(1): p. 10073."},{"key":"e_1_3_3_1_9_2","first-page":"10","volume":"201","author":"Felson D.T.","unstructured":"Felson, D.T., Osteoarthritis as a disease of mechanics. Osteoarthritis and Cartilage, 2013. 21(1): p. 10-15.","journal-title":"Cartilage"},{"key":"e_1_3_3_1_10_2","first-page":"859","volume":"200","author":"Bergmann G.","unstructured":"Bergmann, G., et al., Hip contact forces and gait patterns from routine activities. Journal of Biomechanics, 2001. 34(7): p. 859-871.","journal-title":"Journal of Biomechanics"},{"key":"e_1_3_3_1_11_2","first-page":"13395","volume-title":"vivo loading on the hip joint in patients with total hip replacement performing gymnastics and aerobics exercises. Scientific Reports","author":"Haffer H.","year":"2021","unstructured":"Haffer, H., et al., In vivo loading on the hip joint in patients with total hip replacement performing gymnastics and aerobics exercises. Scientific Reports, 2021. 11(1): p. 13395."},{"key":"e_1_3_3_1_12_2","first-page":"95","volume":"201","author":"Damm P.","unstructured":"Damm, P., et al., Total hip joint prosthesis for in vivo measurement of forces and moments. Medical Engineering & Physics, 2010. 32(1): p. 95-100.","journal-title":"Medical Engineering & Physics"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0171972"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0273159"},{"key":"e_1_3_3_1_15_2","first-page":"529","volume":"201","author":"Skalsh\u00f8i O.","unstructured":"Skalsh\u00f8i, O., et al., Walking patterns and hip contact forces in patients with hip dysplasia. Gait & Posture, 2015. 42(4): p. 529-533.","journal-title":"Gait & Posture"},{"key":"e_1_3_3_1_16_2","first-page":"80","volume":"201","author":"Harris M.D.","unstructured":"Harris, M.D., et al., Higher medially-directed joint reaction forces are a characteristic of dysplastic hips: A comparative study using subject-specific musculoskeletal models. Journal of Biomechanics, 2017. 54: p. 80-87.","journal-title":"Journal of Biomechanics"},{"key":"e_1_3_3_1_17_2","volume":"202","author":"Alves S.A.","unstructured":"Alves, S.A., et al., Ground reaction forces and external hip joint moments predict in vivo hip contact forces during gait. Journal of Biomechanics, 2022. 135: p. 111037.","journal-title":"Journal of Biomechanics"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.3389\/fmedt.2022.901331"},{"key":"e_1_3_3_1_19_2","first-page":"730","volume":"202","author":"Cornish B.M.","unstructured":"Cornish, B.M., et al., Hip contact forces can be predicted with a neural network using only synthesised key points and electromyography in people with hip osteoarthritis. Osteoarthritis and Cartilage, 2024. 32(6): p. 730-739.","journal-title":"Osteoarthritis and Cartilage"},{"key":"e_1_3_3_1_20_2","volume-title":"A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU. Frontiers in Bioengineering and Biotechnology","author":"De Brabandere A.","year":"2020","unstructured":"De Brabandere, A., et al., A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU. Frontiers in Bioengineering and Biotechnology, 2020. 8."},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01483-3"},{"key":"e_1_3_3_1_22_2","volume":"2011","author":"Webb A.A.","unstructured":"Webb, A.A., et al., Kinematics and ground reaction force determination: a demonstration quantifying locomotor abilities of young adult, middle-aged, and geriatric rats. J Vis Exp, 2011(48).","journal-title":"J Vis Exp"},{"key":"e_1_3_3_1_23_2","first-page":"1715","volume":"202","author":"Hulleck A.A.","unstructured":"Hulleck, A.A., et al., BlazePose-Seq2Seq: Leveraging Regular RGB Cameras for Robust Gait Assessment. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024. 32: p. 1715-1724.","journal-title":"IEEE Transactions on Neural Systems and Rehabilitation Engineering"},{"key":"e_1_3_3_1_24_2","first-page":"1735","volume":"199","author":"Hochreiter S.","unstructured":"Hochreiter, S. and J. Schmidhuber, Long Short-Term Memory. Neural Computation, 1997. 9(8): p. 1735-1780.","journal-title":"Long Short-Term Memory. Neural Computation"},{"key":"e_1_3_3_1_25_2","volume-title":"Sequence to Sequence Learning with Neural Networks. arXiv preprint arXiv:1409.3215","author":"Sutskever I.","year":"2014","unstructured":"Sutskever, I., Sequence to Sequence Learning with Neural Networks. arXiv preprint arXiv:1409.3215, 2014."},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0195376"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.joca.2019.01.016"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2023.111767"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.143"},{"key":"e_1_3_3_1_30_2","volume-title":"BlazePose: On-device Real-time Body Pose tracking. arXiv preprint arXiv:2006.10204","author":"Bazarevsky V.","year":"2020","unstructured":"Bazarevsky, V., BlazePose: On-device Real-time Body Pose tracking. arXiv preprint arXiv:2006.10204, 2020."},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.21203\/rs.3.rs-3239200\/v1"}],"event":{"name":"ICBBE 2024: 2024 11th International Conference on Biomedical and Bioinformatics Engineering","acronym":"ICBBE 2024","location":"Osaka Japan"},"container-title":["Proceedings of the 2024 11th International Conference on Biomedical and Bioinformatics Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3707127.3707160","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3707127.3707160","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:18:14Z","timestamp":1750295894000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3707127.3707160"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,8]]},"references-count":31,"alternative-id":["10.1145\/3707127.3707160","10.1145\/3707127"],"URL":"https:\/\/doi.org\/10.1145\/3707127.3707160","relation":{},"subject":[],"published":{"date-parts":[[2024,11,8]]},"assertion":[{"value":"2025-02-06","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}