{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T13:46:12Z","timestamp":1762955172682,"version":"3.45.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,6,24]]},"DOI":"10.1145\/3721201.3724417","type":"proceedings-article","created":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T13:35:21Z","timestamp":1762954521000},"page":"401-406","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Personalized Neural Modeling for Daily Injury Risk Assessment via Wearable Health Data"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4251-0204","authenticated-orcid":false,"given":"Melik","family":"Ozolcer","sequence":"first","affiliation":[{"name":"Stevens Institute of Technology, Hoboken, NJ, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2047-1358","authenticated-orcid":false,"given":"Sang Won","family":"Bae","sequence":"additional","affiliation":[{"name":"Stevens Institute of Technology, Hoboken, NJ, USA"}]}],"member":"320","published-online":{"date-parts":[[2025,11,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971750"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/PerComW.2012.6197525"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.7326\/M14-1651"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1111\/ecin.12710"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.2478\/ijcss-2018-0002"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0111205"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjsem-2019-000675"},{"key":"e_1_3_2_1_8_1","volume-title":"Prediction of stress and drug craving ninety minutes in the future with passively collected GPS data. NPJ digital medicine 3, 1","author":"Epstein David H","year":"2020","unstructured":"David H Epstein, Matthew Tyburski, William J Kowalczyk, Albert J Burgess-Hull, Karran A Phillips, Brenda L Curtis, and Kenzie L Preston. 2020. Prediction of stress and drug craving ninety minutes in the future with passively collected GPS data. NPJ digital medicine 3, 1 (2020), 26."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1093\/gerona\/gls252"},{"key":"e_1_3_2_1_10_1","volume-title":"The training\u2014injury prevention paradox: should athletes be training smarter and harder? British journal of sports medicine 50, 5","author":"Gabbett Tim J","year":"2016","unstructured":"Tim J Gabbett. 2016. The training\u2014injury prevention paradox: should athletes be training smarter and harder? British journal of sports medicine 50, 5 (2016), 273\u2013280."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/anec.12697"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.9157"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.3233\/FAIA200297"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1055\/a-1231-5304"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0000000000003982"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.3390\/app13063813"},{"key":"e_1_3_2_1_17_1","volume-title":"Machine learning approaches to injury risk prediction in sport: a scoping review with evidence synthesis. British Journal of Sports Medicine","author":"Leckey Christopher","year":"2024","unstructured":"Christopher Leckey, Nicol van Dyk, Cailbhe Doherty, Aonghus Lawlor, and Eamonn Delahunt. 2024. Machine learning approaches to injury risk prediction in sport: a scoping review with evidence synthesis. British Journal of Sports Medicine (2024)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0000000000002122"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Lin Lu Jiayao Zhang Yi Xie Fei Gao Song Xu Xinghuo Wu Zhewei Ye et al. 2020. Wearable health devices in health care: narrative systematic review. JMIR mHealth and uHealth 8 11 (2020) e18907.","DOI":"10.2196\/18907"},{"key":"e_1_3_2_1_20_1","volume-title":"Riley J Williams III, and Prem N Ramkumar","author":"Luu Bryan C","year":"2020","unstructured":"Bryan C Luu, Audrey L Wright, Heather S Haeberle, Jaret M Karnuta, Mark S Schickendantz, Eric C Makhni, Benedict U Nwachukwu, Riley J Williams III, and Prem N Ramkumar. 2020. Machine learning outperforms logistic regression analysis to predict next-season NHL player injury: an analysis of 2322 players from 2007 to 2017. Orthopaedic journal of sports medicine 8, 9 (2020), 2325967120953404."},{"key":"e_1_3_2_1_21_1","article-title":"Heart Rate Variability (HRV) as a tool for diagnostic and monitoring performance in sport and physical activities","volume":"16","author":"Makivi\u0107 Bojan","year":"2013","unstructured":"Bojan Makivi\u0107, Marina Niki\u0107 Djordjevi\u0107, and Monte S Willis. 2013. Heart Rate Variability (HRV) as a tool for diagnostic and monitoring performance in sport and physical activities. Journal of Exercise Physiology Online 16, 3 (2013).","journal-title":"Journal of Exercise Physiology Online"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339709"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1080\/17461391.2022.2047228"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.88.6.2297"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0076-6879(04)84011-4"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.3390\/jfmk6020038"},{"key":"e_1_3_2_1_27_1","volume-title":"Monitoring the athlete training response: subjective self-reported measures trump commonly used objective measures: a systematic review. British journal of sports medicine 50, 5","author":"Saw Anna E","year":"2016","unstructured":"Anna E Saw, Luana C Main, and Paul B Gastin. 2016. Monitoring the athlete training response: subjective self-reported measures trump commonly used objective measures: a systematic review. British journal of sports medicine 50, 5 (2016), 281\u2013291."},{"key":"e_1_3_2_1_28_1","volume-title":"Wearable sensors for monitoring the internal and external workload of the athlete. NPJ digital medicine 2, 1","author":"Seshadri Dhruv R","year":"2019","unstructured":"Dhruv R Seshadri, Ryan T Li, James E Voos, James R Rowbottom, Celeste M Alfes, Christian A Zorman, and Colin K Drummond. 2019. Wearable sensors for monitoring the internal and external workload of the athlete. NPJ digital medicine 2, 1 (2019), 1\u201318."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjsem-2023-001566"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jshs.2021.04.003"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3569482"}],"event":{"name":"CHASE '25: ACM\/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","location":"Yeshiva University Museum New York NY USA","acronym":"CHASE '25","sponsor":["SIGBED ACM Special Interest Group on Embedded Systems","IEEE Computer Society"]},"container-title":["Proceedings of the ACM\/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3721201.3724417","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T13:35:55Z","timestamp":1762954555000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3721201.3724417"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,24]]},"references-count":31,"alternative-id":["10.1145\/3721201.3724417","10.1145\/3721201"],"URL":"https:\/\/doi.org\/10.1145\/3721201.3724417","relation":{},"subject":[],"published":{"date-parts":[[2025,6,24]]},"assertion":[{"value":"2025-11-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}