{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T20:30:22Z","timestamp":1771014622291,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,9,21]],"date-time":"2024-09-21T00:00:00Z","timestamp":1726876800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"JSPS KAKENHI","award":["23K19933"],"award-info":[{"award-number":["23K19933"]}]},{"name":"Japanese Society for Surgery of the Hand Scientific Research Grant"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,9,21]]},"DOI":"10.1145\/3640471.3680229","type":"proceedings-article","created":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T12:03:49Z","timestamp":1731585829000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Draw4CM: Detecting Cervical Myelopathy via Hand Drawings Captured by Mobile Devices"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0559-500X","authenticated-orcid":false,"given":"Takuro","family":"Watanabe","sequence":"first","affiliation":[{"name":"Keio University, Japan and Institute of Science Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8777-9552","authenticated-orcid":false,"given":"Eriku","family":"Yamada","sequence":"additional","affiliation":[{"name":"Institute of Science Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3733-0188","authenticated-orcid":false,"given":"Koji","family":"Fujita","sequence":"additional","affiliation":[{"name":"Institute of Science Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3735-4809","authenticated-orcid":false,"given":"Yuta","family":"Sugiura","sequence":"additional","affiliation":[{"name":"Keio University, Japan"}]}],"member":"320","published-online":{"date-parts":[[2024,9,21]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.3171\/jns.1966.25.1.0057"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_2_3_1","volume-title":"Dysgraphia detection through machine learning. Scientific reports 10, 1","author":"Drot\u00e1r Peter","year":"2020","unstructured":"Peter Drot\u00e1r and Marek Dobe\u0161. 2020. Dysgraphia detection through machine learning. Scientific reports 10, 1 (2020), 21541."},{"key":"e_1_3_2_2_4_1","volume-title":"Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson\u2019s disease. Artificial intelligence in Medicine 67","author":"Drot\u00e1r Peter","year":"2016","unstructured":"Peter Drot\u00e1r, Ji\u0159\u00ed Mekyska, Irena Rektorov\u00e1, Lucia Masarov\u00e1, Zden\u011bk Sm\u00e9kal, and Marcos Faundez-Zanuy. 2016. Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson\u2019s disease. Artificial intelligence in Medicine 67 (2016), 39\u201346."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1529-9430(02)00566-1"},{"key":"e_1_3_2_2_6_1","volume-title":"Does walking change the Romberg sign?European spine journal 18","author":"Findlay FG","year":"2009","unstructured":"Gordon\u00a0FG Findlay, Birender Balain, Jayesh\u00a0M Trivedi, and David\u00a0C Jaffray. 2009. Does walking change the Romberg sign?European spine journal 18 (2009), 1528\u20131531."},{"key":"e_1_3_2_2_7_1","volume-title":"A tablet-based app for carpal tunnel syndrome screening: diagnostic case-control study. JMIR mHealth and uHealth 7, 9","author":"Fujita Koji","year":"2019","unstructured":"Koji Fujita, Takuro Watanabe, Tomoyuki Kuroiwa, Toru Sasaki, Akimoto Nimura, Yuta Sugiura, 2019. A tablet-based app for carpal tunnel syndrome screening: diagnostic case-control study. JMIR mHealth and uHealth 7, 9 (2019), e14172."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.01.005"},{"key":"e_1_3_2_2_9_1","volume-title":"Hospitalisation for degenerative cervical myelopathy in England: insights from the National Health Service Hospital Episode Statistics 2012 to","author":"Goacher Edward","year":"2019","unstructured":"Edward Goacher, Richard Phillips, Oliver\u00a0D Mowforth, Stefan Yordanov, Erlick\u00a0AC Pereira, Adrian Gardner, Nasir\u00a0A Quraishi, Antony\u00a0H Bateman, Andreas\u00a0K Demetriades, Marcel Ivanov, 2022. Hospitalisation for degenerative cervical myelopathy in England: insights from the National Health Service Hospital Episode Statistics 2012 to 2019. Acta neurochirurgica 164, 6 (2022), 1535\u20131541."},{"key":"e_1_3_2_2_10_1","volume-title":"The role of gesture in communication and thinking. Trends in cognitive sciences 3, 11","author":"Goldin-Meadow Susan","year":"1999","unstructured":"Susan Goldin-Meadow. 1999. The role of gesture in communication and thinking. Trends in cognitive sciences 3, 11 (1999), 419\u2013429."},{"key":"e_1_3_2_2_11_1","volume-title":"Development of an upper extremity outcome measure: the DASH (disabilities of the arm, shoulder, and head). American journal of industrial medicine 29, 6","author":"Hudak L","year":"1996","unstructured":"Pamela\u00a0L Hudak, Peter\u00a0C Amadio, Claire Bombardier, Dorcas Beaton, Donald Cole, Aileen Davis, Gillian Hawker, Jeffrey\u00a0N Katz, Matti Makela, Robert\u00a0G Marx, 1996. Development of an upper extremity outcome measure: the DASH (disabilities of the arm, shoulder, and head). American journal of industrial medicine 29, 6 (1996), 602\u2013608."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/20552076231179030"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jns.2020.116723"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.birob.2023.100103"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2916411"},{"key":"e_1_3_2_2_16_1","volume-title":"A screening method using anomaly detection on a smartphone for patients with carpal tunnel syndrome: Diagnostic case-control study. JMIR mHealth and uHealth 9, 3","author":"Koyama Takafumi","year":"2021","unstructured":"Takafumi Koyama, Shusuke Sato, Madoka Toriumi, Takuro Watanabe, Akimoto Nimura, Atsushi Okawa, Yuta Sugiura, and Koji Fujita. 2021. A screening method using anomaly detection on a smartphone for patients with carpal tunnel syndrome: Diagnostic case-control study. JMIR mHealth and uHealth 9, 3 (2021), e26320."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhsa.2014.12.012"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10926-013-9471-8"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13018-018-0999-3"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20143998"},{"key":"e_1_3_2_2_21_1","volume-title":"National trends in spinal fusion for cervical spondylotic myelopathy. Surgical neurology 71, 1","author":"Lad P","year":"2009","unstructured":"Shivanand\u00a0P Lad, Chirag\u00a0G Patil, Scott Berta, Justin\u00a0G Santarelli, Christopher Ho, and Maxwell Boakye. 2009. National trends in spinal fusion for cervical spondylotic myelopathy. Surgical neurology 71, 1 (2009), 66\u201369."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376238"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/life13030598"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clineuro.2019.105414"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00586-014-3267-1"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.3122\/jabfm.2020.02.190195"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2016.2586605"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642680"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21051918"},{"key":"e_1_3_2_2_30_1","first-page":"215","article-title":"Myelopathy hand. New clinical signs of cervical cord damage","volume":"69","author":"Ono Keiro","year":"1987","unstructured":"Keiro Ono, Sohei Ebara, Takeshi Fuji, Kazuo Yonenobu, Keiju Fujiwara, and Kazuo Yamashita. 1987. Myelopathy hand. New clinical signs of cervical cord damage. The Journal of Bone & Joint Surgery British Volume 69, 2 (1987), 215\u2013219.","journal-title":"The Journal of Bone & Joint Surgery British"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585599"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00415-013-6996-x"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"e_1_3_2_2_34_1","first-page":"519","article-title":"Analysis of the spastic gait caused by cervical compression myelopathy","volume":"15","author":"Suzuki Eisuke","year":"2002","unstructured":"Eisuke Suzuki, Hiroaki Nakamura, Sadahiko Konishi, and Yoshiki Yamano. 2002. Analysis of the spastic gait caused by cervical compression myelopathy. Clinical Spine Surgery 15, 6 (2002), 519\u2013522.","journal-title":"Clinical Spine Surgery"},{"key":"e_1_3_2_2_35_1","volume-title":"International conference on machine learning. PMLR, 10096\u201310106","author":"Tan Mingxing","year":"2021","unstructured":"Mingxing Tan and Quoc Le. 2021. Efficientnetv2: Smaller models and faster training. In International conference on machine learning. PMLR, 10096\u201310106."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1097\/00007632-199911150-00004"},{"key":"e_1_3_2_2_37_1","volume-title":"Diagnosis of carpal tunnel syndrome using a 10-s grip-and-release test with video and machine learning analysis. Journal of Hand Surgery (European Volume)","author":"Tsukamoto Kazuya","year":"2023","unstructured":"Kazuya Tsukamoto, Ryota Matsui, Yuta Sugiura, and Koji Fujita. 2023. Diagnosis of carpal tunnel syndrome using a 10-s grip-and-release test with video and machine learning analysis. Journal of Hand Surgery (European Volume) (2023), 17531934231214661."},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00020"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.3390\/jcm10194437"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1177\/230949900401200220"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-37253-3"}],"event":{"name":"MobileHCI '24: 26th International Conference on Mobile Human-Computer Interaction","location":"Melbourne VIC Australia","acronym":"MobileHCI '24","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["26th International Conference on Mobile Human-Computer Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640471.3680229","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3640471.3680229","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T15:04:41Z","timestamp":1756825481000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640471.3680229"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,21]]},"references-count":41,"alternative-id":["10.1145\/3640471.3680229","10.1145\/3640471"],"URL":"https:\/\/doi.org\/10.1145\/3640471.3680229","relation":{},"subject":[],"published":{"date-parts":[[2024,9,21]]},"assertion":[{"value":"2024-09-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}