{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:40:09Z","timestamp":1750516809199,"version":"3.41.0"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031958403","type":"print"},{"value":"9783031958410","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-95841-0_65","type":"book-chapter","created":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:13:15Z","timestamp":1750515195000},"page":"351-355","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Upper Limb Movements Simulations with Generative Diffusion Models"],"prefix":"10.1007","author":[{"given":"Gabriele","family":"Santangelo","sequence":"first","affiliation":[]},{"given":"Chiara","family":"Alessi","sequence":"additional","affiliation":[]},{"given":"Nikolas","family":"Sacchi","sequence":"additional","affiliation":[]},{"given":"Giovanna","family":"Nicora","sequence":"additional","affiliation":[]},{"given":"Riccardo","family":"Bellazzi","sequence":"additional","affiliation":[]},{"given":"Antonella","family":"Ferrara","sequence":"additional","affiliation":[]},{"given":"Arianna","family":"Dagliati","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,6,22]]},"reference":[{"issue":"1","key":"65_CR1","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1007\/s12599-023-00834-7","volume":"66","author":"S Feuerriegel","year":"2024","unstructured":"Feuerriegel, S., Hartmann, J., Janiesch, C., Zschech, P.: Generative AI. Bus. Inf. Syst. Eng. 66(1), 111\u2013126 (2024). https:\/\/doi.org\/10.1007\/s12599-023-00834-7","journal-title":"Bus. Inf. Syst. Eng."},{"key":"65_CR2","doi-asserted-by":"publisher","unstructured":"Ebnali Harari, R., Altaweel, A., Ahram, T., Keehner, M., Shokoohi, H.: A randomized controlled trial on evaluating clinician-supervised generative AI for decision support. Int. J. Med. Inf. 195, 105701 (2025). https:\/\/doi.org\/10.1016\/j.ijmedinf.2024.105701","DOI":"10.1016\/j.ijmedinf.2024.105701"},{"key":"65_CR3","doi-asserted-by":"publisher","unstructured":"Bieber, G., Seidel, R., Portwich, R.: SARA: subjective and objective data acquisition for physiotherapy treatment support. In: Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, Island of Rhodes Greece: ACM, pp. 403\u2013407 (2017). https:\/\/doi.org\/10.1145\/3056540.3076180","DOI":"10.1145\/3056540.3076180"},{"key":"65_CR4","doi-asserted-by":"publisher","unstructured":"Ho, J., Jain, A., Abbeel, P.: Denoising diffusion probabilistic models. In: Proceedings of the 34th International Conference on Neural Information Processing Systems, pp. 6840\u20136851 (2020), https:\/\/doi.org\/10.5555\/3495724.3496298","DOI":"10.5555\/3495724.3496298"},{"key":"65_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107665","volume":"167","author":"C Mennella","year":"2023","unstructured":"Mennella, C., Maniscalco, U., De Pietro, G., Esposito, M.: Generating a novel synthetic dataset for rehabilitation exercises using pose-guided conditioned diffusion models: a quantitative and qualitative evaluation. Comput. Biol. Med. 167, 107665 (2023). https:\/\/doi.org\/10.1016\/j.compbiomed.2023.107665","journal-title":"Comput. Biol. Med."},{"key":"65_CR6","doi-asserted-by":"publisher","unstructured":"Ni, J., et al.: Generation of visualized medical rehabilitation exercise prescriptions with diffusion models. In: AI-generated Content, vol. 1946, F. Zhao and D. Miao, Eds., in Communications in Computer and Information Science, vol. 1946. , Singapore: Springer Nature Singapore, pp. 237\u2013247 (2024). https:\/\/doi.org\/10.1007\/978-981-99-7587-7_20","DOI":"10.1007\/978-981-99-7587-7_20"},{"issue":"5","key":"65_CR7","doi-asserted-by":"publisher","first-page":"46","DOI":"10.3390\/data6050046","volume":"6","author":"A Miron","year":"2021","unstructured":"Miron, A., Sadawi, N., Ismail, W., Hussain, H., Grosan, C.: IntelliRehabDS (IRDS)\u2014a dataset of physical rehabilitation movements. Data 6(5), 46 (2021). https:\/\/doi.org\/10.3390\/data6050046","journal-title":"Data"},{"issue":"4","key":"65_CR8","doi-asserted-by":"publisher","first-page":"299","DOI":"10.3390\/bioengineering11040299","volume":"11","author":"X Li","year":"2024","unstructured":"Li, X., Sakevych, M., Atkinson, G., Metsis, V.: BioDiffusion: a versatile diffusion model for biomedical signal synthesis. Bioengineering 11(4), 299 (2024). https:\/\/doi.org\/10.3390\/bioengineering11040299","journal-title":"Bioengineering"},{"key":"65_CR9","doi-asserted-by":"publisher","unstructured":"McInnes, L., Healy, J., Melville, J.: UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction (2018). https:\/\/doi.org\/10.48550\/ARXIV.1802.03426","DOI":"10.48550\/ARXIV.1802.03426"},{"key":"65_CR10","doi-asserted-by":"publisher","unstructured":"Sakoe, H., Chiba, S.: Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. Speech Signal Process. 26(1), 43\u201349 (1978). https:\/\/doi.org\/10.1109\/TASSP.1978.1163055","DOI":"10.1109\/TASSP.1978.1163055"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-95841-0_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:13:17Z","timestamp":1750515197000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-95841-0_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031958403","9783031958410"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-95841-0_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"22 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"AIME","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Medicine","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pavia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aime2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aime25.aimedicine.info\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}