{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T05:12:21Z","timestamp":1780636341932,"version":"3.54.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010877","name":"Shenzhen Science and Technology Innovation Commission","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010877","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["52102400"],"award-info":[{"award-number":["52102400"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62171114"],"award-info":[{"award-number":["62171114"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sustainable Development Science and Technology Project of Shenzhen Science and Technology Innovation Commission","award":["KCXFZ20201221173411032"],"award-info":[{"award-number":["KCXFZ20201221173411032"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/jbhi.2024.3482853","type":"journal-article","created":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T13:42:23Z","timestamp":1729172543000},"page":"2865-2874","source":"Crossref","is-referenced-by-count":7,"title":["CATransformer: A Cycle-Aware Transformer for High-Fidelity ECG Generation From PPG"],"prefix":"10.1109","volume":"30","author":[{"given":"Xiaoyan","family":"Yuan","sequence":"first","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1717-5785","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaohe","family":"Li","sequence":"additional","affiliation":[{"name":"National Clinical Research Center for Infectious Disease, Division of Infectious Disease, Shenzhen Third People&#x0027;s Hospital, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4150-5470","authenticated-orcid":false,"given":"Yuanting","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Chinese University of Hong Kong, Shatin, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4952-699X","authenticated-orcid":false,"given":"Xiping","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6390-0933","authenticated-orcid":false,"given":"M. Jamal","family":"Deen","sequence":"additional","affiliation":[{"name":"AI Atlas Inc., Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(18)32335-3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.103493"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2021.3069815"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.hrthm.2022.02.030"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.3c12477"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2023.3236723"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s42242-023-00268-w"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2021.3073047"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-1010-5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/bioengineering9110692"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1080\/03091900701781317"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/31\/9\/015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3097946"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i13.29422"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16126"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3412841.3441979"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00203"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854434"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3231862"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2023.3319499"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/embc53108.2024.10781630"},{"key":"ref23","article-title":"TimesNet: Temporal 2D-variation modeling for general time series analysis","volume-title":"Proc. 11th Int. Conf. Learn. Representations","author":"Wu","year":"2022"},{"key":"ref24","first-page":"22419","article-title":"Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting","volume":"34","author":"Wu","year":"2021","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3242969.3242985"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/s19143079"},{"key":"ref27","article-title":"Capnobase IEEE tbme respiratory rate benchmark","author":"Karlen","year":"2021","journal-title":"Scholars Portal Dataverse"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2016.2613124"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2926199"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"ref31","article-title":"Uncertainty-aware PPG-2-ECG for enhanced cardiovascular diagnosis using diffusion models","author":"Belhasin","year":"2024"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/0047-259X(82)90077-X"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2002.1166717"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1161\/CIR.0000000000001193"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.339"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/eurjpc\/zwac314"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.20"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.101942"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2015.7168806"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105287"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330657"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.5753\/sbcas.2024.1889"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA52953.2021.00241"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11475574\/10720876.pdf?arnumber=10720876","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T20:01:07Z","timestamp":1775592067000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10720876\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":43,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3482853","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}