{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:32:58Z","timestamp":1763191978740,"version":"3.45.0"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228985","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["VMC-UNet: A U-shaped structure combining Mamba and CNN for medical image segmentation"],"prefix":"10.1109","author":[{"given":"Haocun","family":"Li","sequence":"first","affiliation":[{"name":"College of Mathematics and System Sciences Xinjiang University,Urumqi,China"}]},{"given":"Kaiyan","family":"Song","sequence":"additional","affiliation":[{"name":"College of Mathematics and System Sciences Xinjiang University,Urumqi,China"}]},{"given":"Ping","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Mathematics and System Sciences Xinjiang University,Urumqi,China"}]},{"given":"Haizheng","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Mathematics and System Sciences Xinjiang University,Urumqi,China"}]},{"given":"Hong","family":"Bian","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences Xinjiang Normal University,Urumqi,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/srep24454"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1807.06521"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.89"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2502579"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref10","article-title":"Modeling sequences with structured state spaces","volume-title":"Ph.D. dissertation","author":"Gu","year":"2023"},{"article-title":"Long range language modeling via gated state spaces","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Mehta","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00618"},{"article-title":"Efficiently modeling long sequences with structured state spaces","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Gu","key":"ref13"},{"article-title":"Mamba: Linear-time sequence modeling with selective state spaces","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Gu","key":"ref14"},{"article-title":"VMamba: Visual state space model","volume-title":"Proc. 38th Conf. Neural Inf. Process. Syst. (NeurIPS)","author":"Liu","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3767748"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-97-5128-0_27"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363547"},{"article-title":"Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the International Skin Imaging Collaboration (ISIC)","year":"2019","author":"Codella","key":"ref19"},{"key":"ref20","first-page":"211","article-title":"Training stochastic model recognition algorithms as networks can lead to maximum mutual information estimation of parameters","volume-title":"Advances Neural Inf. Process. Syst. 2 (NeurIPS)","author":"Bridle","year":"1990"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM55620.2022.9995040"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.7303\/SYN3193805"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25066-8_9"},{"article-title":"Decoupled weight decay regularization","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Loshchilov","key":"ref25"},{"article-title":"SGDR: Stochastic gradient descent with warm restarts","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Loshchilov","key":"ref26"},{"article-title":"A multi-scale transformer for medical image segmentation: Architectures, model efficiency, and benchmarks","year":"2023","author":"Gao","key":"ref27"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87193-2_2"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00889-5_1"},{"article-title":"Attention U-Net: Learning where to look for the pancreas","year":"2018","author":"Oktay","key":"ref30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87193-2_66"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.6.1.014006"},{"article-title":"TransUNet: Transformers make strong encoders for medical image segmentation","year":"2021","author":"Chen","key":"ref34"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3211501"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16919-9_9"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20144"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746172"},{"article-title":"MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation","year":"2022","author":"Ruan","key":"ref39"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228985.pdf?arnumber=11228985","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:29:07Z","timestamp":1763191747000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228985\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228985","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}