{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T21:32:44Z","timestamp":1770845564669,"version":"3.50.1"},"reference-count":86,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,15]]},"DOI":"10.1109\/bibm66473.2025.11356185","type":"proceedings-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:19:40Z","timestamp":1769721580000},"page":"7348-7355","source":"Crossref","is-referenced-by-count":0,"title":["Exploring the Clinical Applications of Vision Mamba for Melanoma Diagnosis with the Aim of Medical Support in Underserved Regions"],"prefix":"10.1109","author":[{"given":"Yifan","family":"Wang","sequence":"first","affiliation":[{"name":"Northeastern University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zegui","family":"Jiang","sequence":"additional","affiliation":[{"name":"Northeastern University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jihe","family":"Li","sequence":"additional","affiliation":[{"name":"School of Software and Microelectronics, Peking University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongyi","family":"Xie","sequence":"additional","affiliation":[{"name":"Shanghai Skin Disease Hospital, Institute of Dermatology, School of Medicine, Tongji University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mengyao","family":"Zheng","sequence":"additional","affiliation":[{"name":"Harvard T.H. Chan School of Public Health, Harvard University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao","family":"Geng","sequence":"additional","affiliation":[{"name":"Peking University Third Hospital, Engineering Research Center of Bone and Joint Precision Medicine,Orthopaedic Department"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yijun","family":"Song","sequence":"additional","affiliation":[{"name":"Information and Artificial Intelligence Institute, Dongfang College, Zhejiang University of Finance & Economics"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"84","volume":"60","author":"Krizhevsky","year":"2012","journal-title":"Imagenet classification with deep convolutional neural networks"},{"key":"ref2","author":"Himabindu","year":"2021","journal-title":"International Journal of Advanced Computer Science and Applications"},{"key":"ref3","volume-title":"Hy-facial: Hybrid feature extraction by dimensionality reduction methods for enhanced facial expression classification","author":"Li","year":"2025"},{"key":"ref4","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"International conference on machine learning","author":"Touvron"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1109\/ICCV.2015.169","volume-title":"Fast r-cnn","author":"Girshick","year":"2015"},{"key":"ref6","first-page":"1137","volume":"39","author":"Ren","year":"2015","journal-title":"Faster rcnn: Towards real-time object detection with region proposal networks"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00411"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1109\/ICCV.2017.322","volume-title":"Mask r-cnn","author":"He","year":"2017"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"3992","DOI":"10.1109\/ICCV51070.2023.00371","article-title":"Segment anything","volume-title":"2023 IEEE\/CVF International Conference on Computer Vision (ICCV)","author":"Kirillov","year":"2023"},{"key":"ref10","article-title":"Large language models meet nlp: A survey","volume":"abs\/2405.12819","author":"Qin","year":"2024","journal-title":"ArXiv"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1117\/12.3049486"},{"key":"ref12","volume-title":"CoRR","volume":"abs\/1409.0473","author":"Bahdanau","year":"2014"},{"key":"ref13","volume-title":"Sentiment analysis in the era of large language models: A reality check","author":"Zhang","year":"2023"},{"key":"ref14","first-page":"2711","article-title":"Cbench: Demonstrating comprehensive evaluation of question answering systems over knowledge graphs through deep analysis of benchmarks","volume-title":"Proc. VLDB Endow.","volume":"14","author":"Orogat","year":"2021"},{"key":"ref15","volume-title":"Ai4research: A survey of artificial intelligence for scientific research","volume":"abs\/2507.01903","author":"Chen","year":"2025"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2017.8217649"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM62325.2024.10822861"},{"key":"ref18","volume-title":"Gaussian primitives for deformable image registration","volume":"35","author":"Li","year":"2024"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1016\/j.phro.2025.100806","article-title":"A proof-of-concept study of direct magnetic resonance imagingbased proton dose calculation for brain tumors via neural networks with monte carlo-comparable accuracy","volume":"35","author":"Li","year":"2025","journal-title":"Physics and Imaging in Radiation Oncology"},{"key":"ref20","volume-title":"CAAI Transactions on Intelligence Technology","author":"Wu","year":"2025"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejcsup.2013.07.012"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/cancers13225788"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1001\/jamadermatol.2022.0160"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1200\/JCO.2009.23.4799"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01692-w"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02585-2"},{"key":"ref27","article-title":"A novel dataset for nuclei segmentation in melanoma histopathology","author":"Schuiveling","year":"2024","journal-title":"Medical Imaging with Deep Learning"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2009.09.043"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/cancers14123030"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s44222-023-00135-4"},{"key":"ref31","volume-title":"Very deep convolutional networks for large-scale image recognition","volume":"abs\/1409.1556","author":"Simonyan","year":"2014"},{"key":"ref32","first-page":"770","article-title":"Deep residual learning for image recognition","volume-title":"2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","author":"He","year":"2015"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref34","volume-title":"Mamba: Linear-time sequence modeling with selective state spaces","volume":"abs\/2312.00752","author":"Gu","year":"2023"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/icassp.2002.5744051"},{"key":"ref36","volume-title":"Vision mamba: Efficient visual representation learning with bidirectional state space model","author":"Zhu","year":"2024"},{"key":"ref37","volume-title":"Vmamba: Visual state space model","author":"Liu","year":"2024"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref40","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Neural Information Processing Systems"},{"key":"ref41","article-title":"Kan: Kolmogorov-arnold networks","volume":"abs\/2404.19756","author":"Liu","year":"2024","journal-title":"ArXiv"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.58190\/imiens.2024.101"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2891049"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-018-6734-6"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3052044"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/cancers15072179"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00076"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI53787.2023.10230474"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1200\/jco.2018.36.15_suppl.e21561"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2021.05.026"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1136\/bjophthalmol-2018-313706"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.xops.2024.100613"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ebiom.2023.104644"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/cancers15041259"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2023.102275"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1038\/s43018-024-00793-2"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1111\/jdv.20307"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/C2I659362.2023.10430697"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00520"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-024-05629-2"},{"key":"ref61","article-title":"Combining recurrent, convolutional, and continuous-time models with linear state-space layers","author":"Gu","year":"2021","journal-title":"Neural Information Processing Systems"},{"key":"ref62","article-title":"Hippo: Recurrent memory with optimal polynomial projections","author":"Gu","year":"2022","journal-title":"Neural Information Processing Systems"},{"key":"ref63","article-title":"Efficiently modeling long sequences with structured state spaces","volume-title":"International Conference on Learning Representations","author":"Gu","year":"2021"},{"key":"ref64","article-title":"Diagonal state spaces are as effective as structured state spaces","author":"Gupta","year":"2022","journal-title":"Neural Information Processing Systems"},{"key":"ref65","article-title":"On the parameterization and initialization of diagonal state space models","author":"Gu","year":"2022","journal-title":"Neural Information Processing Systems"},{"key":"ref66","article-title":"Simplified state space layers for sequence modeling","volume-title":"International Conference on Learning Representations","author":"Smith","year":"2022"},{"key":"ref67","article-title":"Long range language modeling via gated state spaces","volume-title":"International Conference on Learning Representations","author":"Mehta","year":"2023"},{"key":"ref68","article-title":"Transformers are ssms: Generalized models and efficient algorithms through structured state space duality","volume-title":"International Conference on Machine Learning","author":"Dao","year":"2024"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00618"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00787"},{"key":"ref71","volume-title":"U-mamba: Enhancing long-range dependency for biomedical image segmentation","volume":"abs\/2401.04722","author":"Ma","year":"2024"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref73","first-page":"168","article-title":"Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging collaboration (isic)","volume-title":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","author":"Gutman","year":"2016"},{"key":"ref74","volume-title":"Adam: A method for stochastic optimization","author":"Diederik","year":"2014"},{"key":"ref75","article-title":"The effectiveness of data augmentation in image classification using deep learning","volume":"abs\/1712.04621","author":"Perez","year":"2017","journal-title":"ArXiv"},{"key":"ref76","article-title":"A comprehensive survey on data augmentation","volume":"abs\/2405.09591","author":"Wang","year":"2024","journal-title":"ArXiv"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0290-4"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/BHI62660.2024.10913581"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.findings-emnlp.118"},{"key":"ref80","author":"Achiam","year":"2023","journal-title":"Gpt-4 technical report"},{"key":"ref81","article-title":"Deepseek-r1: Incentivizing reasoning capability in 11 ms via reinforcement learning","volume":"abs\/2501.12948","author":"DeepSeek-AI","year":"2025","journal-title":"ArXiv"},{"key":"ref82","article-title":"Metagpt: Meta programming for multi-agent collaborative framework","volume":"abs\/2308.00352","author":"Hong","year":"2023","journal-title":"ArXiv"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i16.29710"},{"key":"ref84","article-title":"Exploring large language model based intelligent agents: Definitions, methods, and prospects","volume":"abs\/2401.03428","author":"Cheng","year":"2024","journal-title":"ArXiv"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01724"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.3390\/info16070591"}],"event":{"name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Wuhan, China","start":{"date-parts":[[2025,12,15]]},"end":{"date-parts":[[2025,12,18]]}},"container-title":["2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11355913\/11355975\/11356185.pdf?arnumber=11356185","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T20:51:05Z","timestamp":1770843065000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11356185\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":86,"URL":"https:\/\/doi.org\/10.1109\/bibm66473.2025.11356185","relation":{},"subject":[],"published":{"date-parts":[[2025,12,15]]}}}