@article{bb71900,
AUTHOR = "Luan, X. and Fu, Y. and Liu, L.H. and Li, W.S.",
TITLE = "CSSNet: A 3D medical image segmentation network based on compressed
sparse dual-branch structure",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "222-228",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69589"}
@article{bb71901,
AUTHOR = "Wang, S.Q. and Wu, H. and Yu, X.S. and Wu, C.D.",
TITLE = "Unsupervised Domain Adaptive Medical Segmentation Network Based on
Contrastive Learning",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
PAGES = "e70210",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69590"}
@article{bb71902,
AUTHOR = "Zhao, J.W. and Yang, F. and Li, X. and Jiao, Z.C. and Zhai, Q. and Li, X.M. and Wu, D. and Fu, H.Z. and Cheng, H.",
TITLE = "SegMIC: A universal model for medical image segmentation through
in-context learning",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112179",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69591"}
@article{bb71903,
AUTHOR = "Zhang, J. and Jiang, G.Q. and Li, Z.W. and Tian, B. and Yu, S. and Yu, Q.X. and Zhou, J. and Chen, H. and Pu, J.T. and Yi, Q.Y. and Wang, L.",
TITLE = "Medical image segmentation using dual-decoder mutual teaching with a
mean teacher framework",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112184",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69592"}
@article{bb71904,
AUTHOR = "Yang, Y.K. and Liu, X.P. and Xue, H.C. and Feng, C. and Qu, H. and Wang, L. and Li, L.",
TITLE = "CCPNet: Joining the pooling transformer and target context for
medical image segmentation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112139",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69593"}
@article{bb71905,
AUTHOR = "Diao, Z.S. and Zhang, Y. and Yuan, Y. and Wang, Q. and Zhang, Y. and Gao, Y.",
TITLE = "Mitigating label noise impact: A plug-and-play RECIST-based iterative
label refinement teacher-student learning paradigm for medical image
segmentation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112155",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69594"}
@article{bb71906,
AUTHOR = "Song, J.C. and Chen, H.P. and Lyu, Y.D. and Nie, W.Z. and Liu, A.A.",
TITLE = "Causality-Inspired Unsupervised Domain Adaptation With Target Style
Imitation for Medical Image Segmentation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "10175-10187",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69595"}
@article{bb71907,
AUTHOR = "Li, G. and Liu, L. and Du, Y.F. and Liu, P. and Li, X.Y. and Qi, T. and Qiao, Z. and Chen, D. and Song, Z.",
TITLE = "A recurrent-attention mechanism for medical image segmentation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112252",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69596"}
@article{bb71908,
AUTHOR = "Nguyen, V.Q. and Tran, T.T. and Truong, G.B. and Than, N.L. and Hoang, N.K. and Nguyen, D.H. and Pham, V.T.",
TITLE = "A dense attention Mamba-based network with Adaptive Sigmoid
Fowlkes-Mallows Loss for enhanced medical image segmentation",
JOURNAL = IVC,
VOLUME = "163",
YEAR = "2025",
PAGES = "105778",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69597"}
@article{bb71909,
AUTHOR = "Yu, C.J. and Zhang, H. and Pu, C.L. and Lv, S.Y. and Yu, J. and Wu, X.R. and Ruan, D.S. and Xuan, H.Y. and Yan, Y.",
TITLE = "GraphMamba: Graph-driven spatial order-aware Mamba for medical image
segmentation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112231",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69598"}
@article{bb71910,
AUTHOR = "Zhang, Y.T. and Wang, Y.F. and Wan, Y.X. and Zhao, Q. and Zhao, L.Y. and Li, B.X. and Zhang, L. and Chen, Z.X.",
TITLE = "A carving hierarchical information integration network for medical
image segmentation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112291",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69599"}
@article{bb71911,
AUTHOR = "Liu, J. and Yang, H. and Zhou, H.Y. and Yu, L.Q. and Liang, Y. and Yu, Y.Z. and Zhang, S.T. and Zheng, H.R. and Wang, S.S.",
TITLE = "Swin-UMamba†: Adapting Mamba-Based Vision Foundation Models for
Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "3898-3908",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69600"}
@article{bb71912,
AUTHOR = "Zhao, L.X. and Wang, T. and Zhang, X. and Chen, Y.B. and Yang, E. and Tong, T.",
TITLE = "MTGT: Multiscale Text Feature-Guided Transformer in medical image
segmentation",
JOURNAL = IVC,
VOLUME = "165",
YEAR = "2026",
PAGES = "105846",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69601"}
@article{bb71913,
AUTHOR = "Ma, C.Q. and Cui, R.S. and Liu, F. and Cai, C.L.",
TITLE = "SDC-Net: A novel selective dilated convolution network for medical
images segmentation",
JOURNAL = CVIU,
VOLUME = "262",
YEAR = "2025",
PAGES = "104526",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69602"}
@article{bb71914,
AUTHOR = "Han, K. and Wang, S.H. and Chen, J. and Qian, C.X. and Lyu, C. and Ma, S.Q. and Qiu, C.J. and Sheng, V.S. and Huang, Q.M. and Liu, Z.",
TITLE = "Region Uncertainty Estimation for Medical Image Segmentation With
Noisy Labels",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "5197-5207",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69603"}
@article{bb71915,
AUTHOR = "Li, L. and Ma, Q. and Ouyang, C. and Paetzold, J.C. and Rueckert, D. and Kainz, B.",
TITLE = "Topology Optimization in Medical Image Segmentation With Fast X Euler
Characteristic",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "5221-5232",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69604"}
@article{bb71916,
AUTHOR = "Zou, K. and Chen, Y. and Huang, L. and Zhou, N. and Yuan, X.D. and Shen, X.J. and Wang, M. and Goh, R.S.M. and Liu, Y. and Tham, Y.C. and Fu, H.Z.",
TITLE = "Toward Reliable Medical Image Segmentation by Modeling Evidential
Calibrated Uncertainty",
JOURNAL = Cyber,
VOLUME = "55",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "5975-5988",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69605"}
@article{bb71917,
AUTHOR = "Liu, Z.Y. and Wu, J.L. and Fang, X.Y. and Wang, L.",
TITLE = "Text-Driven Medical Image Segmentation With LLM Semantic Bridge and
LLM Prompt Bridge",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "146-150",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69606"}
@article{bb71918,
AUTHOR = "Jiang, W. and Li, Y.H. and Liu, Z. and An, L. and Quellec, G. and Ou, C.",
TITLE = "SarAdapter: Prioritizing Attention on Semantic-Aware Representative
Tokens for Enhanced Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "40-52",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69607"}
@article{bb71919,
AUTHOR = "Xie, S. and Zhang, L.J. and Niu, Z.W. and Ye, F. and Zhong, Q. and Xie, D. and Chen, Y.W. and Lin, L.",
TITLE = "EICSeg: Universal Medical Image Segmentation via Explicit In-Context
Learning",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "53-69",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69608"}
@article{bb71920,
AUTHOR = "Sun, S. and Chen, Y.F. and Yue, X.D. and Ma, C. and Zhuang, X.H.",
TITLE = "REDNet: Reliable Evidential Discounting Network for Multi-Modality
Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "16-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69609"}
@article{bb71921,
AUTHOR = "Yang, Z.J. and Li, C.Q. and Ma, J.Q.",
TITLE = "TSLDSeg: A texture-aware and semantic-enhanced latent diffusion model
for medical image segmentation",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112795",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69610"}
@article{bb71922,
AUTHOR = "Zhang, X.L. and Liu, Y.M. and Yu, H.Y. and Wang, Z.H.",
TITLE = "MFDiff: Diffusion Probabilistic Model for Medical Image Segmentation
with Multi-Scale Features and Frequency-Aware Attention",
JOURNAL = CVIU,
VOLUME = "263",
YEAR = "2026",
PAGES = "104605",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69611"}
@article{bb71923,
AUTHOR = "Zhao, Y. and Wang, C. and Hao, Y. and Li, L. and Liao, T.L.",
TITLE = "DyGLNet: Hybrid global-local feature fusion with dynamic upsampling
for medical image segmentation",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112792",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69612"}
@article{bb71924,
AUTHOR = "Song, F.F. and Bo, Y.T. and Wang, S.D. and Long, Y. and Zhang, H.F.",
TITLE = "Leveraging language to generalize natural images to few-shot medical
image segmentation",
JOURNAL = PRL,
VOLUME = "201",
YEAR = "2026",
PAGES = "66-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69613"}
@article{bb71925,
AUTHOR = "Zeng, Q.J. and Luo, H. and Lu, Z. and Xie, Y.T. and Wang, Z.Y. and Zhang, Y.N. and Xia, Y.",
TITLE = "Harnessing Text Insights With Visual Alignment for Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "477-489",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69614"}
@article{bb71926,
AUTHOR = "Zeng, Q.J. and Luo, H. and Ma, X.K. and Lu, Z. and Hu, Y. and Lu, M.K. and Zhang, Y.N. and Xia, Y.",
TITLE = "Decoupling Target Semantics via Text-Anchored Visual Contrast for
Semi-Supervised Medical Image Segmentation",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "3228-3239",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69615"}
@article{bb71927,
AUTHOR = "Zhao, W. and Zhong, L. and Liao, X. and Liao, W.J. and Zhang, S. and Zhang, S.T. and Wang, G.",
TITLE = "MetaSSL: A General Heterogeneous Loss for Semi-Supervised Medical
Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "751-763",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69616"}
@article{bb71928,
AUTHOR = "Wang, Z.S. and Chen, L. and Xie, X.L. and Zhang, Y. and Cai, Y.P. and Ding, W.P.",
TITLE = "Teacher-Student Instance-Level Adversarial Augmentation for Single
Domain Generalized Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "764-776",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69617"}
@article{bb71929,
AUTHOR = "Lin, X. and Guo, X. and Yan, Z.Q. and Yu, L.",
TITLE = "Selective intra- and inter-slice interaction for efficient
anisotropic medical image segmentation",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112895",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69618"}
@article{bb71930,
AUTHOR = "Wang, S.Q. and Shi, G. and Xu, X.F. and Liu, T. and Zhao, Y. and Cheng, X.C. and Wang, Y.C.",
TITLE = "Enhanced medical image segmentation via synergistic feature guidance
and multi-scale refinement",
JOURNAL = IVC,
VOLUME = "167",
YEAR = "2026",
PAGES = "105914",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69619"}
@article{bb71931,
AUTHOR = "Xia, Z. and Li, H.X. and Lan, L.",
TITLE = "TCSAFormer: Efficient Vision Transformer With Token Compression and
Sparse Attention for Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
PAGES = "e70302",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69620"}
@article{bb71932,
AUTHOR = "Wang, B. and Zhang, X.M. and Liu, X.F. and Zhang, S.Y.",
TITLE = "A Multi-Scale Boundary-Enhanced Denoising Diffusion Network for
Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
PAGES = "e70314",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69621"}
@article{bb71933,
AUTHOR = "Hu, J.F. and Zhou, T. and Huang, K.W. and Zhou, Y. and Zhang, H.F. and Fan, B.Q. and Fu, H.Z.",
TITLE = "Uncertainty-Guided Prototype Reliability Enhancement Network for
Few-Shot Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "1279-1290",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69622"}
@article{bb71934,
AUTHOR = "Tan, Z.Y. and Cai, Q. and Xia, C.Y.",
TITLE = "VWENet: Volumetric wavelet and mixture-of-experts network for 3D
medical image segmentation",
JOURNAL = PRL,
VOLUME = "203",
YEAR = "2026",
PAGES = "28-34",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69623"}
@article{bb71935,
AUTHOR = "Pan, Q.T. and Li, Z.R. and Yang, G. and Yang, Q. and Ji, B.",
TITLE = "EviVLM: When Evidential Learning Meets Vision Language Model for
Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "1369-1382",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69624"}
@article{bb71936,
AUTHOR = "Lv, P.Q. and Wang, Y.N. and Liu, M. and Zhang, Z. and Ma, Y.F. and Liu, L.C. and Meijering, E.H.W.",
TITLE = "CiSeg: Unsupervised Cross-Modality Adaptation for 3D Medical Image
Segmentation via Causal Intervention",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "1293-1310",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69625"}
@article{bb71937,
AUTHOR = "Xie, X.S. and Zhou, Z.H. and Niu, C. and Li, Z.",
TITLE = "Revisiting Semantic Gap in U-Shaped Networks From a Performance
Oriented Perspective: Quantification, Visualization, and Optimization",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5173-5187",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69626"}
@article{bb71938,
AUTHOR = "Zhao, L. and Zhou, D.M. and Cao, J. and Zhu, W.",
TITLE = "Gradient-guided multi-task framework with genetic optimization for
medical image segmentation and classification",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113276",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69627"}
@article{bb71939,
AUTHOR = "Wang, S.F. and Yu, W. and Ma, C. and Li, J.Z. and Wang, Z. and Gong, M.",
TITLE = "PF2SMIS: Personalized federated few-shot learning for medical image
segmentation",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113247",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69628"}
@article{bb71940,
AUTHOR = "Liu, S.W. and Wang, K.",
TITLE = "WA-UKAN:Wavelet-Enhanced Attention Kolmogorov-Arnold Networks for
medical image segmentation",
JOURNAL = SP:IC,
VOLUME = "145",
YEAR = "2026",
PAGES = "117534",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69629"}
@article{bb71941,
AUTHOR = "Shi, J.J. and Sun, Z.B. and Yu, L. and Yang, X. and Yan, Z.Q.",
TITLE = "Addressing Imbalanced Modal Incompleteness in Realistic Multi-Modal
Medical Image Segmentation via Hierarchical Gradient Alignment",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "3066-3081",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69630"}
@article{bb71942,
AUTHOR = "Tan, D. and Wang, X.C. and Su, Y. and Xia, J.F. and Zheng, C. and Zhong, W.M.",
TITLE = "Large-Scale Multimodality via Dual-Path Cooperative Feature Fusion
Strategy for Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "3098-3110",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69631"}
@article{bb71943,
AUTHOR = "Lv, H.H. and Ma, W.Q. and Yue, G.H. and Jiang, S. and Wu, J. and Chen, L.J.",
TITLE = "A hybrid Mamba-Transformer model with progressive feature enhancement
for medical image segmentation",
JOURNAL = CVIU,
VOLUME = "269",
YEAR = "2026",
PAGES = "104787",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69632"}
@article{bb71944,
AUTHOR = "Zhang, X.Y. and Zhao, Z. and Sun, W.Q. and Zhang, Y.Q. and Yu, C.L. and Meng, X.",
TITLE = "MAS-Net: A medical image segmentation method based on memory
augmentation and supplementation",
JOURNAL = CVIU,
VOLUME = "269",
YEAR = "2026",
PAGES = "104816",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69633"}
@article{bb71945,
AUTHOR = "Guo, Y.J. and Li, K. and Lin, J. and Lin, Y.C. and Chen, J.",
TITLE = "Lightweight hybrid network with efficient approximate self-attention
for medical image segmentation",
JOURNAL = PRL,
VOLUME = "206",
YEAR = "2026",
PAGES = "128-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69634"}
@article{bb71946,
AUTHOR = "Xu, Y.H. and Zhang, T.P. and Fang, Y.Q.",
TITLE = "An explicit suppression paradigm for cross-domain medical image
segmentation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113723",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69635"}
@article{bb71947,
AUTHOR = "Zhu, Z.Q. and Wang, H. and Qi, G.Q. and Li, Y.Y. and Mazur, N. and Liu, Y. and Li, H.F. and Cong, B.S. and Bai, L.T.",
TITLE = "A Survey on lightweight technology of neural networks for medical
image segmentation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113870",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69636"}
@article{bb71948,
AUTHOR = "Song, S.Y. and Hu, G. and Li, C.L. and Sun, D.D. and Jin, Z. and Tang, J.",
TITLE = "Structure and progress aware diffusion for medical image segmentation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113733",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69637"}
@article{bb71949,
AUTHOR = "Lawal, M. and Yuan, Z.J. and Hua, Y. and Yi, D.",
TITLE = "Frequency aided attention mechanism for better segmentation
generalization and explainability",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113988",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69638"}
@article{bb71950,
AUTHOR = "Barfoot, T. and Garcia Peraza Herrera, L.C. and Akcay, S. and Glocker, B. and Vercauteren, T.",
TITLE = "Average Calibration Losses for Reliable Uncertainty in Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "3412-3423",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69639"}
@article{bb71951,
AUTHOR = "Zhang, Z.X. and Xiang, B. and Xie, C.H. and Yuan, F.N.",
TITLE = "High-resolution Fusion Mamba and deep-feature memory for medical
image segmentation",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114147",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69640"}
@article{bb71952,
AUTHOR = "Dai, W. and Liu, S. and Fripp, J. and Engstrom, C. and Chandra, S.S.",
TITLE = "Interpretable Semantic Medical Image Segmentation With Style and
Confidence",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10504-10517",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69641"}
@article{bb71953,
AUTHOR = "Yang, J.W. and Li, L.Q. and Li, W.S. and Zheng, S.H.",
TITLE = "Harmonize task divergence with MUNet: Bridging semantic gaps between
segmentation and classification for medical images",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114097",
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@inproceedings{bb71954,
AUTHOR = "Yue, W.B. and Li, C. and Xu, G.P.",
TITLE = "A Novel Downsampling Strategy Based on Information Complementarity
for Medical Image Segmentation",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "433-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69643"}
@inproceedings{bb71955,
AUTHOR = "Tao, Y.Y. and Deng, H.M. and Yong, T.M.",
TITLE = "AMF-UNet: A Lightweight Adaptive Multi-Mamba Fusion U-Shaped Network
for Medical Image Segmentation",
BOOKTITLE = ICIVC25,
YEAR = "2025",
PAGES = "66-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69644"}
@inproceedings{bb71956,
AUTHOR = "Guo, Y. and Kong, J.Y. and Wang, Y. and Duan, Y.P.",
TITLE = "Take the Bull by the Horns: Learning to Segment Hard Samples",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15642-15652",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69645"}
@inproceedings{bb71957,
AUTHOR = "Nordstrom, M. and Maki, A. and Hult, H.",
TITLE = "The Impact Label Noise and Choice of Threshold has on Cross-Entropy
and Soft-Dice in Image Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20820-20829",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69646"}
@inproceedings{bb71958,
AUTHOR = "Qiu, K.P. and Gao, Z.Q. and Zhou, Z.Y. and Sun, M.J. and Guo, Y.X.",
TITLE = "Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and
Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15672-15681",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69647"}
@inproceedings{bb71959,
AUTHOR = "Rahman, M.M. and Trabelsi, M. and Uzunalioglu, H. and Boyd, A.",
TITLE = "Personalized Mixture of Experts for Multi-Site Medical Image
Segmentation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3172-3184",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69648"}
@inproceedings{bb71960,
AUTHOR = "Karimijarbigloo, S. and Kolahi, S.G. and Azad, R. and Bagci, U. and Merhof, D.",
TITLE = "Frequency-Domain Refinement of Vision Transformers for Robust Medical
Image Segmentation Under Degradation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "9176-9185",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69649"}
@inproceedings{bb71961,
AUTHOR = "Xie, B. and Tang, H. and Cai, D. and Yan, Y.",
TITLE = "MS-UMLP: Medical Image Segmentation via Multi-scale U-shape Mlp-mixer",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "X: 325-341",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69650"}
@inproceedings{bb71962,
AUTHOR = "Tian, Y. and Wen, C.C. and Shi, M. and Afzal, M.M. and Huang, H. and Khan, M.O. and Luo, Y. and Fang, Y. and Wang, M.Y.",
TITLE = "Fairdomain: Achieving Fairness in Cross-domain Medical Image
Segmentation and Classification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVI: 251-271",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69651"}
@inproceedings{bb71963,
AUTHOR = "Xu, C. and Huang, Q.M. and Hou, Y.Q. and Wu, J.X. and Zhang, F. and Chang, H.J. and Jiao, J.B.",
TITLE = "Few Exemplar-based General Medical Image Segmentation via Domain-aware
Selective Adaptation",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "II: 159-173",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69652"}
@inproceedings{bb71964,
AUTHOR = "Khan, T.M. and Iqbal, S. and Naqvi, S.S. and Razzak, I. and Meijering, E.",
TITLE = "LMBF-Net: A Lightweight Multipath Bidirectional Focal Attention
Network for Multifeatures Segmentation",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "2807-2813",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69653"}
@inproceedings{bb71965,
AUTHOR = "Du, Q.Y. and Zhong, B.J. and Ma, K.K.",
TITLE = "ATU-NET: An Adaptive Transformation-Based U-NET for Medical Image
Segmentation",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "2989-2995",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69654"}
@inproceedings{bb71966,
AUTHOR = "Wu, J. and Xu, M.",
TITLE = "One-Prompt to Segment All Medical Images",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11302-11312",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69655"}
@inproceedings{bb71967,
AUTHOR = "Perera, S. and Navard, P. and Yilmaz, A.",
TITLE = "SegFormer3D: an Efficient Transformer for 3D Medical Image
Segmentation",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "4981-4988",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69656"}
@inproceedings{bb71968,
AUTHOR = "Ding, Y.H. and Li, L. and Wang, W.G. and Yang, Y.",
TITLE = "Clustering Propagation for Universal Medical Image Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3357-3369",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69657"}
@inproceedings{bb71969,
AUTHOR = "Cheng, Z.H. and Wei, Q.Y. and Zhu, H. and Wang, Y. and Qu, L.Q. and Shao, W. and Zhou, Y.",
TITLE = "Unleashing the Potential of SAM for Medical Adaptation via
Hierarchical Decoding",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3511-3522",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69658"}
@inproceedings{bb71970,
AUTHOR = "Rakic, M. and Wong, H.E. and Ortiz, J.J.G. and Cimini, B.A. and Guttag, J.V. and Dalca, A.V.",
TITLE = "Tyche: Stochastic in-Context Learning for Medical Image Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11159-11173",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69659"}
@inproceedings{bb71971,
AUTHOR = "Chen, Z.Y. and Pan, Y.S. and Ye, Y.W. and Lu, M.K. and Xia, Y.",
TITLE = "Each Test Image Deserves A Specific Prompt: Continual Test-Time
Adaptation for 2D Medical Image Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11184-11193",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69660"}
@inproceedings{bb71972,
AUTHOR = "Wu, Y.C. and Luo, X. and Xu, Z. and Guo, X.Q. and Ju, L. and Ge, Z.Y. and Liao, W.J. and Cai, J.F.",
TITLE = "Diversified and Personalized Multi-Rater Medical Image Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11470-11479",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69661"}
@inproceedings{bb71973,
AUTHOR = "Chen, X.Y. and Zheng, H. and Li, Y.M. and Ma, Y.C. and Ma, L. and Li, H.M. and Fan, Y.",
TITLE = "Versatile Medical Image Segmentation Learned from Multi-Source
Datasets via Model Self-Disambiguation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11747-11756",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69662"}
@inproceedings{bb71974,
AUTHOR = "Dong, H.Y. and Konz, N. and Gu, H.X. and Mazurowski, M.A.",
TITLE = "Medical Image Segmentation with InTEnt: Integrated Entropy Weighting
for Single Image Test-Time Adaptation",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "5046-5055",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69663"}
@inproceedings{bb71975,
AUTHOR = "Aleem, S. and Wang, F. and Maniparambil, M. and Arazo, E. and Dietlmeier, J. and Curran, K. and O'Connor, N.E. and Little, S.",
TITLE = "Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for
Zero-shot Medical Image Segmentation",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "5184-5193",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69664"}
@inproceedings{bb71976,
AUTHOR = "Nam, J.H. and Syazwany, N.S. and Kim, S.J. and Lee, S.C.",
TITLE = "Modality-Agnostic Domain Generalizable Medical Image Segmentation by
Multi-Frequency in Multi-Scale Attention",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11480-11491",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69665"}
@inproceedings{bb71977,
AUTHOR = "Schmidt Mengin, M. and Benichoux, A. and Belachew, S. and Komodakis, N. and Paragios, N.",
TITLE = "ToNNO: Tomographic Reconstruction of a Neural Network's Output for
Weakly Supervised Segmentation of 3D Medical Images",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11428-11438",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69666"}
@inproceedings{bb71978,
AUTHOR = "Li, Z. and Yang, L.T. and Ren, B. and Nie, X. and Gao, Z.Y. and Tan, C. and Li, S.Z.",
TITLE = "MLIP: Enhancing Medical Visual Representation with Divergence Encoder
and Knowledge-guided Contrastive Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11704-11714",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69667"}
@inproceedings{bb71979,
AUTHOR = "Azad, R. and Niggemeier, L. and Huttemann, M. and Kazerouni, A. and Aghdam, E.K. and Velichko, Y. and Bagci, U. and Merhof, D.",
TITLE = "Beyond Self-Attention: Deformable Large Kernel Attention for Medical
Image Segmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1276-1286",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69668"}
@inproceedings{bb71980,
AUTHOR = "Rahman, M.M. and Shokouhmand, S. and Bhatt, S. and Faezipour, M.",
TITLE = "MIST: Medical Image Segmentation Transformer with Convolutional
Attention Mixing (CAM) Decoder",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "403-412",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69669"}
@inproceedings{bb71981,
AUTHOR = "Leng, T. and Zhang, Y.M. and Han, K. and Xie, X.H.",
TITLE = "Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation
with Meta-Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "7910-7920",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69670"}
@inproceedings{bb71982,
AUTHOR = "Gorade, V. and Mittal, S. and Jha, D. and Bagci, U.",
TITLE = "SynergyNet: Bridging the Gap between Discrete and Continuous
Representations for Precise Medical Image Segmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "7753-7762",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69671"}
@inproceedings{bb71983,
AUTHOR = "Schmidt, A. and Morales Alvarez, P. and Molina, R.",
TITLE = "Probabilistic Modeling of Inter- and Intra-observer Variability in
Medical Image Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "21040-21049",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69672"}
@inproceedings{bb71984,
AUTHOR = "Singh, P. and Chen, L. and Chen, M. and Pan, J.Q. and Chukkapalli, R. and Chaudhari, S. and Cirrone, J.",
TITLE = "Enhancing Medical Image Segmentation: Optimizing Cross-Entropy
Weights and Post-Processing with Autoencoders",
BOOKTITLE = CVAMD23,
YEAR = "2023",
PAGES = "2676-2685",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69673"}
@inproceedings{bb71985,
AUTHOR = "Pandey, S. and Chen, K.F. and Dam, E.B.",
TITLE = "Comprehensive Multimodal Segmentation in Medical Imaging:
Combining YOLOv8 with SAM and HQ-SAM Models",
BOOKTITLE = CVAMD23,
YEAR = "2023",
PAGES = "2584-2590",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69674"}
@inproceedings{bb71986,
AUTHOR = "Pal, D. and Meena, T. and Mahapatra, D. and Roy, S.",
TITLE = "AW-Net: A Novel Fully Connected Attention-based Medical Image
Segmentation Model",
BOOKTITLE = CVAMD23,
YEAR = "2023",
PAGES = "2524-2533",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69675"}
@inproceedings{bb71987,
AUTHOR = "Bastico, M. and Ryckelynck, D. and Corte, L. and Tillier, Y. and Decenciere, E.",
TITLE = "A Simple and Robust Framework for Cross-Modality Medical Image
Segmentation applied to Vision Transformers",
BOOKTITLE = LXCV-ICCV23,
YEAR = "2023",
PAGES = "4130-4140",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69676"}
@inproceedings{bb71988,
AUTHOR = "Butoi, V.I. and Ortiz, J.J.G. and Ma, T.Y. and Sabuncu, M.R. and Guttag, J. and Dalca, A.V.",
TITLE = "UniverSeg: Universal Medical Image Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "21381-21394",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69677"}
@inproceedings{bb71989,
AUTHOR = "Marinov, Z. and Reiß, S. and Kersting, D. and Kleesiek, J. and Stiefelhagen, R.",
TITLE = "Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning
for Semantic Segmentation in Medical Imaging",
BOOKTITLE = CVAMD23,
YEAR = "2023",
PAGES = "2275-2285",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69678"}
@inproceedings{bb71990,
AUTHOR = "Hu, H. and Jin, Z.C. and Zhou, Q.W. and Guan, Q. and Chen, Q.",
TITLE = "CTI-Unet: Hybrid Local Features and Global Representations
Efficiently",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "735-739",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69679"}
@inproceedings{bb71991,
AUTHOR = "Li, J.Q.",
TITLE = "MCTE: Marrying Convolution and Transformer Efficiently for End-to-End
Medical Image Segmentation",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1100-1104",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69680"}
@inproceedings{bb71992,
AUTHOR = "Huang, Y. and Liu, J.M. and Chen, H.",
TITLE = "Self-Reinforcing For Few-Shot Medical Image Segmentation",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "655-659",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69681"}
@inproceedings{bb71993,
AUTHOR = "Jiang, M.R. and Roth, H.R. and Li, W.Q. and Yang, D. and Zhao, C. and Nath, V. and Xu, D.G. and Dou, Q. and Xu, Z.Y.",
TITLE = "Fair Federated Medical Image Segmentation via Client Contribution
Estimation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16302-16311",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69682"}
@inproceedings{bb71994,
AUTHOR = "Rahman, A. and Valanarasu, J.M.J. and Hacihaliloglu, I. and Patel, V.M.",
TITLE = "Ambiguous Medical Image Segmentation Using Diffusion Models",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11536-11546",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69683"}
@inproceedings{bb71995,
AUTHOR = "Santhirasekaram, A. and Winkler, M. and Rockall, A. and Glocker, B.",
TITLE = "Topology Preserving Compositionality for Robust Medical Image
Segmentation",
BOOKTITLE = TAG-PRA23,
YEAR = "2023",
PAGES = "543-552",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69684"}
@inproceedings{bb71996,
AUTHOR = "Yuan, M.Z. and Xia, Y.D. and Dong, H.X. and Chen, Z. and Yao, J. and Qiu, M.Y. and Yan, K. and Yin, X.L. and Shi, Y. and Chen, X. and Liu, Z. and Dong, B. and Zhou, J. and Lu, L. and Zhang, L. and Zhang, L.",
TITLE = "Devil is in the Queries: Advancing Mask Transformers for Real-world
Medical Image Segmentation and Out-of-Distribution Localization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23879-23889",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69685"}
@inproceedings{bb71997,
AUTHOR = "Jeong, S.W. and Cho, H.H. and Kwon, J. and Park, H.",
TITLE = "Region-of-interest Attentive Heteromodal Variational Encoder-decoder
for Segmentation with Missing Modalities",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:132-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69686"}
@inproceedings{bb71998,
AUTHOR = "Zheng, Z. and Hayashi, Y. and Oda, M. and Kitasaka, T. and Mori, K.",
TITLE = "Trimix: A General Framework for Medical Image Segmentation from Limited
Supervision",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:185-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69687"}
@inproceedings{bb71999,
AUTHOR = "Tian, M. and Yang, Q. and Gao, Y.",
TITLE = "Multi-scale Multi-task Distillation for Incremental 3d Medical Image
Segmentation",
BOOKTITLE = MCV22,
YEAR = "2022",
PAGES = "369-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69688"}
Last update:Aug 19, 2026 at 13:26:35