@article{bb71600,
AUTHOR = "Fiaz, M. and Noman, M. and Cholakkal, H. and Anwer, R.M. and Hanna, J. and Khan, F.S.",
TITLE = "Guided-attention and gated-aggregation network for medical image
segmentation",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110812",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69290"}
@article{bb71601,
AUTHOR = "Gai, D. and Geng, Y.H. and Huang, X. and Huang, Z. and Xiong, X. and Zhou, R.H. and Wang, Q.",
TITLE = "Feature ensemble network for medical image segmentation with
multi-scale atrous transformer",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "11",
PAGES = "3082-3092",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69291"}
@article{bb71602,
AUTHOR = "Wang, Y. and Zhang, M. and Liang, J. and Liang, M.Y.",
TITLE = "MFH-Net: A Hybrid CNN-Transformer Network Based Multi-Scale Fusion
for Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "6",
PAGES = "e23192",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69292"}
@article{bb71603,
AUTHOR = "Zhang, Y.M. and Li, H.L. and Gao, Y.J. and Duan, H.R. and Huang, Y.W. and Zheng, Y.F.",
TITLE = "Prototype Correlation Matching and Class- Relation Reasoning for
Few-Shot Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "4041-4054",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69293"}
@article{bb71604,
AUTHOR = "Chen, T. and Wang, C.H. and Chen, Z.H. and Lei, Y.M. and Shan, H.M.",
TITLE = "HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "3570-3583",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69294"}
@article{bb71605,
AUTHOR = "Ji, Z.X. and Ye, S.L. and Ma, X.",
TITLE = "Sparse Coding Inspired LSTM and Self-Attention Integration for
Medical Image Segmentation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "6098-6113",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69295"}
@article{bb71606,
AUTHOR = "Zhang, J.W. and Zhang, Y.C. and Qiu, H.L. and Wang, T.C. and Li, X.M. and Zhu, S.F. and Huang, M.P. and Zhuang, J. and Shi, Y.Y. and Xu, X.W.",
TITLE = "Constrained multi-scale dense connections for biomedical image
segmentation",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111031",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69296"}
@article{bb71607,
AUTHOR = "Sun, J.D. and Li, Y. and Wu, X.S. and Tang, C.S. and Wang, S.H. and Zhang, Y.D.",
TITLE = "HAD-Net: An attention U-based network with hyper-scale shifted
aggregating and max-diagonal sampling for medical image segmentation",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104151",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69297"}
@article{bb71608,
AUTHOR = "Ning, G.J. and Liu, P.P. and Dai, C.Y. and Sun, M. and Zhou, Q.Z. and Li, Q.L.",
TITLE = "RGAM: A refined global attention mechanism for medical image
segmentation",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "8",
PAGES = "1362-1375",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69298"}
@article{bb71609,
AUTHOR = "Zhang, Z. and Yin, G.C. and Ma, Z. and Tan, Y.P. and Zhang, B. and Zhuang, Y.F.",
TITLE = "IDA-NET: Individual Difference aware Medical Image Segmentation with
Meta-Learning",
JOURNAL = PRL,
VOLUME = "187",
YEAR = "2025",
PAGES = "21-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69299"}
@article{bb71610,
AUTHOR = "Gao, J. and Lao, Q. and Kang, Q.B. and Liu, P. and Du, C.L. and Li, K. and Zhang, L.",
TITLE = "Boosting Your Context by Dual Similarity Checkup for In-Context
Learning Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "310-319",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69300"}
@article{bb71611,
AUTHOR = "Amaan Valiuddin, M.M. and Viviers, C.G.A. and van Sloun, R.J.G. and de With, P.H.N. and van der Sommen, F.",
TITLE = "Investigating and Improving Latent Density Segmentation Models for
Aleatoric Uncertainty Quantification in Medical Imaging",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "384-395",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69301"}
@article{bb71612,
AUTHOR = "Huang, W.D. and Hu, J. and Xiao, J.H. and Wei, Y. and Bi, X.L. and Xiao, B.",
TITLE = "Prototype-Guided Graph Reasoning Network for Few-Shot Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "761-773",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69302"}
@article{bb71613,
AUTHOR = "Dhamale, A. and Rajalakshmi, R. and Balasundaram, A.",
TITLE = "Dual multi scale networks for medical image segmentation using
contrastive learning",
JOURNAL = IVC,
VOLUME = "154",
YEAR = "2025",
PAGES = "105371",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69303"}
@article{bb71614,
AUTHOR = "Wang, W. and He, J.X. and Wang, X.",
TITLE = "Rethinking Feature Guidance for Medical Image Segmentation",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "641-645",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69304"}
@article{bb71615,
AUTHOR = "Huang, S. and Ge, Y.X. and Liu, D.F. and Hong, M.J. and Zhao, J. and Loui, A.C.",
TITLE = "Rethinking Copy-Paste for Consistency Learning in Medical Image
Segmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "1060-1074",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69305"}
@article{bb71616,
AUTHOR = "Huang, Y.Z. and Han, L. and Dou, H.R.",
TITLE = "Generative feature style augmentation for domain generalization in
medical image segmentation",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111416",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69306"}
@article{bb71617,
AUTHOR = "Ren, Z.T. and Li, Y.M. and Wang, L.J. and Xu, L.H.",
TITLE = "Lite-MixedNet: Lightweight and efficient hybrid network for medical
image segmentation",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111378",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69307"}
@article{bb71618,
AUTHOR = "Wang, Z.H. and He, Y.X. and Yi, Z. and He, T. and Bu, J.J.",
TITLE = "Neural Memory Self-Supervised State Space Models With Learnable Gates",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "926-930",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69308"}
@article{bb71619,
AUTHOR = "Lin, L. and Liu, Y.X. and Wu, J.W. and Cheng, P. and Cai, Z.Y. and Wong, K.K.Y. and Tang, X.Y.",
TITLE = "FedLPPA: Learning Personalized Prompt and Aggregation for Federated
Weakly-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1127-1139",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69309"}
@article{bb71620,
AUTHOR = "Wang, H.F. and Liu, Y.T. and Ye, J.Y. and Yang, D.W. and Zhu, Y.",
TITLE = "TS-Net: Trans-Scale Network for Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70064",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69310"}
@article{bb71621,
AUTHOR = "Zhang, F.Y. and Fan, Z.",
TITLE = "CS U-NET: A Medical Image Segmentation Method Integrating Spatial and
Contextual Attention Mechanisms Based on U-NET",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70072",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69311"}
@article{bb71622,
AUTHOR = "Zhang, C. and Zheng, H. and You, X. and Zheng, Y.F. and Gu, Y.",
TITLE = "PASS: Test-Time Prompting to Adapt Styles and Semantic Shapes in
Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "1853-1865",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69312"}
@article{bb71623,
AUTHOR = "Gu, Y.Y. and Wang, Y. and Ye, H. and Shu, X.",
TITLE = "DA-Net: Deep attention network for biomedical image segmentation",
JOURNAL = SP:IC,
VOLUME = "135",
YEAR = "2025",
PAGES = "117283",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69313"}
@article{bb71624,
AUTHOR = "Wu, L. and Zhang, M. and Piao, Y. and Yao, Z.Y. and Sun, W.B. and Tian, F. and Lu, H.C.",
TITLE = "CNN-Transformer Rectified Collaborative Learning for Medical Image
Segmentation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4072-4086",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69314"}
@article{bb71625,
AUTHOR = "Jing, W.P. and Wang, J. and Di, D.L. and Li, D.D. and Song, Y. and Fan, L.",
TITLE = "Multi-modal hypergraph contrastive learning for medical image
segmentation",
JOURNAL = PR,
VOLUME = "165",
YEAR = "2025",
PAGES = "111544",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69315"}
@article{bb71626,
AUTHOR = "Zhang, Z.Z. and Chen, Y.Y. and Yu, H. and Wang, Z.W. and Wang, S.S. and Fan, F.L. and Shan, H.M. and Zhang, Y.",
TITLE = "UniAda: Domain Unifying and Adapting Network for Generalizable
Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "1988-2001",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69316"}
@article{bb71627,
AUTHOR = "Zhu, Y. and Zhang, D. and Lin, Y. and Feng, Y.F. and Tang, J.H.",
TITLE = "Merging Context Clustering With Visual State Space Models for Medical
Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2131-2142",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69317"}
@article{bb71628,
AUTHOR = "Chen, P. and Wang, H.H. and Jin, Q.",
TITLE = "MPKU-Net: A U-Shaped Medical Image Segmentation Network Based on MLP
and KAN",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70105",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69318"}
@article{bb71629,
AUTHOR = "Wang, Y.B. and Shi, Y. and Zhao, R. and Chen, Y. and Ren, X.Q. and Xing, B.H.",
TITLE = "MGMFormer: Multi-Scale Attentional Medical Image Segmentation Network
for Semantic Feature Enhancement",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70086",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69319"}
@article{bb71630,
AUTHOR = "Yu, X.C. and Chen, Q. and Liang, M.M. and Yu, L.J. and Zheng, J.",
TITLE = "Feature Subspace Projection Knowledge Distillation for Medical Image
Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70085",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69320"}
@article{bb71631,
AUTHOR = "Tian, M. and Yang, Q.Z. and Gao, Y.",
TITLE = "AttenScribble: Attention-enhanced scribble supervision for medical
image segmentation",
JOURNAL = JVCIR,
VOLUME = "110",
YEAR = "2025",
PAGES = "104476",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69321"}
@article{bb71632,
AUTHOR = "Bogensperger, L. and Narnhofer, D. and Falk, A. and Schindler, K. and Pock, T.",
TITLE = "FlowSDF: Flow Matching for Medical Image Segmentation Using Distance
Transforms",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "4864-4876",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69322"}
@article{bb71633,
AUTHOR = "Chen, C.J.",
TITLE = "Hard-UNet architecture for medical image segmentation using position
encoding generator: LSA based encoder",
JOURNAL = JVCIR,
VOLUME = "110",
YEAR = "2025",
PAGES = "104452",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69323"}
@article{bb71634,
AUTHOR = "Shan, D.D. and Li, Z. and Li, Y.X. and Li, Q. and Tian, J. and Hong, Q.Q.",
TITLE = "STPNet: Scale-Aware Text Prompt Network for Medical Image
Segmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "3169-3180",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69324"}
@article{bb71635,
AUTHOR = "Chen, J.Y. and Yuan, Y.D.",
TITLE = "Decentralized Personalization for Federated Medical Image
Segmentation via Gossip Contrastive Mutual Learning",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "2768-2783",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69325"}
@article{bb71636,
AUTHOR = "Wang, H.R. and Huai, L. and Li, W.B. and Qi, L. and Jiang, X.Q. and Shi, Y.H.",
TITLE = "WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With
Sub-Class Exploration and Prompt Affinity Mining",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "2795-2807",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69326"}
@article{bb71637,
AUTHOR = "Wang, J.N. and Zhou, C.X. and Huang, Y.P.",
TITLE = "Contour-Aware Multi-Expert Model for Ambiguous Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "3284-3298",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69327"}
@article{bb71638,
AUTHOR = "Chen, T.X. and Zhou, X.D. and Tan, Z.T. and Wu, Y. and Wang, Z.Y. and Ye, Z. and Gong, T. and Chu, Q. and Yu, N.H. and Lu, L.",
TITLE = "Zig-RiR: Zigzag RWKV-in-RWKV for Efficient Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "3245-3257",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69328"}
@article{bb71639,
AUTHOR = "Chen, H. and Liu, Q. and Fu, Z.M. and Liu, L.",
TITLE = "UM-Mamba: An efficient U-network with medical visual state space for
medical image segmentation",
JOURNAL = CVIU,
VOLUME = "259",
YEAR = "2025",
PAGES = "104436",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69329"}
@article{bb71640,
AUTHOR = "Liao, M. and Yang, R.X. and Zhao, Y.Q. and Liang, W. and Yuan, J.S.",
TITLE = "FocalTransNet: A Hybrid Focal-Enhanced Transformer Network for
Medical Image Segmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5614-5627",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69330"}
@article{bb71641,
AUTHOR = "Zhou, X.L. and Wu, S. and Qiao, Y. and Guo, Y.K. and Qian, C. and Zhang, X.",
TITLE = "Research on Multi-Objective Optimization of Medical Image
Segmentation Based on Frequency Domain Decoupling and Dual Attention
Mechanism",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70186",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69331"}
@article{bb71642,
AUTHOR = "Wan, Y.L. and Zhou, D.M. and Yan, R.",
TITLE = "EGLC: Enhancing Global Localization Capability for medical image
segmentation",
JOURNAL = CVIU,
VOLUME = "260",
YEAR = "2025",
PAGES = "104471",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69332"}
@article{bb71643,
AUTHOR = "Cheng, Z. and Guo, J.T. and Zhang, J. and Qi, L. and Zhou, L.P. and Shi, Y.H. and Gao, Y.",
TITLE = "Mamba-Sea: A Mamba-Based Framework With Global-to-Local Sequence
Augmentation for Generalizable Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "3741-3755",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69333"}
@article{bb71644,
AUTHOR = "Zhang, Z.Y. and Yao, L.H. and Wang, B. and Jha, D. and Durak, G. and Keles, E. and Medetalibeyoglu, A. and Bagci, U.",
TITLE = "DiffBoost: Enhancing Medical Image Segmentation via Text-Guided
Diffusion Model",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "3670-3682",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69334"}
@article{bb71645,
AUTHOR = "Noh, J. and Jeon, W. and Park, J.",
TITLE = "Dual interaction network with cross-image attention for medical image
segmentation",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "332-338",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69335"}
@article{bb71646,
AUTHOR = "Yu, R. and Zhang, Y.Y. and Tian, Y. and Diao, Y.J. and Jin, D. and Pedrycz, W.",
TITLE = "MAMBO-NET: Multi-causal aware modeling backdoor-intervention
optimization for medical image segmentation network",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "102-109",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350mes4.html#TT69336"}
@article{bb71647,
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#TT69337"}
@article{bb71648,
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#TT69338"}
@article{bb71649,
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#TT69339"}
@article{bb71650,
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#TT69340"}
@article{bb71651,
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#TT69341"}
@article{bb71652,
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#TT69342"}
@article{bb71653,
AUTHOR = "Song, J.C. and Chen, H.P. and Lyu, Y. 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#TT69343"}
@article{bb71654,
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#TT69344"}
@article{bb71655,
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#TT69345"}
@article{bb71656,
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#TT69346"}
@article{bb71657,
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#TT69347"}
@article{bb71658,
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#TT69348"}
@article{bb71659,
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#TT69349"}
@article{bb71660,
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#TT69350"}
@article{bb71661,
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#TT69351"}
@article{bb71662,
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#TT69352"}
@article{bb71663,
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#TT69353"}
@article{bb71664,
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#TT69354"}
@article{bb71665,
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#TT69355"}
@article{bb71666,
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#TT69356"}
@article{bb71667,
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#TT69357"}
@article{bb71668,
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#TT69358"}
@article{bb71669,
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#TT69359"}
@article{bb71670,
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#TT69360"}
@article{bb71671,
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#TT69361"}
@article{bb71672,
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#TT69362"}
@article{bb71673,
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#TT69363"}
@article{bb71674,
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#TT69364"}
@article{bb71675,
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#TT69365"}
@article{bb71676,
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#TT69366"}
@article{bb71677,
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#TT69367"}
@article{bb71678,
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#TT69368"}
@article{bb71679,
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#TT69369"}
@article{bb71680,
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#TT69370"}
@article{bb71681,
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#TT69371"}
@article{bb71682,
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#TT69372"}
@article{bb71683,
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#TT69373"}
@article{bb71684,
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#TT69374"}
@article{bb71685,
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#TT69375"}
@article{bb71686,
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#TT69376"}
@article{bb71687,
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#TT69377"}
@article{bb71688,
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#TT69378"}
@article{bb71689,
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#TT69379"}
@article{bb71690,
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#TT69380"}
@article{bb71691,
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#TT69381"}
@article{bb71692,
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#TT69382"}
@article{bb71693,
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#TT69383"}
@article{bb71694,
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#TT69384"}
@article{bb71695,
AUTHOR = "Song, S.Y. and Hu, G. and Li, C.L. and Sun, 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#TT69385"}
@inproceedings{bb71696,
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#TT69386"}
@inproceedings{bb71697,
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#TT69387"}
@inproceedings{bb71698,
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#TT69388"}
@inproceedings{bb71699,
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#TT69389"}
Last update:Jul 11, 2026 at 11:55:55