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BOOKTITLE = ICIAR20,
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BOOKTITLE = CRV20,
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BOOKTITLE = CVPR19,
YEAR = "2019",
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@inproceedings{bb259604,
AUTHOR = "Xu, G. and Song, Z.G. and Sun, Z. and Ku, C. and Yang, Z. and Liu, C.C. and Wang, S.H. and Ma, J.P. and Xu, W.",
TITLE = "CAMEL: A Weakly Supervised Learning Framework for Histopathology
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BOOKTITLE = ICCV19,
YEAR = "2019",
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@inproceedings{bb259605,
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TITLE = "TriResNet: A Deep Triple-Stream Residual Network for Histopathology
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BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "II:369-382",
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AUTHOR = "Cheeseman, A.K. and Tizhoosh, H. and Vrscay, E.R.",
TITLE = "A Compact Representation of Histopathology Images Using Digital Stain
Separation and Frequency-Based Encoded Local Projections",
BOOKTITLE = ICIAR19,
YEAR = "2019",
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AUTHOR = "Kieffer, B. and Babaie, M. and Kalra, S. and Tizhoosh, H.R.",
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BOOKTITLE = IPTA17,
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@inproceedings{bb259608,
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AUTHOR = "Astola, L.",
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@inproceedings{bb259611,
AUTHOR = "Agarwal, N. and Xu, X.M. and Gopi, M.",
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AUTHOR = "Kuse, M. and Sharma, T. and Gupta, S.",
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YEAR = "2022",
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PAGES = "2180-2190",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254463"}
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PAGES = "3003-3015",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254464"}
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PAGES = "26",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254465"}
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YEAR = "2022",
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MONTH = "December",
PAGES = "3952-3968",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254466"}
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AUTHOR = "Jiang, Y.H. and Cui, R.S. and Liu, F.",
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JOURNAL = SP:IC,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254467"}
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YEAR = "2023",
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MONTH = "June",
PAGES = "1809-1821",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254468"}
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AUTHOR = "Zheng, Y.S. and Li, J. and Shi, J. and Xie, F.Y. and Huai, J.G. and Cao, M. and Jiang, Z.G.",
TITLE = "Kernel Attention Transformer for Histopathology Whole Slide Image
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YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "2726-2739",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254469"}
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AUTHOR = "Zheng, Y.S. and Jiang, Z.G. and Zhang, H.P. and Xie, F.Y. and Ma, Y.B. and Shi, H.Q.",
TITLE = "Histopathological Whole Slide Image Analysis Using Context-Based CBIR",
JOURNAL = MedImg,
VOLUME = "37",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "1641-1652",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254470"}
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AUTHOR = "Shi, J. and Shu, T. and Jiang, Z.G. and Wang, W. and Wu, H.B. and Zheng, Y.S.",
TITLE = "Slide-Based Graph Collaborative Training for Histopathology Whole
Slide Image Analysis",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "4267-4280",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254471"}
@article{bb259645,
AUTHOR = "Zhou, X.Y. and Ding, S.S. and Zhang, W.H. and Li, J.C. and Wang, J. and Chen, J.S. and Shi, J.",
TITLE = "Dual-masked contrastive learning based hypergraph foundation model
for whole slide images",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111995",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254472"}
@article{bb259646,
AUTHOR = "Liang, M.Y. and Zhang, S.P. and Wang, X. and Li, B. and Javed, M.H. and Jia, X.J. and Wang, L.",
TITLE = "NSB-H2GAN: 'Negative Sample'-Boosted Hierarchical Heterogeneous Graph
Attention Network for Interpretable Classification of Whole-Slide
Images",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "4215-4229",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254473"}
@article{bb259647,
AUTHOR = "Wang, Z. and Feng, Q.Y. and Corredor, G. and Koyuncu, C. and Lu, C.",
TITLE = "Measuring dense false positive regions from segmentation result for
whole slide tissue histology image",
JOURNAL = JVCIR,
VOLUME = "96",
YEAR = "2023",
PAGES = "103929",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254474"}
@article{bb259648,
AUTHOR = "Wang, Z.H. and Yu, L.Q. and Ding, X. and Liao, X.H. and Wang, L.S.",
TITLE = "Shared-Specific Feature Learning With Bottleneck Fusion Transformer
for Multi-Modal Whole Slide Image Analysis",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "3374-3383",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254475"}
@article{bb259649,
AUTHOR = "Morales Alvarez, P. and Schmidt, A. and Hernandez Lobato, J.M. and Molina, R.",
TITLE = "Introducing instance label correlation in multiple instance learning.
Application to cancer detection on histopathological images",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110057",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254476"}
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AUTHOR = "Shi, J.B. and Tang, L. and Gao, Z. and Li, Y. and Wang, C.B. and Gong, T. and Li, C. and Fu, H.Z.",
TITLE = "MG-Trans: Multi-Scale Graph Transformer With Information Bottleneck
for Whole Slide Image Classification",
JOURNAL = MedImg,
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YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3871-3883",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254477"}
@article{bb259651,
AUTHOR = "Liu, P. and Ji, L.P. and Zhang, X.Y. and Ye, F.",
TITLE = "Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based
Whole Slide Image Classification",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "1841-1852",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254478"}
@article{bb259652,
AUTHOR = "Ding, W.L. and Liao, W.Y. and Zhu, X.J. and Zhu, H.B.",
TITLE = "A novel automatic annotation method for whole slide pathological
images combined clustering and edge detection technique",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "6",
PAGES = "1516-1529",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254479"}
@article{bb259653,
AUTHOR = "Wang, H.Y. and Luo, L.Y. and Wang, F. and Tong, R.F. and Chen, Y.W. and Hu, H.J. and Lin, L. and Chen, H.",
TITLE = "Rethinking Multiple Instance Learning for Whole Slide Image
Classification: A Bag-Level Classifier is a Good Instance-Level
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JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "3964-3976",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254480"}
@article{bb259654,
AUTHOR = "Qu, L.H. and Ma, Y.F. and Luo, X.Y. and Guo, Q.H. and Wang, M.N. and Song, Z.J.",
TITLE = "Rethinking Multiple Instance Learning for Whole Slide Image
Classification: A Good Instance Classifier Is All You Need",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9732-9744",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254481"}
@article{bb259655,
AUTHOR = "Chen, W.T. and Liu, J. and Chow, T.W.S. and Yuan, Y.X.",
TITLE = "STAR-RL: Spatial-Temporal Hierarchical Reinforcement Learning for
Interpretable Pathology Image Super-Resolution",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "4368-4379",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254482"}
@article{bb259656,
AUTHOR = "Yan, R. and Sun, Q. and Jin, C. and Liu, Y.Q. and He, Y.H. and Guan, T. and Chen, H.",
TITLE = "Shapley Values-Enabled Progressive Pseudo Bag Augmentation for
Whole-Slide Image Classification",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "588-597",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254483"}
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TITLE = "FR-MIL: Distribution Re-Calibration-Based Multiple Instance Learning
With Transformer for Whole Slide Image Classification",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "409-421",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254484"}
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AUTHOR = "Huang, Y.Y. and Zhao, W.Q. and Fu, Y. and Zhu, L.T. and Yu, L.Q.",
TITLE = "Unleash the Power of State Space Model for Whole Slide Image With
Local Aware Scanning and Importance Resampling",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1032-1042",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254485"}
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AUTHOR = "Shi, J.B. and Li, C. and Gong, T.L. and Wang, C.B. and Fu, H.Z.",
TITLE = "CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for
Whole Slide Image Classification",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1218-1229",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254486"}
@inproceedings{bb259660,
AUTHOR = "Shi, J.B. and Li, C. and Gong, T. and Zheng, Y.F. and Fu, H.Z.",
TITLE = "ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for
Whole Slide Image Classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11248-11258",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254487"}
@article{bb259661,
AUTHOR = "Jin, C. and Luo, L.Y. and Lin, H.J. and Hou, J. and Chen, H.",
TITLE = "HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole
Slide Image Classification",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "1796-1808",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254488"}
@article{bb259662,
AUTHOR = "Wang, Z.K. and Zhang, Y.M. and Xu, Y.X. and Imoto, S. and Chen, H. and Song, J.N.",
TITLE = "Histo-Genomic Knowledge Association for Cancer Prognosis From
Histopathology Whole Slide Images",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2170-2181",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254489"}
@article{bb259663,
AUTHOR = "Tran, M. and Wagner, S. and Weichert, W. and Matek, C. and Boxberg, M. and Peng, T.Y.",
TITLE = "Navigating Through Whole Slide Images With Hierarchy, Multi-Object,
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VOLUME = "44",
YEAR = "2025",
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MONTH = "May",
PAGES = "2002-2015",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254490"}
@article{bb259664,
AUTHOR = "Zheng, T.T. and Yao, H.X. and Zhao, S.C. and Jiang, K. and Xiao, Y.",
TITLE = "GraphMamba: Whole slide image classification meets graph-driven
selective state space model",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111768",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254491"}
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AUTHOR = "Cheng, H.L. and Huang, S.J. and Cai, L.H. and Xu, Y.F. and Wang, R.M. and Zhang, Y.B.",
TITLE = "Focus Your Attention: Multiple Instance Learning With Attention
Modification for Whole Slide Pathological Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "5791-5804",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254492"}
@article{bb259666,
AUTHOR = "Wang, F.Y. and Xin, J.Y. and Zhao, W.Q. and Jiang, Y.M. and Yeung, M. and Wang, L.S. and Yu, L.Q.",
TITLE = "TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware
Subgraph Disentanglement",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "2683-2695",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254493"}
@article{bb259667,
AUTHOR = "Han, M.H. and Qu, L. and Yang, D.K. and Zhang, X. and Wang, X.Y. and Zhang, L.H.",
TITLE = "MSCPT: Few-Shot Whole Slide Image Classification With Multi-Scale and
Context-Focused Prompt Tuning",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "3756-3769",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254494"}
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AUTHOR = "Qu, L.H. and Yang, D.K. and Huang, D. and Guo, Q.H. and Luo, R.K. and Zhang, S.T. and Wang, X.S.",
TITLE = "Pathology-knowledge Enhanced Multi-instance Prompt Learning for
Few-Shot Whole Slide Image Classification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XI: 196-212",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254495"}
@article{bb259669,
AUTHOR = "Castro Macias, F.M. and Morales Alvarez, P. and Wu, Y. and Molina, R. and Katsaggelos, A.K.",
TITLE = "Probabilistic smooth attention for deep multiple instance learning in
medical imaging",
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AUTHOR = "Dong, J.Y. and Jiang, J.J. and Jiang, K. and Li, J. and Cai, L.H. and Zhang, Y.B.",
TITLE = "Disentangled Pseudo-Bag Augmentation for Whole Slide Image Multiple
Instance Learning",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "11",
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PAGES = "4181-4197",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254497"}
@article{bb259671,
AUTHOR = "Zuo, Y.L. and Wang, L.Y. and Liu, J.X. and Feng, S.C. and Wang, Y.L. and Zhu, Q. and Shao, W. and Zhang, D.Q.",
TITLE = "TAFL: Task-Agnostic Feature Learner for Efficient Adaptation to
Unseen Clinical Tasks Based on Whole-Slide Histopathological Images",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "4363-4376",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254498"}
@article{bb259672,
AUTHOR = "Tang, W.H. and Huang, S. and Fang, H. and Zhou, F.T. and Liu, B. and Liu, Q.S.",
TITLE = "Multiple Instance Learning Framework with Masked Hard Instance Mining
for Gigapixel Histopathology Image Analysis",
JOURNAL = IJCV,
VOLUME = "134",
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NUMBER = "1",
MONTH = "January",
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254499"}
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AUTHOR = "Tang, W.H. and Huang, S. and Zhang, X.X. and Zhou, F.T. and Zhang, Y. and Liu, B.",
TITLE = "Multiple Instance Learning Framework with Masked Hard Instance Mining
for Whole Slide Image Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4055-4064",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254500"}
@article{bb259674,
AUTHOR = "Tang, L.Z. and Zhang, Z. and Yang, J.Z. and Feng, Y. and Wang, Q. and Sun, S. and Shao, H.B.",
TITLE = "Intervention-Based Mixup Augmentation for Multiple Instance Learning
in Whole-Slide Image Survival Analysis",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "98-111",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254501"}
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AUTHOR = "Wu, Y.H. and Xie, X. and Zhao, C.Q. and Song, P.F. and Yin, F.Y. and Wu, G.Q. and Yu, J.H.",
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VOLUME = "35",
YEAR = "2026",
PAGES = "904-914",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254502"}
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AUTHOR = "Zhang, Y.Q. and Zhang, X.Q. and Wang, J. and Liang, B.Y. and Yang, Y.C. and Tong, C.",
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AUTHOR = "Chen, Y. and Wang, G. and Ji, Y.F. and Li, Y.J. and Ye, J. and Li, T. and Hu, M. and Yu, R.S. and Qiao, Y. and He, J.J.",
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BOOKTITLE = CVPR25,
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AUTHOR = "Zhao, J.W. and Li, X. and Yang, F. and Zhai, Q. and Luo, A. and Zhao, Y. and Cheng, H. and Fu, H.Z.",
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AUTHOR = "Mao, Y. and Wang, J. and Guan, N. and Xue, C.J.",
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29342-29351",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254506"}
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AUTHOR = "Dong, J. and Jiang, J.J. and Jiang, K. and Li, J. and Zhang, Y.B.",
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Hierarchical Distillation Multi-Instance Learning",
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AUTHOR = "Sun, Y.X. and Si, Y.X. and Zhu, C. and Gong, X. and Zhang, K. and Chen, P. and Zhang, Y. and Shui, Z.Y. and Lin, T. and Yang, L.",
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AUTHOR = "Wu, J.X. and Chen, M. and Ke, X. and Xun, T. and Jiang, X.M. and Zhou, H.Y. and Shao, L.Z. and Kong, Y.Y.",
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AUTHOR = "Guo, Z. and Xiong, C.H. and Ma, J. and Sun, Q. and Feng, L. and Wang, J.Z. and Chen, H.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254511"}
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AUTHOR = "Zheng, T.T. and Jiang, K. and Xiao, Y. and Zhao, S.C. and Yao, H.X.",
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YEAR = "2025",
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@inproceedings{bb259686,
AUTHOR = "Ganguly, A. and Chatterjee, D. and Huang, W.T. and Zhang, J. and Yurovsky, A. and Johnson, T.S. and Chen, C.",
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YEAR = "2025",
PAGES = "15611-15620",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254513"}
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AUTHOR = "Li, X. and Cui, Y.F. and Li, J. and Chan, A.B.",
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Whole Slide Imaging",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20800-20809",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254514"}
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AUTHOR = "Raswa, F.H. and Lu, C.S. and Wang, J.C.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254515"}
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AUTHOR = "Yang, S. and Park, W. and Yim, K. and Kim, M.",
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YEAR = "2025",
PAGES = "4595-4605",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254516"}
@inproceedings{bb259690,
AUTHOR = "Park, H. and Hong, S. and Song, C. and Kim, J.W. and Yi, M.Y.",
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YEAR = "2025",
PAGES = "599-608",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254517"}
@inproceedings{bb259691,
AUTHOR = "Thiele, S. and Kockwelp, J. and Wistuba, J. and Kliesch, S. and Gromoll, J. and Risse, B.",
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Classification of Continuously Developing Cells in Histological Whole
Slide Images",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "4442-4451",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254518"}
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AUTHOR = "Jafarinia, H. and Alipanah, A. and Razavi, S. and Mirzaie, N. and Rohban, M.H.",
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YEAR = "2024",
PAGES = "XXXVIII: 333-351",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254522"}
@inproceedings{bb259696,
AUTHOR = "Bui, D.C. and Kwak, J.T.",
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254523"}
@inproceedings{bb259697,
AUTHOR = "Chen, P.Y. and Zhu, C.L. and Zheng, S. and Li, H.L. and Yang, L.",
TITLE = "WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question
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YEAR = "2024",
PAGES = "XXXVI: 401-417",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical851wh2.html#TT254524"}
@inproceedings{bb259698,
AUTHOR = "Zheng, T.T. and Jiang, K. and Yao, H.X.",
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@inproceedings{bb259699,
AUTHOR = "Li, J. and Chen, Y.X. and Chu, H.B. and Sun, Q. and Guan, T. and Han, A. and He, Y.H.",
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Histopathology Whole Slide Image Analysis",
BOOKTITLE = CVPR24,
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Last update:Feb 26, 2026 at 10:58:24