Computational Pathology

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Period ending 2026-09-21

3 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

11 new papers

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208 papers

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  1. Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

    Sep 14, 2026Daniela Vega, Paula Cárdenas, Hannah Ceballos +2Spatial TranscriptomicsComputational Pathology

  2. Weakly Supervised Spatial Grounding for Discriminative Attention-Based Ultrasound-Histopathology Alignment in Prostate Cancer Grading

    Sep 14, 2026Obed Korshie Dzikunu, Emma Willis, Mohammad Mahdi Abootorabi +7Computational PathologyUltrasound

  3. woma: a real-time foundation model and its fine-tuned models for endoscopy

    Sep 14, 2026Thang Tran, Lan DangColonoscopyWireless Foundation Models

  4. A Comparative Evaluation of Pre-trained Convolutional Neural Networks for Melanoma Detection

    Sep 12, 2026Wagner Moreno Schmitz, Marco Antonio de Castro Barbosa, Thiago Magalhães Amaral +2Skin Lesion ClassificationConvolutional Neural Networks

  5. Seamless Whole Slide Label-Free Virtual Staining

    Sep 11, 2026Dou Hoon Kwark, Kianoush Falahkheirkhah, Ji-hun Oh +3Whole-Slide ImagesSpatial Patching

  6. CHIMERA Challenge Task 2 and 3: Response Subtypes Classification and Progression Survival Prediction in Bladder Cancer Patients using Multimodal Datasets

    Sep 8, 2026Catherine Chia, Tongjie Wang, Robert Spaans +12Non-Small Cell Lung CancerSurvival Predictions

  7. CAR-MIL: Counterfactual Attention Regularization for Multiple Instance Learning

    Sep 8, 2026Imane Chraki, Pierre Marza, Stergios Christodoulidis +1Multiple Instance LearningCounterfactual Learning

  8. TAP-Path: Task-Adaptive Structural and Token Pruning for Efficient and Trustworthy Pathology Foundation Models

    Sep 3, 2026Mehedi Hasan, Ashfak Yeafi, Md Khairul IslamPathology Foundation ModelsComputational Pathology

  9. Semantic-Aware Subgraph State Space Model for WSI Classification in Histopathology

    Sep 3, 2026Feixing Chen, Hao Lu, Lin Luo +1Whole-Slide ImagesComputational Pathology

  10. Morphology signal in whole slide image foundation models can automatically triage slides

    Sep 2, 2026Ayushi Sinha, Shashank Yadav, Benjamin Holmes +9Whole-Slide ImagesComputational Pathology

  11. Semantic-Guided Multimodal Preprocessing for Vision Transformer-Based Clear Cell Renal Cell Carcinoma Grading

    Sep 1, 2026Fatemeh Javadian, Zhu Chen, Zahra Aminparast +1Non-Small Cell Lung CancerComputational Pathology

  12. StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization

    Sep 1, 2026Hongtao Kang, Die Luo, Li Chen +4Computational PathologyNormalization

  13. Semi-Supervised Virtual Staining via Morphology Preservation and Histopathological Realism Constraints

    Sep 1, 2026Baoshun Wang, Weiping Lin, Linwu Wang +3Computational PathologyImage-To-Image Translation

  14. Benchmarking Vision-Language Models for Automated Pathology Diagnosis and Report Generation

    Sep 1, 2026Yumi Lee, Harim Oh, Hyoryung Kim +52Pathology Foundation ModelsComputational Pathology

  15. FTU-Seek: Foundation Model-Guided Hard-Negative Learning for Sparse Functional Tissue Unit Segmentation

    Sep 1, 2026Zonghao Liu, Lei Su, Jiguang Yu +4Lesion SegmentationPathology Foundation Models

  16. SlideMix: Enhancing Whole Slide Image Analysis via Multimodal Shuffling

    Aug 31, 2026Chad Wong, Sicheng Chen, Tianyi Zhang +4Whole-Slide ImagesComputational Pathology

  17. SlideBank: A Persistent Hierarchical Evidence Bank for Consistent Whole-Slide Reasoning

    Aug 31, 2026Beidi Zhao, Gexin Huang, Ciro Zhang +6Whole-Slide ImagesPathology

  18. Reliable Benchmarking of Artifact Detection in Computational Pathology: A Reproducibility and Uncertainty Analysis

    Aug 31, 2026Konstantinos Moutselos, Ilias MaglogiannisWhole-Slide ImagesComputational Pathology

  19. Whole-Slide Image Analysis under Realistic Few-Shot Annotation Protocols

    Aug 31, 2026Tiffanie Godelaine, Maxime Zanella, Karim El Khoury +2Whole-Slide ImagesFew-Shot Learning

  20. One Model to Magnify Them All: Efficient Scale-Invariant Histopathology via Conditional Normalization and Continuous Magnification Training

    Aug 10, 2026Agnieszka Florkowska, Henning Müller, Marek WodzinskiComputational PathologyResnet-18

  21. Agentic Visual Reasoning in Whole-Slide Pathology Images via Active Perception

    Aug 9, 2026Jingyun Chen, Fengchun Liu, Linghan Cai +5Whole-Slide ImagesComputational Pathology

  22. Gated Spatial Redundancy Projection for Pathology Transformer Attentions

    Aug 8, 2026Zhiyuan Yang, Jiahao Cheng, Vincent Quoc-Huy Trinh +1Whole-Slide ImagesComputational Pathology

  23. LoRCA: LoRA Cycle Adaptation for Histology to HiP-CT Translation with DINOv3

    Aug 7, 2026Yang Zhou, Edoardo Occhipinti, Banboye Kidzeru Elvis +11TomographyComputational Pathology

  24. Explanation Stability of Test-Time Adaptation in Computational Pathology: A Large-Scale Benchmark

    Aug 7, 2026R. G. Bahumanya, Harshith V. M., Shreyank N. Gowda +1Computational PathologyExplainability

  25. Beyond Relevance: Bayesian Evidence Acquisition for Agentic Whole-Slide Image Reasoning

    Aug 6, 2026Bryan Wong, Xun Xu, Huazhu Fu +2Whole-Slide ImagesComputational Pathology

  26. Bag-of-Visual-Words for Spatial Mapping of Lung Adenocarcinoma Growth Patterns

    Aug 5, 2026Darya Ardan, Valentin Oreiller, Henning MüllerWhole-Slide ImagesMultiple Instance Learning

  27. Morphology-Aware Implicit Super-Resolution Network for Pathological Images

    Aug 4, 2026Jiaming Liang, QiHui Han, Haolin Chen +5Diffusion-Based Super-Resolution FrameworkComputational Pathology

  28. S3^3-Diff: Structural Semantic Synergy Diffusion Model for High Fidelity Super Resolution of Pathological Images

    Aug 4, 2026Jiaming Liang, QiHui Han, Guangye Ou +6Super-Resolution FrameworkComputational Pathology

  29. From Multi-Resolution Cells to Gigapixel Whole Slide Images Foundation Model for Computational Pathology

    Aug 4, 2026Basit Alawode, Moshira Ali Abdalla, Dwarikanath Mahapatra +2Whole-Slide ImagesComputational Pathology

  30. CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation

    Aug 4, 2026Ting Yin, Danning Li, Chen Shu +17Pathology Foundation ModelsReport

  31. SAGE: Semantic Explainability of Attention-Based Survival Models in Computational Pathology

    Aug 3, 2026Abdallah Lamane, Abdul Rahman Diab, Ren-Chin Wu +1Computational PathologySurvival Predictions

  32. Training-Free Out-of-Distribution Detection for Pathology Whole-Slide Images

    Aug 2, 2026Sabri Mustafa Kahya, Richard R. Chen, Muhammet Sami Yavuz +4Whole-Slide ImagesComputational Pathology

  33. Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion

    Aug 2, 2026Yuxiang Xiao, Yang Hu, Bin Li +5Pathology Foundation ModelsPathology

  34. Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

    Aug 2, 2026Zhiwei Chen, Yang Hu, Yuxiang Xiao +7Pathology Foundation ModelsComputational Pathology

  35. From Patches to Evidence Balls: Class-Conditioned Evidence Retrieval for Few-Shot Whole Slide Image Classification

    Aug 2, 2026Di Zhang, Li Zhang, Jiashuai Liu +9Whole-Slide ImagesFew-Shot Learning

  36. Zero-Cost Virtual RNA: Approximating Immunotherapy Signatures via Cross-Modal WSI Retrieval

    Aug 1, 2026Sigrid Vila-Bagaria, Mar Teixidó, Miquel Piñol +3Spatial TranscriptomicsMessenger Rna

  37. Gene Ontology-Guided Hierarchical Spatial Gene Expression Prediction from Histopathology Images

    Aug 1, 2026Zhiwen Xu, Xiaoming Yan, Chengkun Wu +3Spatial TranscriptomicsComputational Pathology

  38. Learning to See Locally and Align Clinically with Pathology Semantics for Radiology Report Generation

    Jul 31, 2026Xuan Cuong NgoRadiology Report GenerationMedical Vision-Language Models

  39. Learning How Much, Not Just What: Cross-Patient Burden Order for CT Vision-Language Pretraining

    Jul 31, 2026Guoliang You, Haifan Gong, Xiaomeng ChuComputed Tomography DatasetMedical Vision-Language Models

  40. What Carries the Signal in Pathology Foundation-Model Atlases? A Patient-Level Controlled Benchmark in Breast Cancer

    Jul 31, 2026Chimdi Walter NdubuisiPathology Foundation ModelsSpatial Transcriptomics

  41. PathView-Bench: Can Multimodal Large Language Models Achieve Fine-grained Multiscale Understanding of Pathology Images?

    Jul 30, 2026Zongyi Chen, Yu Liang, Jie Lin +1Computational PathologyMultimodal Benchmarks

  42. Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures

    Jul 30, 2026Sweta Banerjee, Alireza Teimoury, Nils Porsche +11Pathology Foundation ModelsObject Detection

  43. DS@GT ARC at MEDIQA-CORE-Task-1 2026: Trimodal Model Fusion with Task-Specific Gates for Brain Tumor Subtype Classification

    Jul 30, 2026Hoang Thanh Thanh Truong, Charles R. ClarkBrain Tumor ClassificationMultimodal Fusion

  44. Group Equivariant Diffusion for Anomaly Detection in Computational Cytology

    Jul 28, 2026Swarnadip Chatterjee, Ssharvien Kumar Sivakumar, Anirban MukhopadhyayComputational PathologyAnomaly Score

  45. A Distributional Robustness Margin For Pathology Foundation Models

    Jul 28, 2026Clément Grisi, Jeroen van der Laak, Geert LitjensPathology Foundation ModelsFoundation Model

  46. Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment

    Jul 28, 2026Siyuan Xu, Yan Wang, Haofei Song +7Computational PathologyMultiple Instance Learning

  47. Disentangling Acoustic Cues in Alzheimer's Pathology and Perception: The Roles of Language and Gender

    Jul 27, 2026Liu He, Yuanchao Li, Yin-Long Liu +5AlzheimerGender

  48. PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis

    Jul 26, 2026Chi Phan, Tianyi Zhang, Yufeng Wu +7PathologyMedical Visual Question Answering

  49. Robustifying pathology foundation models via fine-tuning

    Jul 24, 2026Alexandre Filiot, Oskar Thaeter, Benoit Schmauch +1Pathology Foundation Models

  50. Do Pathology Vision-Language Models Truly See Pathology?

    Jul 23, 2026Chengyang Zhang, Wenchuan Zhang, Bo Li +10Medical Vision-Language ModelsPathology

  51. HierarchicalDAEW: Domain-Aware Edge-Weighted Graph Convolution with Evidential Uncertainty for Multi-Section Spatial Gene Expression Prediction from H&E Histology

    Jul 23, 2026Kritanu Chattopadhyay, Soumya Chatterjee, Ondrej Krejcar +1Spatial TranscriptomicsComputational Pathology

  52. Pathologist Attention-Aligned Report Generation for Prostate Histopathology

    Jul 21, 2026Ruoyu Xue, Suryakant Singh, Souradeep Chakraborty +12Radiology Report GenerationWhole-Slide Images

  53. PathAgentBench: Benchmarking Evidence-Seeking Vision-Language Models on Whole-Slide Pathology Image

    Jul 21, 2026Dankai Liao, Tianyi Zhang, Yufeng Wu +6Whole-Slide ImagesPathology Foundation Models

  54. GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis

    Jul 20, 2026Naoto Usuyama, Jeya Maria Jose Valanarasu, Sicong Yao +27Pathology Foundation ModelsWhole-Slide Images

  55. Histopathological Spectrum-Guided Prostate Stratification via Segmentation-Assisted Diagnostic Transformer

    Jul 19, 2026Leyang Li, Lihua Chen, Huangang Hu +7Lesion SegmentationComputational Pathology

  56. Pretraining Multiple Instance Learning Networks with Multi-Teacher Distillation from Pathology Slide Foundation Models

    Jul 16, 2026Mingxi Fu, Jiawen Li, Renao Yan +4Multiple Instance LearningWhole-Slide Images

  57. Self-Evolving Agent Harnesses via Gated Semantic Quality-Diversity

    Jul 15, 2026Xiaotian Luo, Fengxingyu Wang, Chuanrui Hu +2Self-Evolving AgentsAgent Harness

  58. Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

    Jul 15, 2026Rui Wang, Hongru Wang, Yi Chen +4On-Policy DistillationTeacher-Student Log-Probability Gap

  59. Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery

    Jul 15, 2026Yue Yang, Annie Benson, Matthieu Chabanas +7Image RegistrationGradient Surgery

  60. CRC-HGD: A Histopathological Image Dataset for Grading Colorectal Cancer

    Jul 14, 2026Elham Amjadi, Amin Bahreini, Sayed Mohammad Hasan Emami +4Colorectal CancerComputational Pathology