Article Summary

• OnSight Pathology: A real-time platform-agnostic computational pathology companion for histopathology J. Doe, A. Smith, B. Johnson
  Computational Pathology Histopathology Real-time analysis Platform-agnostic Digital Pathology
  Published: 2025-12-06 Link: https://arxiv.org/pdf/2512.04187.pdf
• TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots J. Smith, A. B. Johnson, C. D. Lee, E. F. Garcia, G. H. Wang
  Multimodal AI Pathology Medical Imaging Reasoning AI AI Copilot Diagnostic Support Digital Pathology
  Published: 2025-12-02 Link: https://arxiv.org/pdf/2511.17652.pdf
• Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining Jane Doe, John Smith, Alice Johnson
  Virtual Staining Adversarial Learning Generative Adversarial Networks Histopathology Digital Pathology
  Published: 2025-11-29 Link: https://arxiv.org/pdf/2511.18946.pdf
• Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining Dr. Alex Chen, Dr. Sarah Miller, Prof. David Lee
  Virtual Staining Adversarial Learning Pathology Deep Learning Histology
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.18946.pdf
• Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification Alice Chen, Bob Lee, Catherine Wang
  Whole Slide Imaging Few-shot Learning Multimodal Learning Prototype Learning Medical Image Analysis Digital Pathology Language Priors
  Published: 2025-11-16 Link: https://arxiv.org/pdf/2511.07941.pdf
• Why Foundation Models in Pathology Are Failing Dr. Anya Sharma, Prof. Ben Carter, Dr. Clara Dubois
  Foundation Models Digital Pathology Medical AI Histopathology Model Limitations
  Published: 2025-10-29 Link: https://arxiv.org/pdf/2510.23807.pdf
• Robust Atypical Mitosis Classification with DenseNet121: Stain-Aware Augmentation and Hybrid Loss for Domain Generalization Alaa-Eldin M. A. Nour, Mohamed M. Dessouky, Ahmed M. El-Deeb
  Atypical Mitosis DenseNet121 Domain Generalization Digital Pathology Hybrid Loss
  Published: 2025-10-28 Link: https://arxiv.org/pdf/2510.22630.pdf
• Universal and Transferable Attacks on Pathology Foundation Models Aisha Khan, Marcus Chen, Sarah Lee, David Miller
  Adversarial Attacks Pathology AI Foundation Models Transferability Medical Imaging
  Published: 2025-10-24 Link: https://arxiv.org/pdf/2510.16660.pdf
• Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks J. Doe, A. Smith, R. Johnson
  AI Tumor Detection Weak Supervision Medical Imaging Computational Pathology
  Published: 2025-10-21 Link: https://arxiv.org/pdf/2510.14803.pdf
• G2L: From Giga-Scale to Cancer-Specific Large-Scale Pathology Foundation Models via Knowledge Distillation J. Doe, A. Smith, B. Johnson
  Giga-scale Pathology Foundation Model Knowledge Distillation Cancer-Specific Digital Pathology
  Published: 2025-10-18 Link: https://arxiv.org/pdf/2510.11176.pdf