Research map: End-to-end multimodal pathology foundation model with clinical dialogue

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  1. The Cancer Genome Atlas Pan-Cancer analysis project · John N. Weinstein · 2013 · 9868 citations · Cited by this paper
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  24. From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge · Péter Bándi · 2018 · 585 citations · Cited by this paper
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  26. A pathology foundation model for cancer diagnosis and prognosis prediction · Xiyue Wang · 2024 · 553 citations · Cited by this paper
  27. A foundation model for clinical-grade computational pathology and rare cancers detection · Eugene Vorontsov · 2024 · 531 citations · Cited by this paper
  28. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering · Yash Goyal · 2018 · 508 citations · Cited by this paper
  29. 1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset · Geert J. S. Litjens · 2018 · 423 citations · Cited by this paper
  30. GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints · Joshua Ainslie · 2023 · 395 citations · Cited by this paper
  31. Artificial intelligence for digital and computational pathology · Andrew H. Song · 2023 · 343 citations · Cited by this paper
  32. GPT-4o System Card · OpenAI · 2024 · 165 citations · Cited by this paper
  33. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone · Marah Abdin · 2024 · 163 citations · Cited by this paper
  34. A multimodal whole-slide foundation model for pathology · Tong Ding · 2025 · 143 citations · Cited by this paper
  35. Qwen Technical Report · Jinze Bai · 2023 · 111 citations · Cited by this paper
  36. Real-world deployment of a fine-tuned pathology foundation model for lung cancer biomarker detection · Gabriele S. V. Campanella · 2025 · 63 citations · Cited by this paper
  37. CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance · Sara P. Oliveira · 2021 · 60 citations · Cited by this paper
  38. An interpretable machine learning system for colorectal cancer diagnosis from pathology slides · Pedro C. Neto · 2024 · 58 citations · Cited by this paper
  39. Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology · Eric M. Zimmermann · 2024 · 52 citations · Cited by this paper

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