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Despite the progress made by multimodal large language models (MLLMs) in computational pathology, they remain limited by a predominant focus on patch-level analysis, missing essential contextual information at the whole-slide level.
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Learning transferable visual models from natural language supervision
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Predicting axillary lymph node metastasis in early breast cancer using deep learning on primary tumor biopsy slides
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Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, and Lin Yang · 2023
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Andrew H Song, Guillaume Jaume, Drew FK Williamson, Ming Y Lu, Anurag Vaidya, Tiffany R Miller, and Faisal Mahmood · 2023
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nnunet meets pathology: bridging the gap for application to whole-slide images and computational biomarkers
Joey Spronck, Thijs Gelton, Leander van Eekelen, Joep Bogaerts, Leslie Tessier, Mart van Rijthoven, Lieke van der Woude, Michel van den Heuvel, Willemijn Theelen, Jeroen van der Laak, et al · 2023
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Pathnarratives: Data annotation for pathological human-ai collaborative diagnosis
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Sunan He, Yuxiang Nie, Zhixuan Chen, Zhiyuan Cai, Hongmei Wang, Shu Yang, and Hao Chen · 2024
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Computational pathology: a survey review and the way forward
Mahdi S Hosseini, Babak Ehteshami Bejnordi, Vincent Quoc-Huy Trinh, Lyndon Chan, Danial Hasan, Xingwen Li, Stephen Yang, Taehyo Kim, Haochen Zhang, Theodore Wu, et al · 2024
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Quilt-llava: Visual instruction tuning by extracting localized narratives from open-source histopathology videos
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Pathalign: A vision-language model for whole slide images in histopathology
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Towards a general-purpose foundation model for computational pathology
Richard J Chen, Tong Ding, Ming Y Lu, Drew FK Williamson, Guillaume Jaume, Andrew H Song, Bowen Chen, Andrew Zhang, Daniel Shao, Muhammad Shaban, et al
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Llava-med: Training a large language-and-vision assistant for biomedicine in one day
Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, and Jianfeng Gao
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