Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary

24 June 2020

Jana Lipkova

Drew F. K. Williamson

Faisal Mahmood

MedIm

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Papers citing "Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary"

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Title
Unlocking adaptive digital pathology through dynamic feature learning Jiawen Li Tian Guan Qingxin Xia Yunhong Wang Xitong Ling ... Xiu-Wu Bian Ziyi Wang Lingchuan Guo Chao He Yonghong He AI4CE 39 0 0 31 Dec 2024
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency Wentao Huang Meilong Xu Xiaoling Hu Shahira Abousamra Aniruddha Ganguly ... Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Michael L. Miller Chong Chen 86 0 0 22 Nov 2024
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding Ying Chen Guoan Wang Yuanfeng Ji Yanjun Li Jin Ye Tianbin Li Bin Zhang Nana Pei Rongshan Yu Yu Qiao VLM LM&MA 63 3 0 15 Oct 2024
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification Gexin Huang Chenfei Wu Mingjie Li Xiaojun Chang Ling-Hao Chen Ying Sun Shen Zhao Xiaodan Liang Liang Lin MedIm 37 0 0 05 Jun 2024
A self-supervised framework for learning whole slide representations X. Hou Cheng Jiang A. Kondepudi Yiwei Lyu Asadur Chowdury Honglak Lee Todd C. Hollon MedIm 38 5 0 09 Feb 2024
From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology Omar S. M. El Nahhas M. Treeck Georg Wolflein Michaela Unger M. Ligero ... K. J. Hewitt Firas Khader S. Foersch Daniel Truhn Jakob Nikolas Kather 24 6 0 18 Dec 2023
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Wenhao Tang Sheng Huang Xiaoxian Zhang Fengtao Zhou Yi Zhang Bo Liu 34 40 0 28 Jul 2023
Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples Andrew H. Song Mane Williams Drew F. K. Williamson Guillaume Jaume Andrew Zhang ... R. Serafin Jonathan T. C. Liu Alexander S. Baras Anil V. Parwani Faisal Mahmood 17 4 0 27 Jul 2023
Towards a Visual-Language Foundation Model for Computational Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang ... Andrew Zhang L. Le Georg Gerber Anil V. Parwani Faisal Mahmood VLM MedIm 42 46 0 24 Jul 2023
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need Linhao Qu Yingfan Ma Xiao-Zhuo Luo Manning Wang Zhijian Song VLM 39 20 0 05 Jul 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification Linhao Qu X. Luo Kexue Fu Manning Wang Zhijian Song 46 22 0 29 May 2023
GNNFormer: A Graph-based Framework for Cytopathology Report Generation Yangqiaoyu Zhou Kai-Lang Yao Wusuo Li MedIm 19 1 0 17 Mar 2023
Hierarchical discriminative learning improves visual representations of biomedical microscopy Cheng Jiang X. Hou A. Kondepudi Asadur Chowdury C. Freudiger D. Orringer Honglak Lee Todd C. Hollon 37 12 0 02 Mar 2023
Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations Zipei Zhao Fengqian Pang Yao Liu Zhiwen Liu Chuyang Ye 22 2 0 16 Feb 2023
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics Chunyuan Li Xinliang Zhu Jiawen Yao Junzhou Huang MedIm 30 11 0 29 Nov 2022
Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images Imaad Zaffar Guillaume Jaume Nasir M. Rajpoot Faisal Mahmood 43 4 0 31 Oct 2022
An Artificial Intelligence Outlook for Colorectal Cancer Screening P. Katrakazas Aristotelis Ballas M. Anisetti I. Spais 26 0 0 05 Sep 2022
Taxonomy and evolution predicting using deep learning in images Jiewen Xiao Wen-Chung Liao Mingru Zhang Jing Wang Jianxin Wang Yihua Yang 35 0 0 28 Jun 2022
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images Kevin Thandiackal Boqi Chen Pushpak Pati Guillaume Jaume Drew F. K. Williamson M. Gabrani O. Goksel 22 43 0 26 Apr 2022
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization Weijia Zhang Xuanhui Zhang Hanwen Deng Min-Ling Zhang 21 22 0 25 Feb 2022
REET: Robustness Evaluation and Enhancement Toolbox for Computational Pathology Alex Foote Amina Asif Nasir M. Rajpoot F. Minhas 24 7 0 28 Jan 2022
PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning Jiatai Lin Guoqiang Han Xipeng Pan Hao Chen Danyi Li ... Haiming Li C. Liang Li Liang Zaiyi Liu Chu Han 29 33 0 04 Nov 2021
Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection Apostolia Tsirikoglou Karin Stacke Gabriel Eilertsen Jonas Unger 31 4 0 17 Sep 2021
Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence Cheng Jiang Abhishek Bhattacharya J. Linzey Rushikesh S. Joshi Sung Jik Cha ... J. Golfinos S. Camelo-Piragua D. Orringer Honglak Lee Todd C. Hollon 21 14 0 08 Aug 2021
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks Richard J. Chen Ming Y. Lu Muhammad Shaban Chengkuan Chen Tiffany Y. Chen Drew F. K. Williamson Faisal Mahmood 3DPC MedIm 57 153 0 27 Jul 2021
Highdicom: A Python library for standardized encoding of image annotations and machine learning model outputs in pathology and radiology Christopher P. Bridge C. Gorman S. Pieper S. Doyle J. Lennerz Jayashree Kalpathy-Cramer David Clunie Andrey Fedorov M. Herrmann MedIm AI4CE 27 11 0 14 Jun 2021
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images Ming Y. Lu Dehan Kong Jana Lipkova Richard J. Chen Rajendra Singh Drew F. K. Williamson Tiffany Y. Chen Faisal Mahmood FedML MedIm 31 169 0 21 Sep 2020