Deep Learning for Identifying Metastatic Breast Cancer

18 June 2016

Papers citing "Deep Learning for Identifying Metastatic Breast Cancer"

50 / 73 papers shown

Title
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification C. Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 52 4 0 12 Nov 2024
Overconfident and Unconfident AI Hinder Human-AI Collaboration Jingshu Li Yitian Yang Renwen Zhang Yi-Chieh Lee 45 1 0 12 Feb 2024
A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams Shahroz Tariq Mohan Baruwal Chhetri Surya Nepal Cécile Paris 40 6 0 25 Jan 2024
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang Honglin Li Yuxuan Sun Sunyi Zheng Chenglu Zhu Lin Yang 30 29 0 13 Nov 2023
Classifying Whole Slide Images: What Matters? Long Nguyen Aiden Nibali Joshua Millward Zhen He 32 0 0 05 Oct 2023
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology Sai Chowdary Gullapally Yibo Jacky Zhang Nitin Mittal Deeksha Kartik Sandhya Srinivasan ... Chintan Shah J. Abel D. Fahy A. Taylor-Weiner Anand Sampat 17 8 0 03 May 2023
Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological Slides Bo Yu Hechang Chen Yunke Zhang Lele Cong S. Pang Hongren Zhou Zehao Wang Xianling Cong 28 4 0 18 Apr 2023
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data Yinsheng He Xingyu Li MedIm 25 2 0 18 Mar 2023
GNNFormer: A Graph-based Framework for Cytopathology Report Generation Yangqiaoyu Zhou Kai-Lang Yao Wusuo Li MedIm 19 1 0 17 Mar 2023
Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System H. Gu Chun-Hung Yang Mohammad Haeri Junchang Wang Shirley Tang Wenzhong Yan Shujin He Christopher Kazu Williams S. Magaki Xiang Ánthony' Chen 25 27 0 14 Feb 2023
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images Ziyu Su Mostafa Rezapour Usama Sajjad M. Gürcan M. Niazi 24 11 0 18 Jan 2023
Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes Kareem Allam X. Wang Songlin Zhang Jianmin Ding K. Chiu K. Saluja Amer Wahed Hongxia Sun A. Nguyen MedIm 27 1 0 14 Jan 2023
Enhancing Clinical Support for Breast Cancer with Deep Learning Models using Synthetic Correlated Diffusion Imaging Chi-en Amy Tai Hayden Gunraj N. Hodžić Nicole Flanagan A. Sabri A. Wong MedIm 11 6 0 10 Nov 2022
Iterative Patch Selection for High-Resolution Image Recognition Benjamin Bergner C. Lippert Aravindh Mahendran 20 12 0 24 Oct 2022
Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making K. Inkpen Shreya Chappidi Keri Mallari Besmira Nushi Divya Ramesh Pietro Michelucci Vani Mandava Libuvse Hannah Vepvrek Gabrielle Quinn 36 46 0 16 Aug 2022
Empirical Study of Overfitting in Deep FNN Prediction Models for Breast Cancer Metastasis Chuhan Xu Pablo Coen-Pirani Xia Jiang AI4CE 21 1 0 03 Aug 2022
Deep Learning Hyperparameter Optimization for Breast Mass Detection in Mammograms Adarsh Sehgal Muskan Sehgal Hung M. La G. Bebis 19 2 0 22 Jul 2022
Multi stain graph fusion for multimodal integration in pathology Chaitanya Dwivedi Shima Nofallah Maryam Pouryahya Janani Iyer K. Leidal ... T. Watkins A. Billin R. Myers J. Abel A. Behrooz 28 18 0 26 Apr 2022
Segmentation-Consistent Probabilistic Lesion Counting Julien Schroeter Chelsea Myers-Colet Douglas L. Arnold Tal Arbel MedIm 30 2 0 11 Apr 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning Weicheng Zhu C. Fernandez‐Granda N. Razavian SSL 16 4 0 23 Mar 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification Hongrun Zhang Y. Meng Yitian Zhao Yihong Qiao Xiaoyun Yang Sarah E Coupland Yalin Zheng 37 276 0 22 Mar 2022
On the Origins of the Block Structure Phenomenon in Neural Network Representations Thao Nguyen M. Raghu Simon Kornblith 25 14 0 15 Feb 2022
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 26 2 0 12 Dec 2021
A survey on deep learning approaches for breast cancer diagnosis Timothy C. H. Kwong S. Mazaheri MedIm 27 4 0 18 Sep 2021
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective Wei‐Wen Hsu Yongfang Wu Chang Hao Yu-Ling Hou Xiang Gao Y. Shao Xueli Zhang Tao He Yanhong Tai OOD 22 3 0 05 Aug 2021
End-to-end lung nodule detection framework with model-based feature projection block I. Drokin Elena Ericheva 18 4 0 10 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 100 33 0 03 Jun 2021
Who/What is My Teammate? Team Composition Considerations in Human-AI Teaming Nathan J. Mcneese Beau G. Schelble L. Canonico Mustafa Demir 188 48 0 23 May 2021
An Integrated Deep Learning and Dynamic Programming Method for Predicting Tumor Suppressor Genes, Oncogenes, and Fusion from PDB Structures Nishanth Anandanadarajah Chee-Hung Henry Chu R. Loganantharaj 9 2 0 17 May 2021
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches Chen Li Xintong Li M. Rahaman Xirong Li Hongzan Sun ... Yong Zhang Xiaoqi Li Jian Wu Yudong Yao M. Grzegorzek 46 192 0 21 Feb 2021
Federated Deep AUC Maximization for Heterogeneous Data with a Constant Communication Complexity Zhuoning Yuan Zhishuai Guo Yi Tian Xu Yiming Ying Tianbao Yang FedML 21 35 0 09 Feb 2021
Self-supervised driven consistency training for annotation efficient histopathology image analysis C. Srinidhi Seung Wook Kim Fu-Der Chen Anne L. Martel SSL 21 109 0 07 Feb 2021
Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology Olivier Dehaene Axel Camara O. Moindrot Axel de Lavergne P. Courtiol 26 68 0 07 Dec 2020
Binary classification with ambiguous training data Naoya Otani Yosuke Otsubo Tetsuya Koike Masashi Sugiyama CVBM 6 6 0 05 Nov 2020
Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet Networks Theodoros Tsiligkaridis UQCV 22 7 0 19 Oct 2020
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening Sumeet Menon David Chapman Phuong Nguyen Yelena Yesha Michael Morris Babak Saboury MedIm 40 7 0 02 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 36 79 0 17 Sep 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 41 86 0 21 Aug 2020
Unsupervised Learning of Deep-Learned Features from Breast Cancer Images Sanghoon Lee Colton Farley Simon Shim Yanjun Zhao Woo-Sik Choi Wook-Sung Yoo OOD 6 2 0 21 Jun 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 22 8 0 07 May 2020
Learning to Complement Humans Bryan Wilder Eric Horvitz Ece Kamar 6 165 0 01 May 2020
A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks Xiaomin Zhou Chen Li M. Rahaman Yudong Yao Shiliang Ai Changhao Sun Xiaoyan Li Qian Wang Tao Jiang 59 135 0 27 Mar 2020
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images Noriaki Hashimoto D. Fukushima R. Koga Yusuke Takagi Kaho Ko K. Kohno Masato Nakaguro S. Nakamura H. Hontani Ichiro Takeuchi MedIm 14 181 0 06 Jan 2020
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Mahendra Khened Avinash Kori Haran Rajkumar Balaji Srinivasan Ganapathy Krishnamurthi MedIm LM&MA 220 166 0 01 Jan 2020
Yottixel -- An Image Search Engine for Large Archives of Histopathology Whole Slide Images Shivam Kalra C. Choi S. Shah Liron Pantanowitz H. R. Tizhoosh 11 72 0 20 Nov 2019
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 32 267 0 18 Oct 2019
Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases Amit Kumar Jaiswal Ivan Panshin D. Shulkin Nagender Aneja Samuel Abramov SSL MedIm 25 23 0 23 Jun 2019
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer H. Le Rajarsi R. Gupta L. Hou Shahira Abousamra Danielle Fassler ... A. Dyke Ashish Sharma Erich Bremer Jonas S. Almeida Joel H. Saltz 18 94 0 26 May 2019
Self-Supervised Similarity Learning for Digital Pathology J. Gildenblat Eldad Klaiman SSL 25 47 0 20 May 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 29 200 0 15 Feb 2019