High-Resolution Breast Cancer Screening with Multi-View Deep
Convolutional Neural Networks

High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks

21 March 2017

Krzysztof J. Geras

Papers citing "High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks"

14 / 14 papers shown

Title
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 28 56 0 10 Apr 2023
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies Elias Villalvazo-Avila F. Lopez-Tiro Jonathan El Beze Jacques Hubert M. González-Mendoza G. Ochoa-Ruiz C. Daul 35 8 0 05 Nov 2022
An efficient deep neural network to find small objects in large 3D images Jungkyu Park Jakub Chlkedowski Stanislaw Jastrzebski Jan Witowski Yan Xu ... Melanie Wegener Linda Moy Laura Heacock B. Reig Krzysztof J. Geras MedIm 23 1 0 16 Oct 2022
Deep is a Luxury We Don't Have Ahmed Taha Yen Nhi Truong Vu Brent Mombourquette Thomas P. Matthews Jason Su Sadanand Singh ViT MedIm 26 2 0 11 Aug 2022
Multi-View Hypercomplex Learning for Breast Cancer Screening Eleonora Lopez Eleonora Grassucci Martina Valleriani Danilo Comminiello 35 8 0 12 Apr 2022
A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms Huyen T. X. Nguyen Sam B. Tran D. Nguyen Hieu H. Pham H. Nguyen 22 20 0 08 Dec 2021
Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features Tomer Czyzewski Nati Daniel M. Rochman J. Caldwell Garrett A. Osswald M. Collins M. Rothenberg Y. Savir 27 22 0 13 Jan 2021
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical Review Yuliana Jiménez-Gaona María José Rodríguez-Álvarez Vasudevan Lakshminarayanan 21 71 0 30 Sep 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 23 168 0 13 Feb 2020
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays Mohammad Hashir H. Bertrand Joseph Paul Cohen 20 24 0 07 Feb 2020
Robust breast cancer detection in mammography and digital breast tomosynthesis using annotation-efficient deep learning approach William Lotter A. R. Diab B. Haslam Jiye G. Kim Giorgia Grisot ... J. Boxerman Meiyun Wang Mack Bandler G. Vijayaraghavan A. G. Sorensen 19 140 0 23 Dec 2019
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening Yiqiu Shen Nan Wu Jason Phang Jungkyu Park S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 31 38 0 07 Jun 2019
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis Nesreen Ahmed Theodore L. Willke M. Schaar 22 32 0 30 Oct 2018
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification William Lotter Greg Sorensen David D. Cox 35 141 0 21 Jul 2017