A novel multi-view deep learning approach for BI-RADS and density
assessment of mammograms

A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms

8 December 2021

Huyen T. X. Nguyen

Papers citing "A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms"

12 / 12 papers shown

Title
MamT $^4$ : Multi-view Attention Networks for Mammography Cancer Classification Alisher Ibragimov Sofya Senotrusova Arsenii Litvinov E. Ushakov E. Karpulevich Yury Markin 35 0 0 03 Nov 2024
Random Token Fusion for Multi-View Medical Diagnosis Jingyu Guo Christos Matsoukas Fredrik Strand Kevin Smith MedIm 24 0 0 21 Oct 2024
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification A. B. Panambur Hui Yu Sheethal Bhat Prathmesh Madhu Siming Bayer Andreas K. Maier MedIm 28 1 0 08 Jan 2024
MAM-E: Mammographic synthetic image generation with diffusion models R. Montoya-del-Angel Karla Sam-Millan J. C. Vilanova Robert Martí MedIm 32 7 0 16 Nov 2023
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis Thanh-Huy Nguyen Q. Kha Thai Ngoc Toan Truong Ba Thinh Lam Ba-Hung Ngo Quang Vinh Dinh N. Le 11 13 0 07 Sep 2023
Delving into Ipsilateral Mammogram Assessment under Multi-View Network Thai Ngoc Toan Truong Thanh-Huy Nguyen Ba Thinh Lam Duy V.M. Nguyen Hong Phuc Nguyen 20 10 0 05 Sep 2023
In-context Cross-Density Adaptation on Noisy Mammogram Abnormalities Detection H. Nguyen Thinh B. Lam Quan D.D. Tran M. T. Nguyen Dat T. Chung V. Q. Dinh 26 8 0 12 Jun 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi-Mou Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 22 50 0 13 Apr 2023
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese Thao T. B. Nguyen T. M. Vo Thang V. Nguyen Hieu H. Pham H. Nguyen 10 4 0 11 Sep 2022
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph Hieu H. Pham H. Q. Nguyen H. T. Nguyen T. Le M. Dao MedIm 25 14 0 06 Aug 2022
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices Dat Ngo Thao T. B. Nguyen Hieu T. Nguyen D. Nguyen H. Nguyen Hieu H. Pham OOD 28 2 0 05 Aug 2022
A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms Sam B. Tran Huyen T. X. Nguyen Chi Phan Hieu H. Pham H. Nguyen 14 3 0 20 Mar 2022