Integrating AI for Human-Centric Breast Cancer Diagnostics: A Multi-Scale and Multi-View Swin Transformer Framework

Integrating AI for Human-Centric Breast Cancer Diagnostics: A Multi-Scale and Multi-View Swin Transformer Framework

17 March 2025

Farnoush Bayatmakou

Milad Amir Toutounchian

Arash Mohammadi

Papers citing "Integrating AI for Human-Centric Breast Cancer Diagnostics: A Multi-Scale and Multi-View Swin Transformer Framework"

9 / 9 papers shown

Title
Mammo-Clustering: A Multi-views Tri-level Information Fusion Context Clustering Framework for Localization and Classification in Mammography Shilong Yang Chulong Zhang Qi Zang Juan Yu Liang Zeng ... Yexuan Xing Xin Pan Qi Li Xiaokun Liang Yaoqin Xie 86 0 0 23 Sep 2024
MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer Sushmita Sarker Prithul Sarker G. Bebis Alireza Tavakkoli ViT 58 9 0 26 Feb 2024
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Hu Wang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro 59 84 0 26 Jul 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 306 7,213 0 05 Apr 2023
Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms Xuxin Chen Keqin Zhang Neman Abdoli Patrik W. Gilley Ximing Wang Hong Liu Bin Zheng Y. Qiu ViT MedIm 83 52 0 21 Jun 2022
Maximum Likelihood Estimation for Multimodal Learning with Missing Modality Fei Ma Xiangxiang Xu Shao-Lun Huang Lin Zhang 122 11 0 24 Aug 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 402 21,347 0 25 Mar 2021
Multi-view analysis of unregistered medical images using cross-view transformers Gijs van Tulder Yao Tong E. Marchiori ViT 64 59 0 21 Mar 2021
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening Nan Wu Jason Phang Jungkyu Park Yiqiu Shen Zhe Huang ... S. G. Kim Laura Heacock Linda Moy Kyunghyun Cho Krzysztof J. Geras MedIm 38 497 0 20 Mar 2019