A Multi-Modal AI System for Screening Mammography: Integrating 2D and 3D Imaging to Improve Breast Cancer Detection in a Prospective Clinical Study
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Jungkyu, Witowski, Jan, Xu, Yanqi, Trivedi, Hari, Gichoya, Judy, Brown-Mulry, Beatrice, Westerhoff, Malte, Moy, Linda, Heacock, Laura, Lewin, Alana, Geras, Krzysztof J. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A training regime to learn unified representations from complementary breast imaging modalities
by: Sharma, Umang, et al.
Published: (2024)
by: Sharma, Umang, et al.
Published: (2024)
Emory Knee Radiograph (MRKR) Dataset
by: Price, Brandon, et al.
Published: (2024)
by: Price, Brandon, et al.
Published: (2024)
Understanding differences in applying DETR to natural and medical images
by: Xu, Yanqi, et al.
Published: (2024)
by: Xu, Yanqi, et al.
Published: (2024)
Subgroup Performance of a Commercial Digital Breast Tomosynthesis Model for Breast Cancer Detection
by: Brown-Mulry, Beatrice, et al.
Published: (2025)
by: Brown-Mulry, Beatrice, et al.
Published: (2025)
MultiMedVision: Multi-Modal Medical Vision Framework
by: Li, Frank, et al.
Published: (2026)
by: Li, Frank, et al.
Published: (2026)
Novel AI-Based Quantification of Breast Arterial Calcification to Predict Cardiovascular Risk
by: Dapamede, Theodorus, et al.
Published: (2025)
by: Dapamede, Theodorus, et al.
Published: (2025)
Feature Quality and Adaptability of Medical Foundation Models: A Comparative Evaluation for Radiographic Classification and Segmentation
by: Li, Frank, et al.
Published: (2025)
by: Li, Frank, et al.
Published: (2025)
Das Bamberger Kollegiatstift St. Gangolf im Mittelalter
by: Witowski, Lisa
Published: (2024)
by: Witowski, Lisa
Published: (2024)
Breast Cancer Screening Program in Lithuania: Trends in Breast Cancer Mortality Before and During the Introduction of the Mammography Screening Program
by: Laura Steponavičienė
Published: (2020)
by: Laura Steponavičienė
Published: (2020)
fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI
by: Solomon, Eddy, et al.
Published: (2024)
by: Solomon, Eddy, et al.
Published: (2024)
Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography
by: Molina-Román, Yusdivia, et al.
Published: (2025)
by: Molina-Román, Yusdivia, et al.
Published: (2025)
Impact of Label Noise from Large Language Models Generated Annotations on Evaluation of Diagnostic Model Performance
by: Chavoshi, Mohammadreza, et al.
Published: (2025)
by: Chavoshi, Mohammadreza, et al.
Published: (2025)
Perceived Benefits and Barriers of Breast Self‐Examination and Mammography for Breast Cancer Screening in the PERSIAN Guilan Cohort Study ( PGCS ) Population
by: Farahnaz Joukar, et al.
Published: (2026)
by: Farahnaz Joukar, et al.
Published: (2026)
Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods
by: Jonghyun Bae, et al.
Published: (2024)
by: Jonghyun Bae, et al.
Published: (2024)
Heacock, Edward R. Apr. 18, 1905
by: Heacock, Edward R.
Published: (1905)
by: Heacock, Edward R.
Published: (1905)
Perceptions and Barriers to Screening Mammography and Clinical Breast Examination: A Survey Study of Underserved Populations in North Texas
by: Sofia Eva Olsson, et al.
Published: (2025)
by: Sofia Eva Olsson, et al.
Published: (2025)
Evaluating Vision Language Models (VLMs) for Radiology: A Comprehensive Analysis
by: Li, Frank, et al.
Published: (2025)
by: Li, Frank, et al.
Published: (2025)
Bias and Generalizability of Foundation Models across Datasets in Breast Mammography
by: Germani, Elodie, et al.
Published: (2025)
by: Germani, Elodie, et al.
Published: (2025)
Mammo-FM: Breast-specific foundational model for Integrated Mammographic Diagnosis, Prognosis, and Reporting
by: Ghosh, Shantanu, et al.
Published: (2025)
by: Ghosh, Shantanu, et al.
Published: (2025)
Association Between Breast Arterial Calcification on Mammography and Impaired Ocular Perfusion
by: Burcu Akman, et al.
Published: (2024)
by: Burcu Akman, et al.
Published: (2024)
Attention-Enhanced Deep Learning Ensemble for Breast Density Classification in Mammography
by: Sharifian, Peyman, et al.
Published: (2025)
by: Sharifian, Peyman, et al.
Published: (2025)
Cross-Modal Clinical Knowledge Integration for Mammography Report Generation
by: Zhu, Jiayi, et al.
Published: (2026)
by: Zhu, Jiayi, et al.
Published: (2026)
Bridging Mammography and Lung Cancer Screening: Eligibility, Uptake and Potential Impact
by: Ali Ajrouch, et al.
Published: (2026)
by: Ali Ajrouch, et al.
Published: (2026)
Mammographies
by: DeShazer, Mary K.
Published: (2018)
by: DeShazer, Mary K.
Published: (2018)
Mammographies
by: DeShazer, Mary K.
Published: (2021)
by: DeShazer, Mary K.
Published: (2021)
Reconsidering Explicit Longitudinal Mammography Alignment for Enhanced Breast Cancer Risk Prediction
by: Thrun, Solveig, et al.
Published: (2025)
by: Thrun, Solveig, et al.
Published: (2025)
Full Field Digital Mammography Dataset from a Population Screening Program
by: Kendall, Edward, et al.
Published: (2024)
by: Kendall, Edward, et al.
Published: (2024)
Cross-Center Vision–Language Transformer for Robust Mammography-Based Breast Cancer Diagnosis
by: Anas W. Abulfaraj
Published: (2026)
by: Anas W. Abulfaraj
Published: (2026)
Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer
by: Rofena, Aurora, et al.
Published: (2025)
by: Rofena, Aurora, et al.
Published: (2025)
Use of Superparamagnetic Iron Oxide Particles in Sentinel Node Biopsy—Evaluation of Its Effects on Breast MRI, Full‐Field Digital Mammography, and Contrast‐Enhanced Mammography
by: Elisabeth R. M. van Haaren, et al.
Published: (2024)
by: Elisabeth R. M. van Haaren, et al.
Published: (2024)
This Is the Door... A Cumulative Tale
by: Brown, Judy
Published: (2007)
by: Brown, Judy
Published: (2007)
Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors
by: Heming, Carolina A. M., et al.
Published: (2023)
by: Heming, Carolina A. M., et al.
Published: (2023)
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research
by: Khosravi, Bardia, et al.
Published: (2023)
by: Khosravi, Bardia, et al.
Published: (2023)
Biosorption of humic and fulvic acids to live activated sludge biomass
by: Esparza, M., Westerhoff, P
Published: (2003)
by: Esparza, M., Westerhoff, P
Published: (2003)
Nitrate removal in zero-valent iron packed columns
by: Westerhoff, P., James, J
Published: (2003)
by: Westerhoff, P., James, J
Published: (2003)
The green transition of firms: The role of evolutionary competition, adjustment costs, transition risk, and green technology progress
by: Radi, Davide, et al.
Published: (2024)
by: Radi, Davide, et al.
Published: (2024)
Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI
by: Ahmed, Maryam, et al.
Published: (2024)
by: Ahmed, Maryam, et al.
Published: (2024)
Cross-Attention Multimodal Fusion for Breast Cancer Diagnosis: Integrating Mammography and Clinical Data with Explainability
by: Nantogmah, Muhaisin Tiyumba, et al.
Published: (2025)
by: Nantogmah, Muhaisin Tiyumba, et al.
Published: (2025)
MV-MLM: Bridging Multi-View Mammography and Language for Breast Cancer Diagnosis and Risk Prediction
by: Zheng, Shunjie-Fabian, et al.
Published: (2025)
by: Zheng, Shunjie-Fabian, et al.
Published: (2025)
Similar Items
-
A training regime to learn unified representations from complementary breast imaging modalities
by: Sharma, Umang, et al.
Published: (2024) -
Emory Knee Radiograph (MRKR) Dataset
by: Price, Brandon, et al.
Published: (2024) -
Understanding differences in applying DETR to natural and medical images
by: Xu, Yanqi, et al.
Published: (2024) -
Subgroup Performance of a Commercial Digital Breast Tomosynthesis Model for Breast Cancer Detection
by: Brown-Mulry, Beatrice, et al.
Published: (2025) -
MultiMedVision: Multi-Modal Medical Vision Framework
by: Li, Frank, et al.
Published: (2026)