Mammography

Ask about this topic

Recent momentum

-56%

4 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Non-Small Cell Lung Cancer

Neighbouring directions

Non-Small Cell Lung CancerRadiomicsColorectal Cancer

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-21

3 new papers

A weekly snapshot of new work published in Mammography.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Mammography.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Mammography.

56 papers

Latest in Mammography

Browse all topics →
CardsList

  1. M3D-Net: Hierarchical Coordination of Spatial Context, Feature Reuse, and Differential Attention for Mammography Classification

    Sep 23, 2026Zheng Yu, Xinhang Li, Jiabao Gao +2Mammography

  2. Foundation model embeddings capture pre-diagnostic changes on screening mammograms

    Sep 22, 2026Kalina P. Slavkova, Eric Brattain, Aditya Gowd +6MammographyElectronic Health Record Foundation Models

  3. FCA-Guided Counterfactual Explanations for Multi-Modal Breast Cancer Diagnosis: A Framework Achieving Perfect Validity with Emergent Sparsity

    Sep 17, 2026Abdullahi Isa, Souley Boukari, Muhammad AliyuMammographyCounterfactual Explanation

  4. Mammography Foundation Models for Opportunistic Prediction of Major Adverse Cardiovascular Events

    Sep 16, 2026Paula Feldman, Nusrat Binta Nizam, Sunwoo Kwak +3Cardiometabolic RiskMammography

  5. A Lightweight CNN Integrated Compact Convolutional Transformer for Multi-Scale Feature Learning and reducing computational complexity for breast cancer mammography image detection and classification

    Sep 16, 2026Md Taimur Ahad, Ainuddin AhmedMammographyHybrid Transformer

  6. Solving the Needle-in-a-Haystack Problem in Mammography Vision-Language Model with Differentiable Subset Sampling

    Sep 2, 2026Young Seok Jeon, Beatrice Brown-Mulry, Rohan Satya Isaac +5Medical Vision-Language ModelsMammography

  7. Development and Feasibility Evaluation of an Edge AI as Medical Device System for Breast Cancer Multidisciplinary Team Meetings

    Aug 22, 2026Aarzoo Dhiman, Farzana Haque, Iqtedar Muazzam +3Real-World Clinical WorkflowsMammography

  8. Clinical Feasibility of Low-Magnification Fluorescence Imaging for Breast Cancer Margin Detection Using Texture Analysis and Deep Learning

    Aug 11, 2026Pouya Afshin, Tianling Niu, Tongtong Lu +6MammographyMicroscopy

  9. MammoMix: Leveraging Mixture of Experts for Robust Mammogram Breast Detection

    Aug 11, 2026Dinh Tan Nguyen, Hoang Quan Dang, Chen Zhang +1MammographyMixture-of-Experts Models

  10. BreastMammo and DenseMammo: Benchmarks for Mammography Domain Generalization

    Aug 10, 2026Hongyi Pan, Gorkem Durak, Halil Ertugrul Aktas +18MammographyMultimodal Domain Generalization

  11. Modern Backbones Improve Multi-task DETR for Mammography Classification and Lesion Localization

    Aug 10, 2026Dinh Tan Nguyen, Quang-Hien Kha, Le-Hoang Nguyen +8MammographyResnet-18

  12. Energy and Performance Benchmarking of Deep Learning Models for Breast Cancer Detection

    Aug 7, 2026Samar Garrab, Ghada AchourMammographyDeep Learning

  13. PRISM-Net: Patient-specific reference-guided inter-breast symmetry matching for three-class breast DCE-MRI classification

    Jul 29, 2026Boya Zhang, Shuaiwen Zhou, Di Kong +7MammographyMagnetic Resonance Imaging

  14. Re-thinking Mammography Transfer Learning: The Dataset-Informed Transfer Learning (DITL) Framework for Breast Cancer Screening and Lesion Diagnosis

    Jul 28, 2026Adarsh Bhandary Panambur, Siming Bayer, Andreas MaierMammographyTransfer Learning

  15. Superpixel-Based QUBO for Scalable Quantum-Enhanced Medical Image Segmentation

    Jul 27, 2026Mohammad Chalhoub, Mahdi Chehimi, Laia Domingo +3Quantum Approximate Optimization AlgorithmMedical Image Segmentation

  16. Gradient-Based Latent Decomposition Reveals Mechanisms of Feature Degradation in Weakly Supervised Mammography

    Jul 24, 2026Vinceline Bertrand, Ionut CardeiMammographyWeak Supervision

  17. Spatially Grounded Concept Bottleneck Models for Trustworthy Breast Ultrasound Diagnosis

    Jul 22, 2026Moshiur Rahman Tonmoy, Dunren Che, Haitham Y. Adarbah +1MammographyConcept Bottleneck Models

  18. An unsupervised clustering analysis of breast cancer data derived from electronic health records enhanced through UMAP dimensionality reduction

    Jul 21, 2026Davide Chicco, Nicoletta BenvenutoMammographyNon-Small Cell Lung Cancer

  19. Cross-Dataset Generalization in Breast MRI Tumor Classification via Class-Wise Dataset Mixing

    Jul 21, 2026Mohammad Ali Dadrast, Hamid UsefiMammographyCross-Dataset Benchmark

  20. Region-Grounded Vision-Language Learning for Detection-Guided Mammographic Lesion Classification

    Jul 17, 2026Zhengbo Zhou, Jiren Li, Dooman Arefan +2MammographyMedical Vision-Language Models

  21. Analyzing Image Encoder Choices and Graph Homophily in GCN Frameworks for Breast Ultrasound Classification

    Jul 13, 2026Sabahattin Mert Daloglu, Ceren Coskun, Harvey Castro +2MammographyUltrasound

  22. Longitudinal Multi-View Breast Cancer Risk Prediction

    Jul 13, 2026Solveig Thrun, Zijun Sun, Suaiba A. Salahuddin +5MammographyDeep Learning

  23. Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift

    Jul 11, 2026Giang Nguyen, Raghav Mehta, Emma A. M. Stanley +4MammographyFoundation Model

  24. BiLoG-Net: A Bi-Context Location-Guided Network for Breast Mass Segmentation and Malignancy Classification in Mammography

    Jul 11, 2026Abu Fatema Mohammad Abdun Noor, Md Imam Ahasan, Md Samiul Ahasan +3MammographyLesion Segmentation

  25. Compass: Prostate Cancer Detection Needs Multi-View Context

    Jul 8, 2026Paul F. R. Wilson, Mohamed Harmanani, Zhuoxin Guo +6UltrasoundMammography

  26. Unsupervised Domain Adaptation for Calcification Classification in Mammography Across Multi-Site Datasets

    Jul 7, 2026Xuan Liu, Derek L. Nguyen, Emily C. Barre +7MammographyDomain Adaptation

  27. Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

    Jul 7, 2026Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza MohammadiMammographyFeature Fusion

  28. Learning from Lost Provenance: Multiple Instance Learning for Cancer Registry Tumor Group Classification

    Jul 3, 2026Leonard Ruocco, Jonathan Simkin, Lovedeep Gondara +2Multiple Instance LearningMammography

  29. CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging

    Jul 3, 2026Joseph Itopa Abubakar, Jorge Jarme, Favour Igwezeke +1Cancer Genome AtlasNon-Small Cell Lung Cancer

  30. Multimodal Fusion for Fine-Grained Classification of Breast Fibroadenoma and Phyllodes Tumors

    Jul 2, 2026Chuxi Nan, Di Wu, Hongming Guo +4MammographyNon-Small Cell Lung Cancer

  31. AEGIS: A Multi-Task Joint-Embedding Predictive Architecture for Mammography

    Jun 30, 2026Scott Chase Waggener, Sai Karthik Navuluru, Lakshman TamilMammographyJoint-Embedding Predictive Architectures

  32. Latent-CURE for Breast Cancer Diagnosis

    Jun 29, 2026Weiyi Zhao, Xiaoyu Tan, Lu Gan +2MammographyNon-Small Cell Lung Cancer

  33. MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching

    Jun 26, 2026Yuexi Du, Leya Barrientos, Laura Sheiman +3Medical Image GenerationMammography

  34. Revealing Mammographic Phenotypes in Deep Learning Breast Cancer Risk Models

    Jun 24, 2026Ruiyu Jia, Yanqi Xu, Yuxuan Chen +2MammographyDeep Learning

  35. BAC-JEPA: Label-Efficient Breast Arterial Calcification Segmentation via Synthetic Mammography-Guided Supervision

    Jun 20, 2026Scott Chase Waggener, Lakshman TamilMammographyCardiometabolic Risk

  36. HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-Task Breast Cancer Analysis

    Jun 19, 2026Xiangyu Li, Ran SuMulti-Omic FrameworkMammography

  37. MammoExpert: Benchmarking Chain-of-Thought Reasoning in Mammography Diagnosis

    Jun 19, 2026Di Dai, Bo Liu, Youcheng Li +9MammographyChain-of-Thought Reasoning

  38. DSU-Net: An Attention-Enhanced Dense Skip U-Net for Breast Lesion Segmentation in Mammographic Images

    Jun 3, 2026Reza Bozorgpour, Mohammadreza Soltany SadrabadiLesion SegmentationMammography

  39. BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine

    Jun 3, 2026Yang Liu, Jiajin Zhang, Danyang Tu +8MammographyMultimodal Clinical Data

  40. Cross-Modal Clinical Knowledge Integration for Mammography Report Generation

    May 29, 2026Jiayi Zhu, Fuxiang Huang, Yu Xie +7Radiology Report GenerationMammography

  41. A Novel Global Context-aware Deep Neural Network for Enhanced Brain Tumor Segmentation using Magnetic Resonance Images

    May 28, 2026Sourjya Mukherjee, Ananya Bhattacharjee, R. MuruganBrain Tumor SegmentationMagnetic Resonance Imaging

  42. Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis

    May 25, 2026Xinyang Zhai, Chong Yang, Ruizhi ZhangMammographyUltrasound

  43. Do Synthetic Brain MRIs Reliably Improve Tumour Classification? A StyleGAN2-ADA Class-Plane Augmentation Study on BRISC 2025

    May 21, 2026José Rafael Noriega CedeñoMedical Image GenerationMammography

  44. Ternary Decision Trees with Locally-Adaptive Uncertainty Zones

    May 21, 2026William SmitsDecision TreesPredictive Uncertainty

  45. HADS-Net:A Hybrid Attention-Augmented Dual-Stream Network with Physics-Informed Augmentation for Breast Ultrasound Image Classification

    May 19, 2026Chinedu Emmanuel Mbonu, Blessing Nwamaka Iduh, Joseph Ikechukwu Odo +1UltrasoundMammography

  46. MAM-CLIP: Vision-Language Pretraining on Mammography Atlases for BI-RADS Classification

    May 19, 2026Halil Ibrahim Gulluk, Olivier GevaertMammographyMedical Vision-Language Models

  47. MHMamba: Multi-Head Mamba for 3D Brain Tumor Segmentation

    May 15, 2026Hanjun Tao, Hua Wang, Fan ZhangBrain Tumor SegmentationMagnetic Resonance Imaging

  48. Evaluating Federated Learning approaches for mammography under breast density heterogeneity

    May 9, 2026Gonzalo Iñaki Quintana, Franco Martin Di Maria, Laurence VancambergFederated LearningMammography

  49. External Validation of Deep Learning Models for BI-RADS Breast Density Prediction from Ultrasound Images

    May 6, 2026Yuxuan Chen, Arianna Bunnell, Yanqi Xu +4MammographyAuc-Roc

  50. On the Complementarity of Quantum and Classical Features: Adaptive Hybrid Quantum-Classical Feature Fusion for Breast Cancer Classification

    Apr 24, 2026Yasmin Rodrigues Sobrinho, João Renato Ribeiro Manesco, João Paulo PapaHybrid Quantum Neural NetworksMammography

  51. Attend what matters: Leveraging vision foundational models for breast cancer classification using mammograms

    Apr 21, 2026Samyak Sanghvi, Piyush Miglani, Sarvesh Shashikumar +3MammographyMedical Imaging

  52. Region-Affinity Attention for Whole-Slide Breast Cancer Classification in Deep Ultraviolet Imaging

    Apr 19, 2026Nagur Shareef Shaik, Teja Krishna Cherukuri, Dong Hye YeMammographyMicroscopy

  53. Multimodal Fusion of Histopathology Images and Electronic Health Records for Early Breast Cancer Diagnosis

    Apr 18, 2026Aditya Shribhagwan Khandelwal, Mohammad Samar Ansari, Asra AslamMammographyComputational Pathology

  54. Hybrid Quantum Neural Networks for Enhanced Breast Cancer Thermographic Classification: A Novel Quantum-Classical Integration Approach

    Apr 18, 2026Riza Alaudin Syah, Irwan Alnarus Kautsar, Gunawan Witjaksono +1Hybrid Quantum Neural NetworksMammography

  55. Latent Space Analysis for Interpretable Uncertainty in Melanoma Classification

    Jun 23, 2025Ciro Listone, Aniello MuranoSkin Lesion ClassificationMammography

  56. Performance of Machine Learning Classification in Sonomammogram Images using BI-RADS

    Nov 14, 2023Malitha Gunawardhana, Norbert ZolekMammographyImage Classification

  57. Longitudinal Risk Prediction in Mammography with Privileged History Distillation

    Date pendingBanafsheh Karimian, Soufiane Belharbi, Alexis Guichemerre +3MammographyClinical Prediction