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ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025

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Papers32
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Journal Papers 32
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BreastSegNet: Multi-label Segmentation of Breast MRI
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteLi, Qihang; Yang, Jichen; Chen, Yaqian; Chen, Yuwen; Gu, Hanxue; Grimm, Lars J.; Mazurowski, Maciej A.
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Input Simplification Impact on Robustness for Targeted Therapy Subtypes in Breast MRI Segmentation AI
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deleteBernal Rodriguez, Alba; Remeserio, Beatriz; Engelmann, Justin; Gago, Lucas; Velasco Rebolledo, Jacinto
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MedMask: A Self-supervised Vision Foundation Model for Breast Cancer Detection Using Mammograms
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deleteAshraf, Tajamul; Salmani, Suhaib; Peerzada, Mohsen; Khan, Ufaq; Xie, Yutong; Bashir, Janib
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SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteTeixeira, Fabio; Montenegro, Helena; Bonci, Eduard; Cardoso, Maria J.; Cardoso, Jaime S.
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On Tackling Domain Shift in Breast MRI Using Only Publicly-Available Data: Reproducible Breast Cancer Segmentation and pCR Prediction
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteKaechele, Jessica; Bounias, Dimitrios; Ertl, Alexandra; Maier-Hein, Klaus
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Exploring Synergies Between Convolutional Neural Networks and Transformers for Breast Cancer Segmentation
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deleteSantiago, Carlos; Nascimento, Jacinto C.
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Mammo-SAE: Interpreting Breast Cancer Concept Learning with Sparse Autoencoders
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteNakka, Krishna Kanth
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Segmenting Invasive and In Situ Carcinoma in Breast WSIs with a Pretrained Histopathology Transformer
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deleteJimenez-Martins, Lauren; Vilardell, Felip; Petit, Ana; Dorca, Eduard; Soler-Monso, Teresa; Ramos-Oliver, Irma; Pons, Laura; Fernandez, Pedro L.; Adalid-Llansa, Laia; Mata, Daniel; Salazar-Huayna, Lourdes; Casas, Josep R.; Vilaplana, Veronica
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Computer-Assisted Surgical Planning for DIEP Flap Breast Reconstruction Surgery
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deleteCeranka, Jakub; Lamtenzan, Diego; Boonen, Pieter; Kapila, Ayush; Brussaard, Carola; Hamdi, Moustapha; Vandemeulebroucke, Jef
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Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteKang, Solha; Kim, Eugene; Vankerschaver, Joris; Ozbulak, Utku
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Uncertainty-Aware Cross-Modal Attention for Breast Cancer Classification in Ultrasound Imaging
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deleteFarooq, Aiman; Das, Chandisha; Mishra, Deepak
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Large Kernel MedNeXt for Breast Tumor Segmentation and Self-normalizing Network for pCR Classification in Magnetic Resonance Images
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deleteMusah, Toufiq
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Mammographic Image Generation Using Generative Cellular Automata
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteSchwarz, Lea; Montoya-del-Angel, Ricardo; Elbatel, Marawan; Marti, Robert
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Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation
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deletePoeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano, Vincenzo; Pastors, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
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Towards Breast Cancer Recurrence Prediction Using Transformer-Based Learning from Global-Local Radiomics and Clinical Data
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteKhalid, Adnan; Mursil, Muhammad; Meriaudeau, Fabrice; Faye, Ibrahima; Lalande, Alain; Puig, Domenec; Rashwan, Hatem A.
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Predicting Aesthetic Outcomes of Breast Cancer Surgery: A Robust and Explainable Image Retrieval Approach
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deleteFerreira, Pedro; Zolfagharnasab, Mohammad Hossein; Goncalves, Tiago; Bonci, Eduard; Mavioso, Carlos; Cardoso, Maria J.; Cardoso, Jaime S.
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MM-DETR: Emulating the Diagnostic Clinical Workflow in Multi-view Multi-modal Mammography Mass Detection
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deleteElbarbary, Karim; Panambur, Adarsh Bhandary; Bhat, Sheethal; Bayer, Siming; Maier, Andreas
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Bridging the Gap: A Community Driven and AI-Enabled Approach to Early Breast Cancer Detection in Black African Women
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deleteEmegoakor, Adaobi; Raymond, Confidence; Gbadamosi, Yewande; Malumba, Richard; Umoren, Charity; Betancourt, Diana Spence; Iorumbur, Aondona M.; Kalaiwo, Chinasa; Muhammad, Abbas Rabiu; Musinguzi, Dennis; Atukunda, Patience; Makhoul, Peter; Asiimwe, Rosta; Jatho, Alfred; Nnamani, Amaka; Eze, Franca; Toyobo, Oluyemisi; Fatade, Abiodun; Anazodo, Udunna C.; Dako, Farouk; Kawooya, Michael; Adewole, Maruf
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A Domain-Inspired, Semi-supervised nnU-Net Is All You Need for Primary Breast Cancer Segmentation
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteSchouten, Daan; Lee, Jeong Hoon; Bean, Gregory; Itakura, Haruka; Rusu, Mirabela
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MM plus CD Fusion: Deep Learning-based 3D Multi-Modal Fusion for Early Pathological Complete Response Prediction in Breast Cancer
deleteARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
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deleteTareke, Tewele W.; Payan, Neree; Cochet, Alexandre; Lalande, Alain; Meliaudeau, Fabrice
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