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MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

Papers59

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Journal Papers 59

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Bias and Generalizability of Foundation Models Across Datasets in Breast Mammography

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Germani, Elodie; Selin-Tuerk, Ilayda; Zeineddine, Fatima; Mourad, Charbel; Albarqouni, Shadi

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This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Tang, Dennis; Donnelly, Jon; Barnett, Alina Jade; Semenova, Lesia; Jing, Jin; Hadar, Peter; Karakis, Ioannis; Selioutski, Olga; Zhao, Kehan; Westover, M. Brandon; Rudin, Cynthia

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Fine-Tuning Vision Language Models with Graph-Based Knowledge for Explainable Medical Image Analysis

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Li, Chenjun; Lux, Laurin; Berger, Alexander H.; Menten, Martin J.; Sabuncu, Mert R.; Paetzold, Johannes C.

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Patient-Specific Radiomic Feature Selection with Reconstructed Healthy Persona of Knee MR Images

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Chen, Yaxi; Ni, Simin; Saeed, Shaheer U.; Ivanova, Aleksandra; Hargunani, Rikin; Huang, Jie; Liu, Chaozong; Hu, Yipeng

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On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-Offs in Medical Imaging

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Luo, Haozhe; Zhou, Ziyu; Shu, Shelley Zixin; de Mortanges, Aurelie Pahud; Berke, Robert; Reyes, Mauricio

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Privacy Preserving Chest X-Ray Classification in Latent Space with Homomorphically Encrypted Neural Inference

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Kim, Jonghun; Jo, Gyeongdeok; Ra, Sinyoung; Park, Hyunjin

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Personalized Federated Side-Tuning for Medical Image Classification

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Chen, Jiayi; Ma, Benteng; Pan, Yongsheng; Pu, Bin; Cui, Hengfei; Xia, Yong

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CytoSAE: Interpretable Cell Embeddings for Hematology

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Dasdelen, Muhammed Furkan; Lim, Hyesu; Buck, Michele; Goetze, Katharina S.; Marr, Carsten; Schneider, Steffen

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Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Eijpe, Aniek; Lakbir, Soufyan; Cesur, Melis Erdal; Oliveira, Sara P.; Abeln, Sanne; Silva, Wilson

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Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Sun, Susu; van Midden, Dominique; Litjens, Geert; Baumgartner, Christian F.

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Variational Visible Layers: A Practical Framework for Uncertainty Estimation

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Abboud, Zeinab; Lombaert, Herve; Kadoury, Samuel

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PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Saadat, Armin; Hashemi, Nima; Vaseli, Hooman; Tsang, Michael Y.; Luong, Christina; Van de Panne, Michiel; Tsang, Teresa S. M.; Abolmaesumi, Purang

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E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Huang, Bin; Liu, Zhong; Wen, Huiying; Huang, Bingsheng; Chen, Xin; Li, Shuo

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Risk Estimation of Knee Osteoarthritis Progression via Predictive Multi-task Modelling from Efficient Diffusion Model Using X-Ray Images

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Butler, David; Hilton, Adrian; Carneiro, Gustavo

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One For All: A Unified Approach to Classification and Self-explanation

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Naouar, Mehdi; Vogt, Yannick; Boedecker, Joschka; Kalweit, Gabriel; Kalweit, Maria

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Mutual Information Regularization for Fairness-Aware Deep Imaging Representations

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Sadri, Amir Reza; DeSilvio, Thomas; Viswanath, Satish E.

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Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Experts

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Xu, Gelei; Duan, Yuying; Liu, Zheyuan; Li, Xueyang; Jiang, Meng; Lemmon, Michael; Jin, Wei; Shi, Yiyu

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High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Dong, Le; Bian, Jinghao; Hou, Jingyang; Hu, Jingliang; Shi, Yilei; Dong, Weisheng; Zhu, Xiao Xiang; Mou, Lichao

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Equitable Federated Learning with NCA

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Lemke, Nick; Konstantin, Mirko; Krumb, Henry John; Kalkhof, John; Stieber, Jonathan; Mukhopadhyay, Anirban

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Training-Free Test-Time Improvement for Explainable Medical Image Classification

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

He, Hangzhou; Tang, Jiachen; Zhu, Lei; Li, Kaiwen; Lu, Yanye

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