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

论文数59

被引数

期刊论文 59

发表时间

Bias and Generalizability of Foundation Models Across Datasets in Breast Mammography 乳腺癌X射线影像中基础模型跨数据集的偏差与泛化性

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

This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN 这组EEG与这些EEG相似：基于ProtoEEG-kNN的可解释性间期痫样放电检测

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

Fine-Tuning Vision Language Models with Graph-Based Knowledge for Explainable Medical Image Analysis 基于图知识微调视觉语言模型以实现可解释医学图像分析

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.

Patient-Specific Radiomic Feature Selection with Reconstructed Healthy Persona of Knee MR Images 基于重建健康人像的膝关节MR图像患者特异性放射组学特征选择

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

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

Privacy Preserving Chest X-Ray Classification in Latent Space with Homomorphically Encrypted Neural Inference 在潜在空间中使用同态加密神经网络推理保护隐私的胸部X射线分类

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

IF0

2026-01-01

PREAI

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

Personalized Federated Side-Tuning for Medical Image Classification 个性化联邦侧调优用于医学图像分类

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

CytoSAE: Interpretable Cell Embeddings for Hematology CytoSAE：血液学可解释的细胞嵌入

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

Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction 解耦且可解释的多模态注意力融合用于癌症生存预测

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

Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification 基于原型的多重实例学习用于吉像素级全切片图像分类

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.

Variational Visible Layers: A Practical Framework for Uncertainty Estimation 变分可见层：不确定性估计的实用框架

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

IF0

2026-01-01

PREAI

Abboud, Zeinab; Lombaert, Herve; Kadoury, Samuel

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

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

Risk Estimation of Knee Osteoarthritis Progression via Predictive Multi-task Modelling from Efficient Diffusion Model Using X-Ray Images 基于X射线图像的效率扩散模型预测多任务建模膝关节骨关节炎进展的风险估计

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

IF0

2026-01-01

PREAI

Butler, David; Hilton, Adrian; Carneiro, Gustavo

One For All: A Unified Approach to Classification and Self-explanation 一专多能：分类与自我解释的统一方法

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

Mutual Information Regularization for Fairness-Aware Deep Imaging Representations 公平感知深度成像表示的互信息正则化

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

IF0

2026-01-01

PREAI

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

Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Experts 通过组特异性专家实现皮肤疾病诊断的公平性：纳入而非消除

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

High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation 高阶渐进轨迹匹配用于医学图像数据集蒸馏

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

Equitable Federated Learning with NCA 基于NCA的公平联邦学习

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

Training-Free Test-Time Improvement for Explainable Medical Image Classification 无训练测试时改进可解释医学图像分类

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