ISIC/Care-AI/MedAGI/DeCaF@MICCAI

Keyphrases

Publications

2023

Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Rachana Sathish, Rahul Venkataramani, K. S. Shriram, Prasad Sudhakar
Task-Driven Prompt Evolution for Foundation Models. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Sara Ketabi, Pranav Agnihotri, Hamed Zakeri, Khashayar Namdar, Farzad Khalvati
Multimodal Learning for Improving Performance and Explainability of Chest X-Ray Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Sangwook Kim, Thomas G. Purdie, Chris McIntosh
Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Heejong Kim, Victor Ion Butoi, Adrian V. Dalca, Mert R. Sabuncu
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Wen Tang, Chenhao Pei, Pengxin Yu, Huan Zhang, Xiangde Min, Cancan Chen, Han Kang, Weixin Xu, Rongguo Zhang
Generating Chinese Radiology Reports from X-Ray Images: A Public Dataset and an X-ray-to-Reports Generation Method. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Vaibhav Khamankar, Sutanu Bera, Saumik Bhattacharya, Debashis Sen, Prabir Kumar Biswas
Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Sharon Chokuwa, Muhammad Haris Khan
Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel H. Saltz, Maria Vakalopoulou, Prateek Prasanna, Dimitris Samaras
SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Yuchen Tian, Jiacheng Wang, Yueming Jin, Liansheng Wang
Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Indu Joshi, Priyank Upadhya, Gaurav Kumar Nayak, Peter Schüffler, Nassir Navab
DISBELIEVE: Distance Between Client Models Is Very Essential for Effective Local Model Poisoning Attacks. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Geng Zhan, Jiajun Deng, Mariano Cabezas, Wanli Ouyang, Michael Barnett, Chenyu Wang
Fed-CoT: Co-teachers for Federated Semi-supervised MS Lesion Segmentation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Chamani Shiranthika, Zahra Hafezi Kafshgari, Parvaneh Saeedi, Ivan V. Bajic
SplitFed Resilience to Packet Loss: Where to Split, that is the Question. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
David Bani-Harouni, Tamara T. Mueller, Daniel Rueckert, Georgios Kaissis
Gradient Self-alignment in Private Deep Learning. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Marawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li
Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Wenjie Kang, Bo Li, Janne M. Papma, Lize C. Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Jurgen A. H. R. Claassen, Huub A. M. Middelkoop, Wiesje M. van der Flier, Inez H. G. B. Ramakers, Stefan Klein, Esther E. Bron
An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer's Disease. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Seungkyu Kim, Hyun-Jic Oh, Seonghui Min, Won-Ki Jeong
Evaluation and Improvement of Segment Anything Model for Interactive Histopathology Image Segmentation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Naren Akash R. J, Anirudh Kaushik, Jayanthi Sivaswamy
Evidence-Driven Differential Diagnosis of Malignant Melanoma. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Dongik Shin, Beomsuk Kim, Seungjun Baek
CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Julio Silva-Rodríguez, Jose Dolz, Ismail Ben Ayed
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Anh Tien Nguyen, Jin Tae Kwak
GPC: Generative and General Pathology Image Classifier. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Qiangqiang Gu, Nazim Shaikh, Ping-chang Lin, Srinath Jayachandran, Prasanna Porwal, Xiao Li, Yao Nie
Cellular Features Based Interpretable Network for Classifying Cell-Of-Origin from Whole Slide Images for Diffuse Large B-cell Lymphoma Patients. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Yann Fraboni, Lucia Innocenti, Michela Antonelli, Richard Vidal, Laetitia Kameni, Sébastien Ourselin, Marco Lorenzi
Validation of Federated Unlearning on Collaborative Prostate Segmentation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Ruoyou Wu, Cheng Li, Juan Zou, Shanshan Wang
FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Qingyang Wu, Yiqing Shen, Jing Ke
A General Computationally-Efficient 3D Reconstruction Pipeline for Multiple Images with Point Clouds. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Fuping Wu, Le Zhang, Yang Sun, Yuanhan Mo, Thomas Nichols, Bartlomiej W. Papiez
Multi-task Cooperative Learning via Searching for Flat Minima. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Yizhe Zhang, Danny Z. Chen
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as a Plug-and-Play Transductive Model for Medical Image Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)

volume 14393, 2023

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings ISIC/Care-AI/MedAGI/DeCaF@MICCAI 14393 (2023)