医学 AI

e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation

Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony Nguyen, Bevan Koopman

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.CV

FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation

Weiping Ding, Sheng Geng, Haipeng Wang, Jiashuang Huang, Tianyi Zhou

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments This paper has been accepted by Information Fusion. Permission from Elsevier must be obtained for all other uses, in any current or future media. The final version is available at [doi:10.1016/J.INFFUS.2024.102540]

Journal ref Information Fusion, 2024: 102540

The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation

Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted by ECCV 2024

Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image

Shaoxuan Wu, Xiao Zhang, Bin Wang, Zhuo Jin, Hansheng Li, Jun Feng

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Robust Conformal Volume Estimation in 3D Medical Images

Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Early accepted at MICCAI 2024

Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer

Mohammad R. Salmanpour, Amin Mousavi, Yixi Xu, William B Weeks, Ilker Hacihaliloglu

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments Accepted to 2024 MICCAI The 5th International Workshop of Advances in Simplifying Medical UltraSound (ASMUS)

nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation

Fabian Isensee, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus Maier-Hein, Paul F. Jaeger

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2024

Self-supervised Visualisation of Medical Image Datasets

Ifeoma Veronica Nwabufo, Jan Niklas Böhm, Philipp Berens, Dmitry Kobak

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification?

Johannes Kiechle, Daniel M. Lang, Stefan M. Fischer, Lina Felsner, Jan C. Peeken, Julia A. Schnabel

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2024 - GRAIL Workshop

MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM

Navyansh Mahla, Annie D'souza, Shubh Gupta, Bhavik Kanekar, Kshitij Sharad Jadhav

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates

Junjie Shi, Caozhi Shang, Zhaobin Sun, Li Yu, Xin Yang, Zengqiang Yan

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted by ACM MM 2024

Addressing Imbalance for Class Incremental Learning in Medical Image Classification

Xuze Hao, Wenqian Ni, Xuhao Jiang, Weimin Tan, Bo Yan

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted by ACM MM 2024

PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans

Lisa Anita De Santi, Jörg Schlötterer, Michael Scheschenja, Joel Wessendorf, Meike Nauta, Vincenzo Positano, Christin Seifert

专题命中 医学影像 ：MRI(title)；diagnosis(abstract)；分类 cs.CV

Comments Accepted at iMIMIC workshop @MICCAI 2024

ProtoSAM: One-Shot Medical Image Segmentation With Foundational Models

Lev Ayzenberg, Raja Giryes, Hayit Greenspan

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 12 pages, 3 figures, 4 tables, code: https://github.com/levayz/ProtoSAM

SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models

Manav Nitin Kapadnis, Sohan Patnaik, Abhilash Nandy, Sourjyadip Ray, Pawan Goyal, Debdoot Sheet

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.LG

Comments 8 pages, 3 figures, 4 tables, Accepted as oral at Clinical NLP workshop at NAACL 2024

Edge Projection-Based Adaptive View Selection for Cone-Beam CT

Jingsong Lin, Singanallur Venkatakrishnan, Gregery Buzzard, Amir Koushyar Ziabari, Charles Bouman

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Comments Submitted to 2024 Asilomar Conference on Signals, Systems, and Computers

Strategies for CT Reconstruction using Diffusion Posterior Sampling with a Nonlinear Model

Xiao Jiang, Shudong Li, Peiqing Teng, Grace Gang, J. Webster Stayman

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification

Hansang Lee, Haeil Lee, Helen Hong

专题命中 医学影像 ：medical image(title)；CT(abstract)；分类 cs.CV

Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction

Xiaoyu Qiao, Weisheng Li, Bin Xiao, Yuping Huang, Lijian Yang

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Debiased Noise Editing on Foundation Models for Fair Medical Image Classification

Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 13 pages, 3 figures. Accepted by MICCAI 2024

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation

Zhen Zhao, Zicheng Wang, Longyue Wang, Dian Yu, Yixuan Yuan, Luping Zhou

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments code:https://github.com/ZhenZHAO/AD-MT, accepted by ECCV 2024

GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes

Ibrahim Ethem Hamamci, Sezgin Er, Anjany Sekuboyina, Enis Simsar, Alperen Tezcan, Ayse Gulnihan Simsek, Sevval Nil Esirgun, Furkan Almas, Irem Dogan, Muhammed Furkan Dasdelen, Chinmay Prabhakar, Hadrien Reynaud, Sarthak Pati, Christian Bluethgen, Mehmet Kemal Ozdemir, Bjoern Menze

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Brain Tumor Segmentation in MRI Images with 3D U-Net and Contextual Transformer

Thien-Qua T. Nguyen, Hieu-Nghia Nguyen, Thanh-Hieu Bui, Thien B. Nguyen-Tat, Vuong M. Ngo

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments 6 pages, 7 figures

I-MedSAM: Implicit Medical Image Segmentation with Segment Anything

Xiaobao Wei, Jiajun Cao, Yizhu Jin, Ming Lu, Guangyu Wang, Shanghang Zhang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments accepted by ECCV2024

S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation

Qixiang Zhang, Haonan Wang, Xiaomeng Li

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 10 pages, under review of IEEE Transcations on Medical Imaging

Weakly-supervised Medical Image Segmentation with Gaze Annotations

Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng Ann Heng, Janet H. Hsiao, Qi Dou

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments MICCAI 2024

Complementary Information Mutual Learning for Multimodality Medical Image Segmentation

Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, Fengping Zhu, Yuxin Li, Xiangfeng Wang, Bo Jin

专题命中 医学影像 ：medical image(title)；diagnosis(abstract)；分类 cs.CV

Comments 35 pages, 18 figures

Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity

Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted at MICCAI 2024

High-Quality Medical Image Generation from Free-hand Sketch

Quan Huu Cap, Atsushi Fukuda

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted at EMBC 2024

Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review

Zikang Xu, Jun Li, Qingsong Yao, Han Li, Mingyue Zhao, S. Kevin Zhou

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Submitted to npj Dig. Med