医学 AI

Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers

Kaiyan Li, Prabhat Kc, Hua Li, Kyle J. Myers, Mark A. Anastasio, Rongping Zeng

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

Comments 4 pages

Guiding the classification of hepatocellular carcinoma on 3D CT-scans using deep and handcrafted radiological features

E. Sarfati, A. Bône, M-M. Rohé, C. Aubé, M. Ronot, P. Gori, I. Bloch

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

Comments IEEE ISBI 2025

MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis

Jiaxin Zhuang, Linshan Wu, Qiong Wang, Peng Fei, Varut Vardhanabhuti, Lin Luo, Hao Chen

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

Comments submitted to a journal, updated v2

Improving Medical Visual Representations via Radiology Report Generation

Keegan Quigley, Miriam Cha, Josh Barua, Geeticka Chauhan, Seth Berkowitz, Steven Horng, Polina Golland

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

Fair Text to Medical Image Diffusion Model with Subgroup Distribution Aligned Tuning

Xu Han, Fangfang Fan, Jingzhao Rong, Zhen Li, Georges El Fakhri, Qingyu Chen, Xiaofeng Liu

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

nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation

Haixu Liu, Zerui Tao, Wenzhen Dong, Qiuzhuang Sun

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

Comments MICCAI

Detection of adrenal anomalous findings in spinal CT images using multi model graph aggregation

Carmel Shabalin, Israel Shenkman, Ilan Shelef, Gal Ben-Arie, Alex Geftler, Yuval Shahar

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

Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction

Shijun Liang, Ismail Alkhouri, Qing Qu, Rongrong Wang, Saiprasad Ravishankar

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

Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation

Meghana Karri, Amit Soni Arya, Koushik Biswas, Nicol`o Gennaro, Vedat Cicek, Gorkem Durak, Yuri S. Velichko, Ulas Bagci

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

Comments Accepted in WACV 2025

Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans

Heng Guo, Jianfeng Zhang, Jiaxing Huang, Tony C. W. Mok, Dazhou Guo, Ke Yan, Le Lu, Dakai Jin, Minfeng Xu

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

Comments Accepted by AAAI 2025

HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation

Sucheng Ren, Xiaomeng Li

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

Comments Accepted by TNNLS

Versatile Volumetric Medical Image Coding for Human-Machine Vision

Jietao Chen, Weijie Chen, Qianjian Xing, Feng Yu

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

RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation

Xiang Gao, Kai Lu

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

DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification

Ying Jin, Zhuoran Zhou, Haoquan Fang, Jenq-Neng Hwang

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

Dual-Task Vision Transformer for Rapid and Accurate Intracerebral Hemorrhage CT Image Classification

Jialiang Fan, Xinhui Fan, Chengyan Song, Xiaofan Wang, Bingdong Feng, Lucan Li, Guoyu Lu

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

FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis

Charulkumar Chodvadiya, Navyansh Mahla, Kinshuk Gaurav Singh, Kshitij Sharad Jadhav

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

Comments 5 Pages, 3 figures

GazeSearch: Radiology Findings Search Benchmark

Trong Thang Pham, Tien-Phat Nguyen, Yuki Ikebe, Akash Awasthi, Zhigang Deng, Carol C. Wu, Hien Nguyen, Ngan Le

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

Comments Aceepted WACV 2025

Classification of Mitral Regurgitation from Cardiac Cine MRI using Clinically-Interpretable Morphological Features

Y. On, K. Vimalesvaran, S. Zaman, M. Shun-Shin, J. Howard, N. Linton, G. Cole, A. A. Bharath, M. Varela

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

Comments accepted at LNCS (STACOM 2024)

J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation

Marzia Binta Nizam, Marian Zlateva, James Davis

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

Multimodal Foundation Models Exploit Text to Make Medical Image Predictions

Thomas Buckley, James A. Diao, Pranav Rajpurkar, Adam Rodman, Arjun K. Manrai

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

ORID: Organ-Regional Information Driven Framework for Radiology Report Generation

Tiancheng Gu, Kaicheng Yang, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai

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

Comments 13 pages, 11 figures, WACV2025

SP${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation

Shiman Li, Jiayue Zhao, Shaolei Liu, Xiaokun Dai, Chenxi Zhang, Zhijian Song

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

Comments 10 pages, 7 figures. Under Review

Gaze-Assisted Medical Image Segmentation

Leila Khaertdinova, Ilya Pershin, Tatiana Shmykova, Bulat Ibragimov

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

Comments 16 pages, 4 figures, Accepted to AIM-FM Workshop @ NeurIPS'24

Zero-shot capability of SAM-family models for bone segmentation in CT scans

Caroline Magg, Hoel Kervadec, Clara I. Sánchez

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

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis

Junlin Hou, Jilan Xu, Hao Chen

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

Comments MICCAI 2024

Designing a Robust Radiology Report Generation System

Sonit Singh

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

Comments 21 pages, 2 figures

NCA-Morph: Medical Image Registration with Neural Cellular Automata

Amin Ranem, John Kalkhof, Anirban Mukhopadhyay

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

Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging

Hidetoshi Matsuo, Mizuho Nishio, Takaaki Matsunaga, Koji Fujimoto, Takamichi Murakami

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

Comments 16 pages, 3figures

Journal ref Cancers 2024, 16(21), 3621

UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration

Runshi Zhang, Hao Mo, Junchen Wang, Bimeng Jie, Yang He, Nenghao Jin, Liang Zhu

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

Comments 13pages,10 figures

Journal ref early access in IEEE Transactions on Medical Imaging 2024

Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning

Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang

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

Comments Accepted by AIM-FM Workshop of NeurIPS2024