医学 AI

Integrating ChatGPT into Secure Hospital Networks: A Case Study on Improving Radiology Report Analysis

Kyungsu Kim, Junhyun Park, Saul Langarica, Adham Mahmoud Alkhadrawi, Synho Do

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

Journal ref CHIL 2024

KA$^2$ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation

Shangde Gao, Yichao Fu, Ke Liu, Hongxia Xu, Jian Wu

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

Comments This paper has been accepted to MICCAI2024

PINNing Cerebral Blood Flow: Analysis of Perfusion MRI in Infants using Physics-Informed Neural Networks

Christoforos Galazis, Ching-En Chiu, Tomoki Arichi, Anil A. Bharath, Marta Varela

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

Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation

Chen Xu, Qiming Huang, Yuqi Hou, Jiangxing Wu, Fan Zhang, Hyung Jin Chang, Jianbo Jiao

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

Comments Accepcted in ACCV 2024

PAM: A Propagation-Based Model for Segmenting Any 3D Objects across Multi-Modal Medical Images

Zifan Chen, Xinyu Nan, Jiazheng Li, Jie Zhao, Haifeng Li, Ziling Lin, Haoshen Li, Heyun Chen, Yiting Liu, Lei Tang, Li Zhang, Bin Dong

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

Comments 28 pages, 6 figures

INSITE: labelling medical images using submodular functions and semi-supervised data programming

Akshat Gautam, Anurag Shandilya, Akshit Srivastava, Venkatapathy Subramanian, Ganesh Ramakrishnan, Kshitij Jadhav

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

Improving DCE-MRI through unfolded low-rank + sparse optimisation

Ondřej Mokrý, Jiří Vitouš, Pavel Rajmic, Radovan Jiřík

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

Comments This work has been submitted to the IEEE for possible publication

Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour Segmentation

Anissa Alloula, Daniel R McGowan, Bartłomiej W. Papież

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

First performance of hybrid spectra CT reconstruction: a general Spectrum-Model-Aided Reconstruction Technique (SMART)

Huiying Pan, Jianing Sun, Xu Jiang, Xing Zhao

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

Longitudinal Causal Image Synthesis

Yujia Li, Han Li, ans S. Kevin Zhou

专题命中 医学影像 ：medical image(abstract)；MRI(abstract)；diagnosis(abstract)；分类 cs.CV、q-bio、eess.IV

Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation

Yingyu Chen, Ziyuan Yang, Ming Yan, Zhongzhou Zhang, Hui Yu, Yan Liu, Yi Zhang

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

SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization

Yichi Zhang, Jin Yang, Yuchen Liu, Yuan Cheng, Yuan Qi

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

Comments Accept for BIBM 2024

LIMIS: Towards Language-based Interactive Medical Image Segmentation

Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen

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

Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification

Ganga Prasad Basyal, David Zeng, Bhaskar Pm Rimal

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

Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation

Maximilian Zenk, David Zimmerer, Fabian Isensee, Jeremias Traub, Tobias Norajitra, Paul F. Jäger, Klaus Maier-Hein

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

Comments This work has been submitted for possible publication

Predictive Accuracy-Based Active Learning for Medical Image Segmentation

Jun Shi, Shulan Ruan, Ziqi Zhu, Minfan Zhao, Hong An, Xudong Xue, Bing Yan

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

Comments 9 pages, 4 figures

Journal ref International Joint Conference on Artificial Intelligence (2024) 4885-4893

Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations

Ming Li, Wei Shen, Qingli Li, Yan Wang

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

Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation

Xinze Li, Runlin Huang, Zhenghao Wu, Bohan Yang, Wentao Fan, Chengzhang Zhu, Weifeng Su

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

Comments 5 pages, 3 figures, Accepted by 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2024)

Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation

Yuliang Gu, Yepeng Liu, Zhichao Sun, Jinchi Zhu, Yongchao Xu, Laurent Najman

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

Journal ref 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2024, Lisbon (Portugal), Portugal

SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation

Shiao Xie, Hongyi Wang, Ziwei Niu, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

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

UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in MRI-Guided RT with UMamba and nnU-Net ResEnc Planner

Jintao Ren, Kim Hochreuter, Jesper Folsted Kallehauge, Stine Sofia Korreman

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

Learnable Optimization-Based Algorithms for Low-Dose CT Reconstruction

Daisy Chen

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

Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation

Zhan Fa, Shumeng Li, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi

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

Comments 35 pages, 5 figures

Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation

Zehua Cheng, Di Yuan, Thomas Lukasiewicz

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

Comments BIBM 2024

TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation

Zekun Jiang, Dongjie Cheng, Ziyuan Qin, Jun Gao, Qicheng Lao, Abdullaev Bakhrom Ismoilovich, Urazboev Gayrat, Yuldashov Elyorbek, Bekchanov Habibullo, Defu Tang, LinJing Wei, Kang Li, Le Zhang

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

Comments 13 pages, 5 figures, 4 tables, accepted by BDMA Journal

Large-Scale 3D Medical Image Pre-training with Geometric Context Priors

Linshan Wu, Jiaxin Zhuang, Hao Chen

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

Comments CVPR 2024 Extension

Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images

Ruitong Sun, Mohammad Rostami

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

An Ordinal Diffusion Model for Generating Medical Images with Different Severity Levels

Shumpei Takezaki, Seiichi Uchida

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

Comments Accepted at ISBI2024

Medical Image Quality Assessment based on Probability of Necessity and Sufficiency

Boyu Chen, Ameenat L. Solebo, Weiye Bao, Paul Taylor

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

Act Like a Radiologist: Radiology Report Generation across Anatomical Regions

Qi Chen, Yutong Xie, Biao Wu, Xiaomin Chen, James Ang, Minh-Son To, Xiaojun Chang, Qi Wu

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

Comments Accepted by ACCV 2024 (Oral)