医学 AI

GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels

Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu

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

Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation

Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi

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

Comments MICCAI 2023

Extracting Lungs from CT Images using Fully Convolutional Networks

Jeovane Honório Alves, Pedro Martins Moreira Neto, Lucas Ferrari de Oliveira

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

Comments Accepted for presentation at the International Joint Conference on Neural Networks (IJCNN) 2018

Medical Image Segmentation with Belief Function Theory and Deep Learning

Ling Huang

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

Comments Ph.D. Thesis

Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer

Yazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang

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

Comments Accepted by MICCAI

Highly accurate quantum optimization algorithm for CT image reconstructions based on sinogram patterns

Kyungtaek Jun

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

Comments 16 Pages, 5 figures, 1 Table

Journal ref Sci Rep 13, 14407 (2023)

Self-supervision for medical image classification: state-of-the-art performance with ~100 labeled training samples per class

Maximilian Nielsen, Laura Wenderoth, Thilo Sentker, René Werner

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

Journal ref Bioengineering (Basel). 2023;10(8):895

Recurrence-Free Survival Prediction for Anal Squamous Cell Carcinoma Chemoradiotherapy using Planning CT-based Radiomics Model

Shanshan Tang, Kai Wang, David Hein, Gloria Lin, Nina N. Sanford, Jing Wang

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

Segmentation of 3D pore space from CT images using curvilinear skeleton: application to numerical simulation of microbial decomposition

Olivier Monga, Zakaria Belghali, Mouad Klai, Lucie Druoton, Dominique Michelucci, Valerie Pot

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

Comments preprint, submitted to Computers & Geosciences 2023

Breast MRI radiomics and machine learning radiomics-based predictions of response to neoadjuvant chemotherapy -- how are they affected by variations in tumour delineation?

Sepideh Hatamikia, Geevarghese George, Florian Schwarzhans, Amirreza Mahbod, Ramona Woitek

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

Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction

Wanyu Bian, Albert Jang, Fang Liu

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

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof

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

Data-iterative Optimization Score Model for Stable Ultra-Sparse-View CT Reconstruction

Weiwen Wu, Yanyang Wang

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

Comments 11 pages, 12 figures

Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation

Yanyu Ye, Zhengxi Zhang, Chunna Tianb, Wei wei

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

Comments 30 pages,7 figures

Enhancement of the Prefiltered Rotationally Invariant Non-local PCA Algorithm for MRI

Shiao Li

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

LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation

Muhammad F. A. Chaudhary, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt

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

Comments 17 pages, 12 figures, 6 Tables

Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan

Sergio Garcia-Garcia, Santiago Cepeda, Dominik Muller, Alejandra Mosteiro, Ramon Torne, Silvia Agudo, Natalia de la Torre, Ignacio Arrese, Rosario Sarabia

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

Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis

Yuqi Fang, Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki, Huaicheng Yan, Mingxia Liu

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

Comments 12 pages, 5 figures

Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder

Jia-Xin Zhuang, Luyang Luo, Hao Chen

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

False Negative/Positive Control for SAM on Noisy Medical Images

Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris Oguz, Nadav Schwartz, Brett C Byram, Ipek Oguz

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

Breast Lesion Diagnosis Using Static Images and Dynamic Video

Yunwen Huang, Hongyu Hu, Ying Zhu, Yi Xu

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

Comments Accepted by ISBI2023

Feasibility of Universal Anomaly Detection without Knowing the Abnormality in Medical Images

Can Cui, Yaohong Wang, Shunxing Bao, Yucheng Tang, Ruining Deng, Lucas W. Remedios, Zuhayr Asad, Joseph T. Roland, Ken S. Lau, Qi Liu, Lori A. Coburn, Keith T. Wilson, Bennett A. Landman, Yuankai Huo

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

Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis

Yankai Jiang, Mingze Sun, Heng Guo, Xiaoyu Bai, Ke Yan, Le Lu, Minfeng Xu

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

Comments This paper has been accepted by ICCV 2023 (oral)

Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation

Qi Wu, Yuyao Zhang, Marawan Elbatel

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

Comments 8.5 pages + 2 pages of supplementary materials + 2 pages of references, 3 figures, submitted to 5th MICCAI Workshop on Domain Adaptation and Representation Transfer (DART)

Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes

Weihang Dai, Xiaomeng Li, Taihui Yu, Di Zhao, Jun Shen, Kwang-Ting Cheng

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

Comments Accepted by MICCAI23

Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification

Wongi Park, Jongbin Ryu

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

Prostate Age Gap (PAG): An MRI surrogate marker of aging for prostate cancer detection

Alvaro Fernandez-Quilez, Tobias Nordström, Fredrik Jäderling, Svein Reidar Kjosavik, Martin Eklund

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

Comments Under review

RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction

Sameer Khanna, Adam Dejl, Kibo Yoon, Quoc Hung Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar

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

Comments Accepted at Machine Learning for Healthcare 2023

An automated pipeline for quantitative T2* fetal body MRI and segmentation at low field

Kelly Payette, Alena Uus, Jordina Aviles Verdera, Carla Avena Zampieri, Megan Hall, Lisa Story, Maria Deprez, Mary A. Rutherford, Joseph V. Hajnal, Sebastien Ourselin, Raphael Tomi-Tricot, Jana Hutter

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

Comments Accepted by MICCAI 2023

Rapid Training Data Creation by Synthesizing Medical Images for Classification and Localization

Abhishek Kushwaha, Sarthak Gupta, Anish Bhanushali, Tathagato Rai Dastidar

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

Comments https://openaccess.thecvf.com/content_CVPRW_2020/html/w57/Kushwaha_Rapid_Training_Data_Creation_by_Synthesizing_Medical_Images_for_Classification_CVPRW_2020_paper.html