医学 AI

Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus Images

Soham Basu, Sayantan Mukherjee, Ankit Bhattacharya, Anindya Sen

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

Comments RAAI 2020, 11 pages, 12 figures, 2 tables

Journal ref Proceedings of Research and Applications in Artificial Intelligence. Advances in Intelligent Systems and Computing, vol. 1355 (2021) pp.173-184. Springer, Singapore

A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion

Xiangxi Meng, Yuning Gu, Yongsheng Pan, Nizhuan Wang, Peng Xue, Mengkang Lu, Xuming He, Yiqiang Zhan, Dinggang Shen

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

A novel adversarial learning strategy for medical image classification

Zong Fan, Xiaohui Zhang, Jacob A. Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Pengfei Song, Xiaowei Wang, Hua Li

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

A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity Assessment

Tal Ben-Haim, Ron Moshe Sofer, Gal Ben-Arie, Ilan Shelef, Tammy Riklin-Raviv

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

Comments IEEE International Conference on Image Processing (ICIP) 2022

A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction

Balamurali Murugesan, Sriprabha Ramanarayanan, Sricharan Vijayarangan, Keerthi Ram, Naranamangalam R Jagannathan, Mohanasankar Sivaprakasam

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

Comments Accepted in CMIG 2021

Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation

Josafat-Mattias Burmeister, Marcel Fernandez Rosas, Johannes Hagemann, Jonas Kordt, Jasper Blum, Simon Shabo, Benjamin Bergner, Christoph Lippert

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

Comments 22 pages, 5 figures, to be published at ReALML @ ICML2022

Online Reflective Learning for Robust Medical Image Segmentation

Yuhao Huang, Xin Yang, Xiaoqiong Huang, Jiamin Liang, Xinrui Zhou, Cheng Chen, Haoran Dou, Xindi Hu, Yan Cao, Dong Ni

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

Comments Accepted by MICCAI 2022

Automatic linear measurements of the fetal brain on MRI with deep neural networks

Netanell Avisdris, Bossmat Yehuda, Ori Ben-Zvi, Daphna Link-Sourani, Liat Ben-Sira, Elka Miller, Elena Zharkov, Dafna Ben Bashat, Leo Joskowicz

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

Comments 15 pages, 8 figures, presented in CARS 2020, submitted to IJCARS

Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation

Yicheng Wu, Zhonghua Wu, Qianyi Wu, Zongyuan Ge, Jianfei Cai

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

Comments Accepted by MICCAI 2022

Automated triaging of head MRI examinations using convolutional neural networks

David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Siddharth Agarwal, Jeremy Lynch, Matthew Townend, Gareth Barker, Sebastien Ourselin, James H. Cole, Thomas C. Booth

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

Comments Accepted as an oral presentation at Medical Imaging with Deep Learning (MIDL) 2021

Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification

Dwarikanath Mahapatra

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

SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI

Junshen Xu, Daniel Moyer, P. Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson

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

Comments Accepted by MICCAI 2022

Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction

Jiangpeng Yan, Chenghui Yu, Hanbo Chen, Zhe Xu, Junzhou Huang, Xiu Li, Jianhua Yao

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

Comments submitted to an IEEE journal

CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation

Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin

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

Comments 9 pages

How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images

Yiqing Shen, Bingxin Zhou, Xinye Xiong, Ruitian Gao, Yu Guang Wang

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

Comments 21 pages

Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT

Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael Fulham, Jinman Kim

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

Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation

Talgat Saparov, Anvar Kurmukov, Boris Shirokikh, Mikhail Belyaev

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

Comments table fixed

Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images

Tom Ron, Michal Weiler-Sagie, Tamir Hazan

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

Comments 12 pages, 5 figures. In proceedings of the 39th International Conference on Machine Learning, Baltimore, Maryland, USA, PMLR 162, 2022. Copyright 2022 by the author(s)

Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation

Zhenxi Zhang, Chunna Tian, Zhicheng Jiao

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

Comments 11 pages, 3 figures

Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment

Shuxin Yang, Xian Wu, Shen Ge, S. Kevin Zhou, Li Xiao

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

Learning brain MRI quality control: a multi-factorial generalization problem

Ghiles Reguig, Marie Chupin, Hugo Dary, Eric Bardinet, Stéphane Lehéricy, Romain Valabregue

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

Reading Race: AI Recognises Patient's Racial Identity In Medical Images

Imon Banerjee, Ananth Reddy Bhimireddy, John L. Burns, Leo Anthony Celi, Li-Ching Chen, Ramon Correa, Natalie Dullerud, Marzyeh Ghassemi, Shih-Cheng Huang, Po-Chih Kuo, Matthew P Lungren, Lyle Palmer, Brandon J Price, Saptarshi Purkayastha, Ayis Pyrros, Luke Oakden-Rayner, Chima Okechukwu, Laleh Seyyed-Kalantari, Hari Trivedi, Ryan Wang, Zachary Zaiman, Haoran Zhang, Judy W Gichoya

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

TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images

Jiangyun Li, Wenxuan Wang, Chen Chen, Tianxiang Zhang, Sen Zha, Jing Wang, Hong Yu

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

Nonconvex ${L_ {1/2}} $-Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction

Yunyi Li, Yiqiu Jiang, Hengmin Zhang, Jianxun Liu, Xiangling Ding, Guan Gui

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

Comments Preprint submitted to Journal of The Franklin Institute. Corresponding Author: yunyili@hnust.edu.cn, guiguan@njupt.edu.cn

Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients

Sai Vidyaranya Nuthalapati, Marcela Vizcaychipi, Pallav Shah, Piotr Chudzik, Chee Hau Leow, Paria Yousefi, Ahmed Selim, Keiran Tait, Ben Irving

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

Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training

Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng

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

Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification

Declan McIntosh, Tunai Porto Marques, Alexandra Branzan Albu

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

Comments Published in 2021 18th Conference on Robots and Vision (CRV). 8 pages with referances

Journal ref 2021 18th Conference on Robots and Vision (CRV); (2021) 41-48

Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation

Yuxin Kang, Hansheng Li, Xuan Zhao, Dongqing Hu, Feihong Liu, Lei Cui, Jun Feng, Lin Yang

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

Comments 10 pages, 5 figures

Convolutional module for heart localization and segmentation in MRI

Daniel Lima, Catharine Graves, Marco Gutierrez, Bruno Brandoli, Jose Rodrigues-Jr

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

Comments Submitted to CMIG

Journal ref ICIAP 2022, Part I, LNCS 13231

Resource-efficient domain adaptive pre-training for medical images

Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun

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