医学 AI - arXivDaily 专题

2109.14818 2021-10-01 eess.IV cs.CV 84%

Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic Segmentation

Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt

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

Comments Paper accepted in the 18th IEEE Latin American Robotics Symposium - LARS 2021

2109.14249 2021-09-30 eess.IV cs.CV 84%

Multipath CNN with alpha matte inference for knee tissue segmentation from MRI

Sheheryar Khan, Basim Azam, Yongcheng Yao, Weitian Chen

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

2109.14116 2021-09-30 eess.IV cs.CV cs.NA math.NA 84%

Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images

Elle Buser, Emma Hart, Ben Huenemann

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

Comments 23 pages, 14 figures

2109.08852 2021-09-21 eess.IV cs.CV 84%

Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation

Ran Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang, Shaoting Zhang

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

Comments Accepted by MICCAI 2021

2003.07678 2021-09-17 cs.CY cs.LG cs.SE eess.IV 84%

An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems

Charles Lu, Julia Strout, Romane Gauriau, Brad Wright, Fabiola Bezerra De Carvalho Marcruz, Varun Buch, Katherine Andriole

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

Comments Accepted for oral presentation at ICLR 2020, AI for Affordable Healthcare workshop

2109.07045 2021-09-16 eess.IV cs.AI cs.CV 84%

Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net

Yanwu Yang, Xutao Guo, Yiwei Pan, Pengcheng Shi, Haiyan Lv, Ting Ma

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

Comments MICCAI_QUBIQ challenge, conference, Uncertainty qualification

2101.06963 2021-09-16 eess.IV cs.CV 84%

Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI

Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg

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

2108.09987 2021-08-24 eess.IV cs.CV 84%

Efficient Medical Image Segmentation Based on Knowledge Distillation

Dian Qin, Jiajun Bu, Zhe Liu, Xin Shen, Sheng Zhou, Jingjun Gu, Zhijua Wang, Lei Wu, Huifen Dai

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

Comments Accepted by IEEE TMI, Code Avalivable

2108.02016 2021-08-05 eess.IV cs.CV 84%

OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations

Anirudh Joshi, Sabri Eyuboglu, Shih-Cheng Huang, Jared Dunnmon, Arjun Soin, Guido Davidzon, Akshay Chaudhari, Matthew P Lungren

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

2107.12046 2021-07-27 cs.AI cs.CV cs.LG 84%

3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework

Xi Guan, Guang Yang, Jianming Ye, Weiji Yang, Xiaomei Xu, Weiwei Jiang, Xiaobo Lai

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

Comments 34 pages, 12 figure, Accepted by BMC Medical Imaging

2107.11119 2021-07-26 eess.IV cs.CV 84%

Cardiac CT segmentation based on distance regularized level set

Xinyang Wu

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

2107.09842 2021-07-22 eess.IV cs.CV 84%

Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation

Yao Zhang, Jiawei Yang, Jiang Tian, Zhongchao Shi, Cheng Zhong, Yang Zhang, Zhiqiang He

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

2005.13201 2021-07-21 eess.IV cs.CV 84%

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Ashwin Raju, Chi-Tung Cheng, Yunakai Huo, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHuang Liao, Adam P Harrison

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

Comments 23 pages, 8 figures

2006.12434 2021-07-20 eess.IV cs.CV 84%

Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Victor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant RaviKumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li

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

Comments 14 pages

2107.05471 2021-07-13 eess.IV cs.CV 84%

The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation

Vishwesh Nath, Dong Yang, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger Roth, Daguang Xu

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

2107.05047 2021-07-13 cs.CV cs.LG 84%

One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images

Weina Jin, Xiaoxiao Li, Ghassan Hamarneh

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

2103.13557 2021-07-13 eess.IV cs.CV 84%

Task-Oriented Low-Dose CT Image Denoising

Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan

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

Comments Paper accepted by MICCAI-2021

2107.03904 2021-07-12 eess.IV cs.CV 84%

A hybrid deep learning framework for Covid-19 detection via 3D Chest CT Images

Shuang Liang

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

Comments 5 pages, 1 figure, 2 tables

2107.01682 2021-07-06 eess.IV cs.CV 84%

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Xiaohong Gao, Yu Qian, Alice Gao

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

2107.00418 2021-07-02 eess.IV cs.CV 84%

Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images

Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee

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

2106.15707 2021-07-01 eess.IV cs.CV physics.med-ph 84%

Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives

Yinzhe Wu, Zeyu Tang, Binghuan Li, David Firmin, Guang Yang

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

Comments 3 figure, 8 tables, 46 pages

2106.12313 2021-06-24 eess.IV cs.CV 84%

Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis

Zhongliang Li, Zhihao Jin, Xuechen Li, Linlin Shen

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

2106.11330 2021-06-23 eess.IV cs.CV 84%

Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images

Liping Zhang, Simon Chun-Ho Yu

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

Comments 7 pages and 3 figures

2106.08094 2021-06-16 eess.IV cs.CV 84%

Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning

Bram de Wilde, Richard P. G. ten Broek, Henkjan Huisman

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

Comments Accepted at MIDL 2021 as short paper

2106.01835 2021-06-04 eess.IV cs.CV 84%

Deep Learning Based Analysis of Prostate Cancer from MP-MRI

Pedro C. Neto

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

2105.10738 2021-05-25 eess.IV cs.CV 84%

MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution

Jin Zhu, Chuan Tan, Junwei Yang, Guang Yang, Pietro Lio'

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

2104.13293 2021-04-28 eess.IV cs.CV 84%

Evidential segmentation of 3D PET/CT images

Ling Huang, Su Ruan, Pierre Decazes, Thierry Denoeux

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

Comments Belief2021

2011.13150 2021-04-27 cs.CV cs.LG 84%

Continuous Conversion of CT Kernel using Switchable CycleGAN with AdaIN

Serin Yang, Eung Yeop Kim, Jong Chul Ye

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

2104.10195 2021-04-22 eess.IV cs.CV 84%

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

Yingda Xia, Dong Yang, Wenqi Li, Andriy Myronenko, Daguang Xu, Hirofumi Obinata, Hitoshi Mori, Peng An, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Anna Ierardi, Alan Yuille, Holger Roth

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

2104.09699 2021-04-21 eess.IV cs.CV 84%

Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images

Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Leyi Wei, Ran Su

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

1. 医学影像 22633 篇

Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic Segmentation

Multipath CNN with alpha matte inference for knee tissue segmentation from MRI

Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images

Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation

An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems

Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net

Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI

Efficient Medical Image Segmentation Based on Knowledge Distillation

OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations

3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework

Cardiac CT segmentation based on distance regularized level set

Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation

One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images

Task-Oriented Low-Dose CT Image Denoising

A hybrid deep learning framework for Covid-19 detection via 3D Chest CT Images

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images

Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives

Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis

Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images

Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning

Deep Learning Based Analysis of Prostate Cancer from MP-MRI

MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution

Evidential segmentation of 3D PET/CT images

Continuous Conversion of CT Kernel using Switchable CycleGAN with AdaIN

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images