医学 AI - arXivDaily 专题

2206.04336 2022-06-10 eess.IV cs.CV 84%

Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation

Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang

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

Comments MICCAI 2022

2206.04056 2022-06-10 eess.IV cs.CV 84%

An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images

Shko M. Qader, Bryar A. Hassan, Tarik A. Rashid

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

Comments Multimed Tools Appl (2022)

2206.03049 2022-06-08 eess.IV cs.CV 84%

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Yonghe Hou, Chao Song, Hongbo Liu, Jiang Liu

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

Comments MICCAI 2022

2109.14172 2022-06-08 eess.IV cs.CV 84%

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention

Guotai Wang, Shuwei Zhai, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris Metaxas, Jinghao Zhou, Shaoting Zhang

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

Comments 12 pages, 9 figures. Submitted to IEEE TMI

2206.02358 2022-06-07 eess.SP cs.AI cs.CV cs.SY eess.SY 84%

Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices

Owais Ali, Hazrat Ali, Syed Ayaz Ali Shah, Aamir Shahzad

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

Comments Preprint of paper accepted in IEEE Transactions on Circuits and Systems II: Express Brief

2206.00124 2022-06-02 eess.SP cs.MM cs.NA eess.IV math.NA stat.ME 84%

Low-complexity Three-dimensional Discrete Hartley Transform Approximations for Medical Image Compression

V. A. Coutinho, F. M. Bayer, R. J. Cintra

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

Comments 22 pages, 7 tables, 6 figures

Journal ref Computers in Biology and Medicine, vol. 139, 2021

2205.13774 2022-05-30 eess.IV cs.CV 84%

Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning

Mansi Gupta, Aman Swaraj, Karan Verma

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

2205.08239 2022-05-18 eess.IV cs.CV 84%

CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI

Liu Li, Qiang Ma, Matthew Sinclair, Antonios Makropoulos, Joseph Hajnal, A. David Edwards, Bernhard Kainz, Daniel Rueckert, Amir Alansary

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

2205.04846 2022-05-11 eess.IV cs.CV 84%

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li

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

Comments Accepted by IJCAI 2022

2110.03588 2022-04-22 eess.IV cs.CV physics.med-ph 84%

A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

Qing Lyu, Sanjeev V. Namjoshi, Emory McTyre, Umit Topaloglu, Richard Barcus, Michael D. Chan, Christina K. Cramer, Waldemar Debinski, Metin N. Gurcan, Glenn J. Lesser, Hui-Kuan Lin, Reginald F. Munden, Boris C. Pasche, Kiran Kumar Solingapuram Sai, Roy E. Strowd, Stephen B. Tatter, Kounosuke Watabe, Wei Zhang, Ge Wang, Christopher T. Whitlow

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

2204.08470 2022-04-20 eess.IV cs.AI cs.CV 84%

U-Net and its variants for Medical Image Segmentation : A short review

Vinay Ummadi

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

2108.10772 2022-04-19 eess.IV cs.CV physics.med-ph 84%

DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan

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

Comments Accepted by IEEE Transactions on Instrumentation and Measurement

Journal ref IEEE Transactions on Instrumentation and Measurement, 4500512, 2022

2203.15383 2022-04-18 eess.IV cs.CV 84%

Category Guided Attention Network for Brain Tumor Segmentation in MRI

Jiangyun Li, Hong Yu, Chen Chen, Meng Ding, Sen Zha

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

2204.04949 2022-04-12 eess.IV cs.CV 84%

A Semantic Segmentation Network Based Real-Time Computer-Aided Diagnosis System for Hydatidiform Mole Hydrops Lesion Recognition in Microscopic View

Chengze Zhu, Pingge Hu, Xianxu Zeng, Xingtong Wang, Zehua Ji, Li Shi

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

2202.01020 2022-04-11 eess.IV cs.CV 84%

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks

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

Comments 6 pages, 4 figures, accepted at IEEE EMBC 2022

2111.14791 2022-03-29 cs.CV cs.AI cs.LG 84%

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

Yucheng Tang, Dong Yang, Wenqi Li, Holger Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh

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

Comments CVPR'22 Accepted Paper

2012.07079 2022-03-29 eess.IV cs.CV 84%

CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images

Narinder Singh Punn, Sonali Agarwal

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

Journal ref Neural Processing Letters 2022

2108.06227 2022-03-22 cs.CV cs.AI cs.LG 84%

SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence Staib, James S. Duncan

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

Comments IEEE Transactions on Medical Imaging (IEEE-TMI) 2022

2110.11684 2022-03-15 eess.IV cs.CV 84%

Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform

Fayaz Ali Dharejo, Muhammad Zawish, Farah Deeba Yuanchun Zhou, Kapal Dev, Sunder Ali Khowaja, Nawab Muhammad Faseeh Qureshi

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

Comments 14 pages, 13 Figures, and 3 Tables. Submitted to IEEE/ACM TCBB

2203.06060 2022-03-14 eess.IV cs.CV 84%

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI

Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran

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

Comments 30 pages, 13 figures. For associated GitHub repository, see https://github.com/AICONSlab/roodmri

2203.03623 2022-03-09 eess.IV cs.CV 84%

Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction

Yutong Xie, Quanzheng Li

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

1903.09097 2022-03-03 eess.IV cs.AI cs.LG 84%

Dilated deeply supervised networks for hippocampus segmentation in MRI

Lukas Folle, Sulaiman Vesal, Nishant Ravikumar, Andreas Maier

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

Comments BVM 2019 conference paper

2202.10396 2022-02-22 eess.IV cs.CV 84%

MIST GAN: Modality Imputation Using Style Transfer for MRI

Jaya Chandra Raju, Kompella Subha Gayatri, Keerthi Ram, Rajeswaran Rangasami, Rajoo Ramachandran, Mohansankar Sivaprakasam

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

2202.09609 2022-02-22 eess.IV cs.CV 84%

A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction

Chang Sun, Ken Deng, Yitong Liu, Hongwen Yang

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

2201.04138 2022-02-18 eess.IV cs.CV 84%

Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images

Vincent Andrearczyk, Valentin Oreiller, Sarah Boughdad, Catherine Chez Le Rest, Hesham Elhalawani, Mario Jreige, John O. Prior, Martin Vallières, Dimitris Visvikis, Mathieu Hatt, Adrien Depeursinge

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

2202.00677 2022-02-04 eess.IV cs.AI cs.CV 84%

An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation

Hritam Basak, Rajarshi Bhattacharya, Rukhshanda Hussain, Agniv Chatterjee

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

Comments Accepted at ISBI 2022

2201.09163 2022-01-25 eess.IV cs.CV 84%

Pulmonary Fissure Segmentation in CT Images Based on ODoS Filter and Shape Features

Yuanyuan Peng, Pengpeng Luan, Hongbin Tu, Xiong Li, Ping Zhou

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

2201.02629 2022-01-11 eess.IV cs.AI cs.CV 84%

United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI

Jianfeng Zhao, Dengwang Li, Shuo Li

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

2010.10563 2022-01-11 cs.CV cs.AI cs.CL cs.LG 84%

A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo andía, Cristian Tejos, Claudia Prieto, Daniel Capurro

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

Comments Accepted for publication in ACM CSUR

2007.15546 2022-01-11 eess.IV cs.CV 84%

Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients

Sofie Tilborghs, Ine Dirks, Lucas Fidon, Siri Willems, Tom Eelbode, Jeroen Bertels, Bart Ilsen, Arne Brys, Adriana Dubbeldam, Nico Buls, Panagiotis Gonidakis, Sebastián Amador Sánchez, Annemiek Snoeckx, Paul M. Parizel, Johan de Mey, Dirk Vandermeulen, Tom Vercauteren, David Robben, Dirk Smeets, Frederik Maes, Jef Vandemeulebroucke, Paul Suetens

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

Comments Updated acknowledgments

1. 医学影像 22719 篇

Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation

An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention

Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices

Low-complexity Three-dimensional Discrete Hartley Transform Approximations for Medical Image Compression

Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning

CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

U-Net and its variants for Medical Image Segmentation : A short review

DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

Category Guided Attention Network for Brain Tumor Segmentation in MRI

A Semantic Segmentation Network Based Real-Time Computer-Aided Diagnosis System for Hydatidiform Mole Hydrops Lesion Recognition in Microscopic View

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images

SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI

Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction

Dilated deeply supervised networks for hippocampus segmentation in MRI

MIST GAN: Modality Imputation Using Style Transfer for MRI

A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction

Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images

An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation

Pulmonary Fissure Segmentation in CT Images Based on ODoS Filter and Shape Features

United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI

A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients