医学 AI - arXivDaily 专题

2210.07761 2022-10-17 eess.IV cs.CV cs.LG 82%

Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time Augmentation

Sepideh Amiri, Bulat Ibragimov

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

2210.07611 2022-10-17 eess.IV cs.CV cs.LG 82%

Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion

Srikrishna Jaganathan, Maximilian Kukla, Jian Wang, Karthik Shetty, Andreas Maier

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

Comments Accepted at WACV 2023

2210.06362 2022-10-13 eess.IV cs.CV cs.LG 82%

A Comparative Study on 1.5T-3T MRI Conversion through Deep Neural Network Models

Binhua Liao, Yani Chen, Zhewei Wang, Charles D. Smith, Jundong Liu

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

Comments Accepted to ICMLA 2022

2204.01713 2022-10-11 eess.IV cs.CV cs.LG 82%

Exemplar Learning for Medical Image Segmentation

Qing En, Yuhong Guo

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

Comments BMVC 2022

2102.01445 2022-10-10 eess.IV cs.CV cs.LG 82%

Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism

Constantin Seibold, Matthias A. Fink, Charlotte Goos, Hans-Ulrich Kauczor, Heinz-Peter Schlemmer, Rainer Stiefelhagen, Jens Kleesiek

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

Comments 4 pages, ISBI 2021

2101.00522 2022-10-10 cs.CV cs.CR cs.LG eess.IV 82%

Domain Adaptation for the Segmentation of Confidential Medical Images

Serban Stan, Mohammad Rostami

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

2210.02759 2022-10-07 physics.comp-ph physics.med-ph 82%

Assessing radiomics feature stability with simulated CT acquisitions

Kyriakos Flouris, Oscar Jimenez-del-Toro, Christoph Aberle, Michael Bach, Roger Schaer, Markus Obmann, Bram Stieltjes, Henning Mueller, Adrien Depeursinge, Ender Konukoglu

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)

Journal ref Scientific Reports volume 12, Article number: 4732 (2022)

2210.01713 2022-10-05 eess.IV cs.CV cs.LG 82%

Anatomically constrained CT image translation for heterogeneous blood vessel segmentation

Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, Pietro Gori, Isabelle Bloch

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

Comments Accepted at BMVC 2022

2209.15136 2022-10-03 eess.IV cs.LG eess.SP physics.med-ph 82%

Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup

Wenjun Xia, Qing Lyu, Ge Wang

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

2209.14097 2022-09-29 eess.IV cs.CV cs.LG 82%

Data Augmentation using Feature Generation for Volumetric Medical Images

Khushboo Mehra, Hassan Soliman, Soumya Ranjan Sahoo

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

Comments 8 pages, 11 figures

2209.11282 2022-09-26 eess.IV cs.CV cs.LG 82%

Automated detection of Alzheimer disease using MRI images and deep neural networks- A review

Narotam Singh, Patteshwari. D, Neha Soni, Amita Kapoor

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

Comments 22 Pages, 5 Figures, 7 Tables

2204.01702 2022-09-23 eess.IV cs.CV cs.LG 82%

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

Joshua Durso-Finley, Jean-Pierre R. Falet, Brennan Nichyporuk, Douglas L. Arnold, Tal Arbel

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

Comments Accepted to MIDL 2022

2209.07705 2022-09-19 eess.IV cs.CV cs.LG 82%

Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images

Yige Peng, Jinman Kim, Dagan Feng, Lei Bi

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

Comments Pre-print paper for 2022 MICCAI AutoPET Challenge

2208.05616 2022-09-09 eess.IV cs.CV cs.LG 82%

OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms

Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang

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

Comments 12 pages, 1 figure

2209.02004 2022-09-07 eess.IV cs.CV cs.LG 82%

Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning

Qingjie Meng, Wenjia Bai, Tianrui Liu, Declan P O'Regan, Daniel Rueckert

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

2204.01728 2022-08-30 eess.IV cs.CV cs.LG 82%

Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification

Dwarikanath Mahapatra

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

2203.10786 2022-08-18 eess.IV cs.AI cs.CV cs.LG 82%

Classifications of Skull Fractures using CT Scan Images via CNN with Lazy Learning Approach

Md Moniruzzaman Emon, Tareque Rahman Ornob, Moqsadur Rahman

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

Journal ref Journal of Computer Science, Volume 18 No. 3, 2022, 116-129

2201.10776 2022-08-18 eess.IV cs.CV cs.LG 82%

DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction

Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka

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

Comments Accepted at WACV 2023

2208.00032 2022-08-09 eess.IV cs.CV cs.LG 82%

A review of Deep learning Techniques for COVID-19 identification on Chest CT images

Briskline Kiruba S, Petchiammal A, D. Murugan

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

Comments Uploaded a different draft by mistake

2208.02895 2022-08-08 eess.IV cs.CV cs.LG 82%

Automatic Segmentation of the Placenta in BOLD MRI Time Series

S. Mazdak Abulnaga, Sean I. Young, Katherine Hobgood, Eileen Pan, Clinton J. Wang, P. Ellen Grant, Esra Abaci Turk, Polina Golland

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

Comments Accepted at MICCAI PIPPI 2022

2208.00713 2022-08-02 eess.IV cs.CV cs.LG 82%

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof

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

2206.01369 2022-08-02 cs.CV cs.AI cs.LG eess.IV 82%

Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation

Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan

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

2109.09241 2022-08-01 eess.IV cs.CV cs.LG 82%

Robust Framework for COVID-19 Identification from a Multicenter Dataset of Chest CT Scans

Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Akbar Shafiee, Faranak Babaki Fard, Konstantinos N. Plataniotis, Arash Mohammadi

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

2207.03555 2022-07-11 cs.HC cs.CR cs.DC 82%

Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework

Jiyoun Randolph, Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib, Bilash Saha

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)

2207.01579 2022-07-11 eess.IV cs.CV cs.LG 82%

Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans

Chih-Chung Hsu, Chi-Han Tsai, Guan-Lin Chen, Sin-Di Ma, Shen-Chieh Tai

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

Comments draft

2207.02469 2022-07-07 eess.IV cs.CV cs.LG 82%

Multi-Contrast MRI Segmentation Trained on Synthetic Images

Ismail Irmakci, Zeki Emre Unel, Nazli Ikizler-Cinbis, Ulas Bagci

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

Comments IEEE EMBC 2022 conference (oral) paper

2207.00156 2022-07-04 eess.IV cs.CV cs.LG 82%

Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models

Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen

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

Comments Accepted by MICCAI2022

2206.15431 2022-07-01 eess.IV cs.CV cs.LG 82%

Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan

Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed

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

2204.03804 2022-06-30 eess.IV cs.CV cs.LG math.OC 82%

A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis

Wanyu Bian, Qingchao Zhang, Xiaojing Ye, Yunmei Chen

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

Comments Provisional Accepted by MICCAI2022

2206.13295 2022-06-28 eess.IV cs.CV cs.LG 82%

Diffusion Deformable Model for 4D Temporal Medical Image Generation

Boah Kim, Jong Chul Ye

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

Comments Accepted for MICCAI 2022

1. 医学影像 22645 篇

Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time Augmentation

Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion

A Comparative Study on 1.5T-3T MRI Conversion through Deep Neural Network Models

Exemplar Learning for Medical Image Segmentation

Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism

Domain Adaptation for the Segmentation of Confidential Medical Images

Assessing radiomics feature stability with simulated CT acquisitions

Anatomically constrained CT image translation for heterogeneous blood vessel segmentation

Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup

Data Augmentation using Feature Generation for Volumetric Medical Images

Automated detection of Alzheimer disease using MRI images and deep neural networks- A review

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images

OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms

Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning

Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification

Classifications of Skull Fractures using CT Scan Images via CNN with Lazy Learning Approach

DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction

A review of Deep learning Techniques for COVID-19 identification on Chest CT images

Automatic Segmentation of the Placenta in BOLD MRI Time Series

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation

Robust Framework for COVID-19 Identification from a Multicenter Dataset of Chest CT Scans

Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework

Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans

Multi-Contrast MRI Segmentation Trained on Synthetic Images

Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models

Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan

A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis

Diffusion Deformable Model for 4D Temporal Medical Image Generation