医学 AI - arXivDaily 专题

2206.04170 2022-11-22 cs.CV cs.AI cs.LG eess.IV 82%

CASS: Cross Architectural Self-Supervision for Medical Image Analysis

Pranav Singh, Elena Sizikova, Jacopo Cirrone

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

Comments (27 pages, 14 figures), Accepted at NeurIPS 2022 Workshop: Self-Supervised Learning - Theory and Practice

2211.10388 2022-11-21 eess.IV cs.LG eess.SP physics.med-ph 82%

Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction

Wenjun Xia, Wenxiang Cong, Ge Wang

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

2211.10138 2022-11-21 eess.IV cs.CV cs.LG 82%

Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images

Hui Xu, Yihao Li, Wei Zhao, Gwenolé Quellec, Lijun Lu, Mathieu Hatt

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

2211.06641 2022-11-15 eess.IV cs.CV cs.LG 82%

Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network

Xin Gao

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

Comments 8 pages, 6 figures

2211.02419 2022-11-07 eess.IV cs.CV cs.LG 82%

High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss

Yucong Lin, Jinhua Su, Yuhang Li, Yuhao Wei, Hanchao Yan, Saining Zhang, Jiaan Luo, Danni Ai, Hong Song, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Feifei Wang, Jue Hou, Jian Yang

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

2210.17408 2022-11-01 eess.IV cs.CV cs.LG 82%

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation

Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Yang Xiang, Ting Ma

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

2210.15371 2022-10-28 eess.IV cs.CV cs.LG 82%

Meta-Learning Initializations for Interactive Medical Image Registration

Zachary M. C. Baum, Yipeng Hu, Dean Barratt

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

Comments 11 pages, 10 figures. Paper accepted to IEEE Transactions on Medical Imaging (October 26 2022)

2210.09403 2022-10-27 eess.IV cs.CV cs.LG 82%

A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging

Gargi Desai, Nelly Elsayed, Zag Elsayed, Murat Ozer

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

Comments 8 pages, 8 figures, under reviewing process

2210.13364 2022-10-25 eess.IV cs.CV cs.LG 82%

Large Batch and Patch Size Training for Medical Image Segmentation

Junya Sato, Shoji Kido

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

2210.11091 2022-10-21 eess.IV cs.CV cs.LG 82%

Standardized Medical Image Classification across Medical Disciplines

Simone Mayer, Dominik Müller, Frank Kramer

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

Comments https://frankkramer-lab.github.io/aucmedi/

2210.10439 2022-10-20 eess.IV cs.CV cs.LG 82%

A scan-specific unsupervised method for parallel MRI reconstruction via implicit neural representation

Ruimin Feng, Qing Wu, Yuyao Zhang, Hongjiang Wei

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

Comments conference

2210.08168 2022-10-18 eess.IV cs.CV cs.LG 82%

MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation

Tariq M. Khan, Muhammad Arsalan, Antonio Robles-Kelly, Erik Meijering

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

2210.08068 2022-10-18 eess.IV cs.CV cs.LG 82%

Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks

Ludovic Sibille, Xinrui Zhan, Lei Xiang

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

2209.13727 2022-10-18 eess.IV cs.CV cs.LG 82%

Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI

Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore Launer, Sudha Seshadri, Susan R. Heckbert, Mohamad Habes

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

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

1. 医学影像 22681 篇

CASS: Cross Architectural Self-Supervision for Medical Image Analysis

Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction

Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images

Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network

High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation

Meta-Learning Initializations for Interactive Medical Image Registration

A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging

Large Batch and Patch Size Training for Medical Image Segmentation

Standardized Medical Image Classification across Medical Disciplines

A scan-specific unsupervised method for parallel MRI reconstruction via implicit neural representation

MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation

Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks

Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI

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