医学 AI - arXivDaily 专题

2112.01148 2022-04-15 cs.CV cs.AI 85%

FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao

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

Comments Accepted by CVPR 2022

2203.06824 2022-04-12 physics.med-ph eess.IV 85%

Low-dose CT reconstruction by self-supervised learning in the projection domain

Long Zhou, Xiaozhuang Wang, Min Hou, Ping Li, Chunlong Fu, Yanjun Ren, Tingting Shao, Xi Hu, Jihong Sun, Hongwei Ye

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

2106.10887 2022-02-04 cs.CV 85%

Trust It or Not: Confidence-Guided Automatic Radiology Report Generation

Yixin Wang, Zihao Lin, Zhe Xu, Haoyu Dong, Jiang Tian, Jie Luo, Zhongchao Shi, Yang Zhang, Jianping Fan, Zhiqiang He

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

Comments 12 pages

2102.03336 2021-11-03 cs.LG 85%

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

Jie Yuan, Xuming Ran, Keyin Liu, Chen Yao, Yi Yao, Haiyan Wu, Quanying Liu

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

2110.09260 2021-10-19 cs.CV 85%

A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data

Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng

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

Comments Published in IEEE TRANSACTIONS ON MEDICAL IMAGING

2106.09157 2021-09-30 cs.CV 85%

Positional Contrastive Learning for Volumetric Medical Image Segmentation

Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi

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

Comments 8 pages, conference

2011.11242 2021-09-13 eess.IV 85%

Unsupervised domain adaptation based COVID-19 CT infection segmentation network

Han Chen, Yifan Jiang, Murray Loew, Hanseok Ko

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

Journal ref Appl Intell (2021)

2108.05067 2021-08-19 cs.CV cs.CL 85%

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning

Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui

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

Comments Accepted by IEEE Transactions on Neural Networks and Learning Systems

2108.00622 2021-08-05 cs.CV 85%

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie

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

Comments Accepted ICCV 2021

2105.12924 2021-06-15 cs.CV 85%

Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation

Jinxi Xiang, Zhuowei Li, Wenji Wang, Qing Xia, Shaoting Zhang

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

2104.08824 2021-06-14 eess.IV 85%

XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI

Yirong Zhou, Chen Qian, Yi Guo, Zi Wang, Jian Wang, Biao Qu, Di Guo, Yongfu You, Xiaobo Qu

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

2105.14314 2021-06-10 cs.CV 85%

Automatic CT Segmentation from Bounding Box Annotations using Convolutional Neural Networks

Yuanpeng Liu, Qinglei Hui, Zhiyi Peng, Shaolin Gong, Dexing Kong

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

2104.13633 2021-04-29 cs.CV cs.AI 85%

Medical Transformer: Universal Brain Encoder for 3D MRI Analysis

Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk

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

Comments 9 pages

2104.10447 2021-04-22 cs.CV 85%

A Meta-Learning Approach for Medical Image Registration

Heejung Park, Gyeong Min Lee, Soopil Kim, Ga Hyung Ryu, Areum Jeong, Sang Hyun Park, Min Sagong

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

2104.07502 2021-04-16 eess.IV 85%

Multi-compartment diffusion MRI, T2 relaxometry and myelin water imaging as neuroimaging descriptors for anomalous tissue detection

Elda Fischi-Gomez, Jonathan Rafael-Patino, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Tobias Kober, Erick J. Canales-Rodriguez, Jean-Philippe Thiran

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

Comments Accepted at ISBI2021

2103.15152 2021-03-30 cs.CV 85%

Image Processing Techniques for identifying tumors in an MRI image

Jacob John

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

Comments 6 pages

2010.10763 2021-03-22 cs.CV cs.AI 85%

Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets

Joseph N Stember, Hrithwik Shalu

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

2103.00885 2021-03-02 cs.CV 85%

Deep learning based geometric registration for medical images: How accurate can we get without visual features?

Lasse Hansen, Mattias P. Heinrich

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

Comments accepted at IPMI 2021

2011.09608 2020-11-20 cs.CV cs.AI 85%

Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation

Soopil Kim, Sion An, Philip Chikontwe, Sang Hyun Park

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

Comments Submitted to AAAI21

2010.00958 2020-10-12 eess.IV 85%

Identification of images of COVID-19 from Chest Computed Tomography (CT) images using Deep learning: Comparing COGNEX VisionPro Deep Learning 1.0 Software with Open Source Convolutional Neural Networks

Arjun Sarkar, Joerg Vandenhirtz, Jozsef Nagy, David Bacsa, Mitchell Riley

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

Comments 21 pages, 20 figures, 6 tables. arXiv admin note: substantial text overlap with arXiv:2008.00597

2007.09886 2020-10-08 cs.CV 85%

Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation

Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert

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

Comments ECCV2020

2009.06115 2020-09-15 cs.CV 85%

Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation

Apurva Pandya, Catherine Samuel, Nisargkumar Patel, Vaibhavkumar Patel, Thangarajah Akilan

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

1901.09203 2020-06-05 cs.LG stat.ML 85%

ACNN: a Full Resolution DCNN for Medical Image Segmentation

Xiao-Yun Zhou, Jian-Qing Zheng, Peichao Li, Guang-Zhong Yang

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

Comments 7 pages, 2 tables, 6 figures

1902.11131 2020-01-28 cs.CV cs.DC 85%

Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans

Shadman Sakib, Md. Abu Bakr Siddique

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

Comments 4 Pages, 2 Tables

1912.03383 2019-12-10 cs.CV 85%

Deep Distance Transform for Tubular Structure Segmentation in CT Scans

Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille

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

1902.00369 2019-11-22 cs.CV cs.NA math.NA 85%

Medical Image Super-Resolution Using a Generative Adversarial Network

Yongpei Zhu, Xuesheng Zhang, Kehong Yuan

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

Comments 5 pages,2 figures

1810.02492 2019-10-29 cs.CV 85%

Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer

Ashnil Kumar, Michael Fulham, Dagan Feng, Jinman Kim

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

Comments Source code is available from https://github.com/ashnilkumar/colearn . The paper has been accepted for publication in IEEE Transactions on Medical Imaging. The final published version of the manuscript can be accessed from the IEEE. The paper contains 21 pages (14 main paper, 7 supplementary), 16 images (8 main paper, 8 supplementary), and 3 tables

1806.10170 2019-10-15 cs.CV 85%

Detection of Alzheimers Disease from MRI using Convolutional Neural Network with Tensorflow

Gururaj Awate, Sunil Bangare, G Pradeepini, S Patil

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

Comments New version with more accurate information is available at: arXiv:1901.10231

Journal ref IEEE Xplore 2018

1909.05484 2019-09-13 eess.IV 85%

A Generalized Network for MRI Intensity Normalization

A. Simkó, T. Löfstedt, A. Garpebring, T. Nyholm, J. Jonsson

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

Comments MIDL 2019 [arXiv:1907.08612]

1811.11814 2019-09-13 cs.CV 85%

Phase Collaborative Network for Two-Phase Medical Image Segmentation

Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yan-Feng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille

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

1. 医学影像 22615 篇

FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

Low-dose CT reconstruction by self-supervised learning in the projection domain

Trust It or Not: Confidence-Guided Automatic Radiology Report Generation

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data

Positional Contrastive Learning for Volumetric Medical Image Segmentation

Unsupervised domain adaptation based COVID-19 CT infection segmentation network

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation

XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI

Automatic CT Segmentation from Bounding Box Annotations using Convolutional Neural Networks

Medical Transformer: Universal Brain Encoder for 3D MRI Analysis

A Meta-Learning Approach for Medical Image Registration

Multi-compartment diffusion MRI, T2 relaxometry and myelin water imaging as neuroimaging descriptors for anomalous tissue detection

Image Processing Techniques for identifying tumors in an MRI image

Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets

Deep learning based geometric registration for medical images: How accurate can we get without visual features?

Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation

Identification of images of COVID-19 from Chest Computed Tomography (CT) images using Deep learning: Comparing COGNEX VisionPro Deep Learning 1.0 Software with Open Source Convolutional Neural Networks

Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation

Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation

ACNN: a Full Resolution DCNN for Medical Image Segmentation

Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans

Deep Distance Transform for Tubular Structure Segmentation in CT Scans

Medical Image Super-Resolution Using a Generative Adversarial Network

Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer

Detection of Alzheimers Disease from MRI using Convolutional Neural Network with Tensorflow

A Generalized Network for MRI Intensity Normalization

Phase Collaborative Network for Two-Phase Medical Image Segmentation