医学 AI - arXivDaily 专题

2303.10401 2023-03-21 eess.IV cs.CV cs.LG 67%

Smart ROI Detection for Alzheimer's disease prediction using explainable AI

Atefe Aghaei, Mohsen Ebrahimi Moghaddam

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2210.13007 2023-03-08 cs.CV cs.LG eess.IV 67%

Iterative Patch Selection for High-Resolution Image Recognition

Benjamin Bergner, Christoph Lippert, Aravindh Mahendran

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Published as a conference paper at ICLR 2023

2302.12519 2023-02-27 physics.bio-ph cs.DC 67%

Computational Tools for Cardiac Simulation -- GPU-Parallel Multiphysics

Toby Simpson

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)

Comments PhD thesis

1304.2357 2023-01-26 cs.AI 67%

An Empirical Comparison of Three Inference Methods

David Heckerman

专题命中诊断辅助：pathology(abstract)；diagnosis(abstract)

Comments Appears in Proceedings of the Fourth Conference on Uncertainty in Artificial Intelligence (UAI1988). LaTex errors corrected in this version

2011.03772 2022-12-02 eess.IV cs.CV cs.LG 67%

Automated Grading System of Retinal Arterio-venous Crossing Patterns: A Deep Learning Approach Replicating Ophthalmologist's Diagnostic Process of Arteriolosclerosis

Liangzhi Li, Manisha Verma, Bowen Wang, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Accepted in PLOS Digital Health

2211.05633 2022-11-16 eess.IV cs.CV cs.LG 67%

Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights

Md Manjurul Ahsan, Tareque Abu Abdullah, Md Shahin Ali, Fatematuj Jahora, Md Khairul Islam, Amin G. Alhashim, Kishor Datta Gupta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments We have removed the picture of the children from Figure 1 as we found it not to be appropriate or necessarily important

2010.00127 2022-10-10 cs.CV cs.LG eess.IV 67%

Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs

Constantin Seibold, Jens Kleesiek, Heinz-Peter Schlemmer, Rainer Stiefelhagen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2209.04326 2022-09-12 eess.IV cs.CV cs.LG 67%

Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System

Xin Li, Yao Qiang, Chengyin Li, Sijia Liu, Dongxiao Zhu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 9 pages, 3 figures

Journal ref AdvML Frontiers workshop at 39th International Conference on Machine Learning (ICML), Baltimore, Maryland, USA, 2022

2105.14278 2022-09-07 cs.LG cs.CV eess.SP 67%

An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works

Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Gorriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.SP

Journal ref Computers in Biology and Medicine, 2022, 106053

2205.11515 2022-07-08 eess.IV cs.CV cs.LG 67%

Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net

Soham S. Sarpotdar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 8 pages, 7 figures, submitted in the IEEE Transactions on Neural Networks and Learning Systems(IEEE TNNLS)

2010.05759 2022-06-10 eess.IV cs.AI cs.CV cs.LG 67%

Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization

Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß

专题命中诊断辅助：medical image(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 49 pages, 13 figures, 18 pages appendix, accepted manuscript

Journal ref Neurocomputing 458 (2021), 141-156

2205.00581 2022-05-03 cs.CV cs.LG eess.IV 67%

Using a novel fractional-order gradient method for CNN back-propagation

Mundher Mohammed Taresh, Ningbo Zhu, Talal Ahmed Ali Ali, Mohammed Alghaili, Weihua Guo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 9 pages, 6 figuers

2107.00296 2022-05-02 eess.IV cs.CV cs.LG 67%

Explainable Diabetic Retinopathy Detection and Retinal Image Generation

Yuhao Niu, Lin Gu, Yitian Zhao, Feng Lu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Code is available at https://github.com/zzdyyy/Patho-GAN

2204.07942 2022-04-19 eess.IV cs.CV cs.LG 67%

Wound Severity Classification using Deep Neural Network

D. M. Anisuzzaman, Yash Patel, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 19 pages, 5 figures, 5 tables

2204.03654 2022-04-11 eess.IV cs.CV cs.LG 67%

Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder

Fangyu Zhang, Yanjie Wei, Jin Liu, Yanlin Wang, Wenhui Xi, Yi Pan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 15 pages, 11 figures

2012.04830 2022-04-05 eess.IV cs.CV cs.LG 67%

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

Xiaoqing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 26 pages, 13 figures

Journal ref Machine Intelligence Research,2022

1905.06312 2022-03-24 cs.CV cs.LG eess.IV 67%

BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading

Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Accepted at ICIP 2019

Journal ref 2019 IEEE International Conference on Image Processing (ICIP)

2203.11722 2022-03-23 eess.IV cs.CV cs.LG 67%

Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain

Rodrigo de Barros Vimieiro, Chuang Niu, Hongming Shan, Lucas Rodrigues Borges, Ge Wang, Marcelo Andrade da Costa Vieira

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 12 pages, 9 figures

2108.09711 2022-03-10 eess.IV cs.CV cs.LG 67%

FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathy

Liangrui Pan, Boya Ji, Peng Xi, Xiaoqi Wang, Mitchai Chongcheawchamnan, Shaoliang Peng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments The article has been significantly revised

2203.03618 2022-03-09 eess.IV cs.CV cs.LG 67%

Mammograms Classification: A Review

Marawan Elbatel

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2202.04645 2022-03-01 eess.IV cs.AI cs.CV cs.LG 67%

FCM-DNN: diagnosing coronary artery disease by deep accuracy Fuzzy C-Means clustering model

Javad Hassannataj Joloudari, Hamid Saadatfar, Mohammad GhasemiGol, Roohallah Alizadehsani, Zahra Alizadeh Sani, Fereshteh Hasanzadeh, Edris Hassannataj, Danial Sharifrazi, Zulkefli Mansor

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 27 pages, 13 figures

2202.12347 2022-02-28 stat.ME 67%

Multiple multi-sample testing under arbitrary covariance dependency

Vladimir Vutov, Thorsten Dickhaus

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2202.10945 2022-02-23 cs.LG cs.CV eess.IV 67%

Subtyping brain diseases from imaging data

Junhao Wen, Erdem Varol, Zhijian Yang, Gyujoon Hwang, Dominique Dwyer, Anahita Fathi Kazerooni, Paris Alexandros Lalousis, Christos Davatzikos

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2111.08986 2022-02-16 physics.optics 67%

Plasmon Coupling Induced Photon Scattering Torque

Yang Li, Jing Wang, Hai-Qing Lin, Lei Shao

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2202.04073 2022-02-10 eess.IV cs.CV cs.LG 67%

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms

Jiwoong J. Jeong, Brianna L. Vey, Ananth Reddy, Thomas Kim, Thiago Santos, Ramon Correa, Raman Dutt, Marina Mosunjac, Gabriela Oprea-Ilies, Geoffrey Smith, Minjae Woo, Christopher R. McAdams, Mary S. Newell, Imon Banerjee, Judy Gichoya, Hari Trivedi

专题命中诊断辅助：medical AI(abstract)；分类 cs.CV、cs.LG、eess.IV

2202.03938 2022-02-09 physics.med-ph stat.ME 67%

A Unique Cardiac Electrophysiological 3D Model

Cristina Rueda, Alejandro Rodríguez-Collado, Itziar Fernández, Christian Canedo, María Dolores Ugarte, Yolanda Larriba

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2201.11864 2022-01-31 eess.IV cs.CV cs.LG 67%

Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features

William Franz Lamberti

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2105.14071 2022-01-28 eess.IV cs.CV cs.LG 67%

Classification of Brain Tumours in MR Images using Deep Spatiospatial Models

Soumick Chatterjee, Faraz Ahmed Nizamani, Andreas Nürnberger, Oliver Speck

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref Sci Rep 12, 1505 (2022)

2201.07231 2022-01-20 eess.IV cs.AI cs.CV cs.LG physics.med-ph 67%

AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review

Swathi Prabhua, Keerthana Prasada, Antonio Robels-Kelly, Xuequan Lu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments accepted to Computers in Biology and Medicine

2201.04370 2022-01-13 eess.IV cs.CV cs.LG 67%

Predicting Alzheimer's Disease Using 3DMgNet

Yelu Gao, Huang Huang, Lian Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

1. 诊断辅助 8250 篇

Smart ROI Detection for Alzheimer's disease prediction using explainable AI

Iterative Patch Selection for High-Resolution Image Recognition

Computational Tools for Cardiac Simulation -- GPU-Parallel Multiphysics

An Empirical Comparison of Three Inference Methods

Automated Grading System of Retinal Arterio-venous Crossing Patterns: A Deep Learning Approach Replicating Ophthalmologist's Diagnostic Process of Arteriolosclerosis

Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights

Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs

Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System

An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works

Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net

Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization

Using a novel fractional-order gradient method for CNN back-propagation

Explainable Diabetic Retinopathy Detection and Retinal Image Generation

Wound Severity Classification using Deep Neural Network

Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading

Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain

FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathy

Mammograms Classification: A Review

FCM-DNN: diagnosing coronary artery disease by deep accuracy Fuzzy C-Means clustering model

Multiple multi-sample testing under arbitrary covariance dependency

Subtyping brain diseases from imaging data

Plasmon Coupling Induced Photon Scattering Torque

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms

A Unique Cardiac Electrophysiological 3D Model

Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features

Classification of Brain Tumours in MR Images using Deep Spatiospatial Models

AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review

Predicting Alzheimer's Disease Using 3DMgNet