医学 AI - arXivDaily 专题

2107.08767 2021-07-20 eess.IV cs.CV 81%

Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units

Woo-Jeoung Nam, Seong-Whan Lee

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

Comments 12 pages, 6 figures

2105.06270 2021-05-14 cs.LG cs.RO eess.SP 81%

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG

Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan'an Wang, Yan-Jie Zhou, Sheng Chen, Zhijie Fang, Shuyun Huang, Zeng-Guang Hou

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

Comments This paper has been accepted by 2021 International Conference on Robotics and Automation (ICRA 2021)

2012.07655 2021-05-04 cs.CV cs.LG cs.SD eess.AS 81%

Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review

Walid Hariri, Ali Narin

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

2104.13797 2021-04-29 eess.IV cs.CV 81%

Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis

Dejan Stepec, Danijel Skocaj

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

Comments MICCAI 2020 SASHIMI workshop

2104.01137 2021-04-05 cs.CV cs.LG 81%

Developing a New Autism Diagnosis Process Based on a Hybrid Deep Learning Architecture Through Analyzing Home Videos

Spencer He, Ryan Liu

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

Comments 11 pages, 3 figures, 4 tables Accepted by International Conference on Artificial Intelligence and Machine Learning for Healthcare Applications (ICAIMLHA 2021)

2101.07209 2021-01-21 cs.CV cs.LG 81%

Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis

Luis A. de Souza, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa

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

2101.06040 2021-01-18 cs.CV cs.LG 81%

Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks

Patrick Brandao, Odysseas Zisimopoulos, Evangelos Mazomenos, Gastone Ciuti, Jorge Bernal, Marco Visentini-Scarzanella, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, David J Hawkes, Danail Stoyanov

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

Comments 10 pages, 6 figures

Journal ref Journal of Medical Robotics Research, Volume 03, No. 02, 1840002 (2018) G

2101.05631 2021-01-15 cs.LG eess.IV 81%

Parkinson's Disease Diagnosis Using Deep Learning

Mohamad Alissa

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

Comments Master Research Project

2101.05326 2021-01-15 eess.IV cs.CV 81%

Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision

William Adorno, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown

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

Comments This paper contains 12 pages, 9 figures, and 7 tables

2101.00318 2021-01-12 cs.CV cs.AI cs.LG 81%

Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis

Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

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

Comments Accepted to AAAI 2021

2012.14690 2021-01-01 cs.CV cs.LG 81%

COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography

Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson

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

1907.11649 2021-01-01 eess.SP cs.LG 81%

HeartFit: An Accurate Platform for Heart Murmur Diagnosis Utilizing Deep Learning

Ankit Gupta, George Tang, Sylesh Suresh

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

Comments Paper stemmed from invalid, not even completed project and was drafted by first author only. Project was never meant to submitted to arxiv but first author, who had minimal contribution did so anyways. The other authors (George, Sylesh) are appalled at this. Please do not use this paper/project as a reference. Thank you very much

2012.11587 2020-12-22 cs.CV cs.AI cs.CL cs.LG 81%

Object-Centric Diagnosis of Visual Reasoning

Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan

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

2012.05492 2020-12-11 eess.SP cs.LG 81%

Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers

Jeremy Levy, Daniel Alvarez, Felix del Campo, Joachim A. Behar

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

Comments 34 pages, 9 figures

2012.05350 2020-12-11 cs.CV eess.IV 81%

Automatic Diagnosis of Malaria from Thin Blood Smear Images using Deep Convolutional Neural Network with Multi-Resolution Feature Fusion

Tanvir Mahmud, Shaikh Anowarul Fattah

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

Comments 9 Pages, 10 Figures, This Manuscript is under review in Expert Systems

2011.12107 2020-11-25 eess.SP cs.LG 81%

EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network

Neeraj Wagh, Yogatheesan Varatharajah

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

Comments Accepted for publication (with an oral spotlight) at ML4H Workshop, NeurIPS 2020

2011.05790 2020-11-12 eess.IV cs.LG 81%

Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends

Naira Elazab, Hassan Soliman, Shaker El-Sappagh, S. M. Riazul Islam, Mohammed Elmogy

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

Comments 26 Pages, 5 figures, 4 tables

Journal ref Mathematics 2020, 8(11), 1863

2009.10141 2020-11-10 eess.IV cs.CV 81%

CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray Images

Ali Al-Bawi, Karrar Ali Al-Kaabi, Mohammed Jeryo, Ahmad Al-Fatlawi

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

Comments 12 pages, 5 figures

2011.00940 2020-11-03 eess.IV cs.CV 81%

Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey

Dan Zhao, Guizhi Xu, Zhenghua XU, Thomas Lukasiewicz, Minmin Xue, Zhigang Fu

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

2010.14091 2020-10-28 eess.IV cs.CV 81%

Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray

Jianjia Zhang

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

2010.06224 2020-10-26 eess.IV cs.CV 81%

Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis

Shixiang Feng, Beibei Liu, Ya Zhang, Xiaoyun Zhang, Yuehua Li

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

Comments submitted to TMI

2010.10328 2020-10-21 cs.LG eess.SP 81%

Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram

Dongdong Zhang, Xiaohui Yuan, Ping Zhang

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

Comments 8 pages, 7 figures

2010.06499 2020-10-14 cs.CV eess.IV 81%

LASSR: Effective Super-Resolution Method for Plant Disease Diagnosis

Quan Huu Cap, Hiroki Tani, Hiroyuki Uga, Satoshi Kagiwada, Hitoshi Iyatomi

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

2009.02316 2020-09-07 cs.LG eess.IV stat.ML 81%

Proposing a two-step Decision Support System (TPIS) based on Stacked ensemble classifier for early and low cost (step-1) and final (step-2) differential diagnosis of Mycobacterium Tuberculosis from non-tuberculosis Pneumonia

Toktam Khatibi, Ali Farahani, Hossein Sarmadian

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

Comments 24 pages, 7 figures

2008.08118 2020-08-20 eess.SP cs.LG 81%

Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis

Mohammad-Parsa Hosseini, Cecilia Hemingway, Jerard Madamba, Alexander McKee, Natalie Ploof, Jennifer Schuman, Elliot Voss

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

2002.07605 2020-08-18 eess.SP cs.LG stat.ML 81%

A comprehensive review on convolutional neural network in machine fault diagnosis

Jinyang Jiao, Ming Zhao, Jing Lin, Kaixuan Liang

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

2008.03071 2020-08-10 cs.CV cs.LG 81%

Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis

Masoumeh Zareapoor, Pourya Shamsolmoali, Jie Yang

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

2008.02890 2020-08-10 cs.CV cs.LG 81%

Diagnosis of Autism in Children using Facial Analysis and Deep Learning

Madison Beary, Alex Hadsell, Ryan Messersmith, Mohammad-Parsa Hosseini

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

2008.00148 2020-08-04 eess.IV cs.CV 81%

Diabetic Retinopathy Diagnosis based on Convolutional Neural Network

Mohammed hamzah abed, Lamia Abed Noor Muhammed, Sarah Hussein Toman

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

Comments 8 pages

2007.14994 2020-07-31 cs.CV cs.LG 81%

Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification

Santiago Toledo-Cortés, Melissa De La Pava, Oscar Perdómo, Fabio A. González

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

1. 诊断辅助 8209 篇

Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG

Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review

Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis

Developing a New Autism Diagnosis Process Based on a Hybrid Deep Learning Architecture Through Analyzing Home Videos

Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis

Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks

Parkinson's Disease Diagnosis Using Deep Learning

Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision

Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis

COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography

HeartFit: An Accurate Platform for Heart Murmur Diagnosis Utilizing Deep Learning

Object-Centric Diagnosis of Visual Reasoning

Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers

Automatic Diagnosis of Malaria from Thin Blood Smear Images using Deep Convolutional Neural Network with Multi-Resolution Feature Fusion

EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network

Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends

CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray Images

Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey

Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray

Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis

Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram

LASSR: Effective Super-Resolution Method for Plant Disease Diagnosis

Proposing a two-step Decision Support System (TPIS) based on Stacked ensemble classifier for early and low cost (step-1) and final (step-2) differential diagnosis of Mycobacterium Tuberculosis from non-tuberculosis Pneumonia

Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis

A comprehensive review on convolutional neural network in machine fault diagnosis

Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis

Diagnosis of Autism in Children using Facial Analysis and Deep Learning

Diabetic Retinopathy Diagnosis based on Convolutional Neural Network

Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification