医学 AI - arXivDaily 专题

1907.01515 2019-07-03 eess.SP cs.IR cs.LG cs.NE stat.ML 62%

Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version)

Yasith Jayawardana, Mark Jaime, Sashi Thapaliya, Sampath Jayarathna

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

1907.00028 2019-07-02 eess.IV cs.CV 62%

Classification of glomerular hypercellularity using convolutional features and support vector machine

Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Duarte, Michele Angelo, Washington LC dos-Santos, Luciano Oliveira

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

Comments 26 pages

1805.00063 2019-06-10 cs.LG cs.CL cs.CV stat.ML 62%

Adversarial Semantic Alignment for Improved Image Captions

Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Tom Sercu

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

Comments Authors Equal Contribution, CVPR 2019

1905.12005 2019-05-30 cs.CV eess.IV 62%

Texture CNN for Histopathological Image Classification

Jonathan de Matos, Alceu de S. Britto, Luiz E. S. de Oliveira, Alessandro L. Koerich

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

1905.07446 2019-05-21 cs.CV cs.AI cs.LG stat.ML 62%

Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia

Azin Asgarian, Shun Zhao, Ahmed B. Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati

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

Comments Face and Gesture Analysis for Health Informatics (FGAHI) Workshop at CVPR 2019

1811.02662 2019-05-03 cs.CV cs.LG stat.ML 62%

Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis

Guixiang Ma, Nesreen K. Ahmed, Ted Willke, Dipanjan Sengupta, Michael W. Cole, Nicholas B. Turk-Browne, Philip S. Yu

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

1712.08107 2019-04-26 cs.LG cs.CV stat.ML 62%

A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading

Jordi de la Torre, Aida Valls, Domenec Puig

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

Comments Submitted to Elsevier

1812.00964 2019-04-10 cs.CV cs.LG 62%

Context Encoding Chest X-rays

Davide Belli, Shi Hu, Ecem Sogancioglu, Bram van Ginneken

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

Comments 11 pages, 8 figures; fixed sentence in abstract, updated title

1904.02217 2019-04-05 cs.LG cs.CV physics.app-ph stat.ML 62%

Decomposing Temperature Time Series with Non-Negative Matrix Factorization

Peter Weiderer, Ana Maria Tomé, Elmar Wolfgang Lang

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

1712.01833 2019-03-26 cs.CV cs.LG 62%

Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks

Sihao Ding, Andreas Wallin

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

Comments Under consideration for Pattern Recognition Letters, 11 pages

Journal ref Pattern Recognition Letters, vol. 122, pp. 66-72, 1 May 2019

1807.00431 2019-03-05 cs.CV cs.LG stat.ML 62%

Confounding variables can degrade generalization performance of radiological deep learning models

John R. Zech, Marcus A. Badgeley, Manway Liu, Anthony B. Costa, Joseph J. Titano, Eric K. Oermann

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

Journal ref PLoS Med 15(11):e1002683 (2019)

1811.02659 2019-02-21 cs.CV cs.LG stat.ML 62%

Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients

Perikumar Javia, Aman Rana, Nathan Shapiro, Pratik Shah

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

Comments Accepted for publication at 2018 IEEE International Conference on Machine Learning and Applications (IEEE ICMLA)

1902.04147 2019-02-13 cs.CV cs.AI cs.LG 62%

Synthesizing New Retinal Symptom Images by Multiple Generative Models

Yi-Chieh Liu, Hao-Hsiang Yang, Chao-Han Huck Yang, Jia-Hong Huang, Meng Tian, Hiromasa Morikawa, Yi-Chang James Tsai, Jesper Tegner

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

Journal ref AI for Retinal Image Analysis Workshop ACCV 2018

1812.06613 2018-12-18 cs.SD cs.CV cs.LG eess.AS 62%

Voiceprint recognition of Parkinson patients based on deep learning

Zhijing Xu, Juan Wang, Ying Zhang, Xiangjian He

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

Comments 10 pages,4 figures

1812.00883 2018-12-04 cs.CV cs.LG stat.ML 62%

Relation Networks for Optic Disc and Fovea Localization in Retinal Images

Sudharshan Chandra Babu, Shishira R Maiya, Sivasankar Elango

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

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018

1810.01865 2018-11-08 cs.LG eess.SP stat.ML 62%

Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection

Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini

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

1710.05719 2018-09-10 cs.CV cs.LG 62%

Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks

Aryan Mobiny, Supratik Moulik, Hien Van Nguyen

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

1807.11228 2018-07-31 cs.LG cs.CV stat.ML 62%

Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging

Yaroslav Shmulev, Mikhail Belyaev

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

1807.02608 2018-07-10 cs.LG cs.CV stat.ML 62%

Synthetic Sampling for Multi-Class Malignancy Prediction

Matthew Yung, Eli T. Brown, Alexander Rasin, Jacob D. Furst, Daniela S. Raicu

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

Comments 5 pages, 3 figures, 4 Tables, KDD MLMH'18 Workshop

1703.07047 2018-06-29 cs.CV cs.LG stat.ML 62%

High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks

Krzysztof J. Geras, Stacey Wolfson, Yiqiu Shen, Nan Wu, S. Gene Kim, Eric Kim, Laura Heacock, Ujas Parikh, Linda Moy, Kyunghyun Cho

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

1703.08774 2018-01-08 cs.LG cs.CV 62%

Who Said What: Modeling Individual Labelers Improves Classification

Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton

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

Comments AAAI 2018

1712.10164 2018-01-01 eess.IV cs.CV 62%

Polyp detection inside the capsule endoscopy: an approach for power consumption reduction

Mohammad Amin Khorsandi, Nader Karimi, Shadrokh Samavi

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

1705.09193 2017-05-26 cs.CV cs.LG 62%

Classification of Quantitative Light-Induced Fluorescence Images Using Convolutional Neural Network

Sultan Imangaliyev, Monique H. van der Veen, Catherine M. C. Volgenant, Bruno G. Loos, Bart J. F. Keijser, Wim Crielaard, Evgeni Levin

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

Comments Full version of ICANN 2017 submission

1703.09470 2017-03-29 cs.CV cs.LG 62%

Learned Spectral Super-Resolution

Silvano Galliani, Charis Lanaras, Dimitrios Marmanis, Emmanuel Baltsavias, Konrad Schindler

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

Comments Submitted to ICCV 2017 (10 pages, 8 figures)

1612.04891 2016-12-16 stat.ML cs.CV cs.LG 62%

Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration

Cecilia S. Lee, Doug M. Baughman, Aaron Y. Lee

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

Comments 4 Figures, 1 Table

1508.04554 2016-11-15 cs.LG cs.CV cs.CY stat.AP stat.ML 62%

Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification

Bokai Cao, Xiangnan Kong, Jingyuan Zhang, Philip S. Yu, Ann B. Ragin

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

Comments in Proceedings of IEEE International Conference on Data Mining (ICDM) 2015

1603.04833 2016-03-16 cs.LG cs.CV stat.ML 62%

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images

Debapriya Maji, Anirban Santara, Pabitra Mitra, Debdoot Sheet

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

1505.03932 2015-05-18 cs.CV cs.CE cs.LG 62%

Using Ensemble Models in the Histological Examination of Tissue Abnormalities

Giancarlo Crocetti, Michael Coakley, Phil Dressner, Wanda Kellum, Tamba Lamin

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

Comments 4 pages, 4 tables, 3 figures. Proceedings of 12th Annual Research Day, 2014 - Pace University

1110.0214 2011-10-04 cs.LG cs.AI cs.CV cs.NE 62%

Eclectic Extraction of Propositional Rules from Neural Networks

Ridwan Al Iqbal

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

Comments ICCIT 2011, Dhaka, Bangladesh

cs/0212035 2009-11-30 cs.LG cs.CV 62%

Exploiting Context When Learning to Classify

Peter D. Turney

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

Comments 6 pages

Journal ref Proceedings of the European Conference on Machine Learning, Vienna, Austria, (1993), 402-407

1. 诊断辅助 8264 篇

Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version)

Classification of glomerular hypercellularity using convolutional features and support vector machine

Adversarial Semantic Alignment for Improved Image Captions

Texture CNN for Histopathological Image Classification

Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia

Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis

A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading

Context Encoding Chest X-rays

Decomposing Temperature Time Series with Non-Negative Matrix Factorization

Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks

Confounding variables can degrade generalization performance of radiological deep learning models

Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients

Synthesizing New Retinal Symptom Images by Multiple Generative Models

Voiceprint recognition of Parkinson patients based on deep learning

Relation Networks for Optic Disc and Fovea Localization in Retinal Images

Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection

Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks

Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging

Synthetic Sampling for Multi-Class Malignancy Prediction

High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks

Who Said What: Modeling Individual Labelers Improves Classification

Polyp detection inside the capsule endoscopy: an approach for power consumption reduction

Classification of Quantitative Light-Induced Fluorescence Images Using Convolutional Neural Network

Learned Spectral Super-Resolution

Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration

Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images

Using Ensemble Models in the Histological Examination of Tissue Abnormalities

Eclectic Extraction of Propositional Rules from Neural Networks

Exploiting Context When Learning to Classify