医学 AI - arXivDaily 专题

2003.09699 2020-03-24 eess.SP cs.HC cs.LG 62%

RF Sensing for Continuous Monitoring of Human Activities for Home Consumer Applications

Moeness G. Amin, Arun Ravisankar, Ronny G. Guendel

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

Comments 12 pages

Journal ref Big Data: Learning, Analytics, and Applications, International Society for Optics and Photonics. SPIE, vol. 10989, (2019), pp. 33-44

1910.11497 2020-03-19 cs.CV eess.IV 62%

Toward an Automatic System for Computer-Aided Assessment in Facial Palsy

Diego L. Guarin, Yana Yunusova, Babak Taati, Joseph R Dusseldorp, Suresh Mohan, Joana Tavares, Martinus M. van Veen, Emily Fortier, Tessa A. Hadlock, Nate Jowett

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

Comments 21 pages, 4 figures, 1 table

2001.09740 2020-01-28 cs.CY cs.LG eess.SP stat.ML 62%

Classification of human activity recognition using smartphones

Hoda Sedighi

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

2001.06282 2020-01-20 eess.SP cs.LG stat.ML 62%

Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models

Tennison Liu, Nhan Duy Truong, Armin Nikpour, Luping Zhou, Omid Kavehei

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

Comments 9 pages, 4 figures, 3 tables

1909.05393 2020-01-08 cs.CV cs.AI cs.ET cs.LG cs.SY eess.SY 62%

Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices

Tiancheng Xia, Richard Jiang, YongQing Fu, Nanlin Jin

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

Journal ref Proceeding of 2019 3rd International Conference on Artificial Intelligence Applications and Technologies (AIAAT 2019)

1912.05240 2019-12-12 eess.IV cs.CV 62%

Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation

Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas Maier

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

Comments Accepted at BVM 2020

1912.01096 2019-12-10 cs.LG eess.SP stat.ML 62%

Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders

Shen Zhang, Fei Ye, Bingnan Wang, Thomas G. Habetler

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

1906.09358 2019-12-09 cs.LG eess.SP stat.ML 62%

Detection of Myocardial Infarction Based on Novel Deep Transfer Learning Methods for Urban Healthcare in Smart Cities

Ahmed Alghamdi, Mohamed Hammad, Hassan Ugail, Asmaa Abdel-Raheem, Khan Muhammad, Hany S. Khalifa, Ahmed A. Abd El-Latif

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

1912.00003 2019-12-03 eess.IV cs.LG stat.ML 62%

A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients

David Zimmerer, Jens Petersen, Simon A. A. Kohl, Klaus H. Maier-Hein

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

1911.06616 2019-12-03 eess.IV cs.LG stat.ML 62%

Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images

Susanne Kimeswenger, Elisabeth Rumetshofer, Markus Hofmarcher, Philipp Tschandl, Harald Kittler, Sepp Hochreiter, Wolfram Hötzenecker, Günter Klambauer

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

Comments Machine Learning for Health (ML4H) at NeurIPS 2019

1911.06813 2019-11-19 eess.IV cs.LG stat.ML 62%

Transfer Learning of fMRI Dynamics

Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Zening Fu, Sergey Plis

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

Comments Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract

1910.12399 2019-10-29 eess.IV cs.CV 62%

Portable system for the prediction of anemia based on the ocular conjunctiva using Artificial Intelligence

Bryan Saldivar-Espinoza, Dennis Núñez-Fernández, Franklin Porras-Barrientos, Alicia Alva-Mantari, Lisa Suzanne Leslie, Mirko Zimic

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

Comments LatinX in AI Research at NeurIPS 2019

1910.12010 2019-10-29 eess.IV cs.CV 62%

Dense Dilated Network with Probability Regularized Walk for Vessel Detection

Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu

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

1910.09170 2019-10-22 cs.LG cs.CV stat.ML 62%

Mining GOLD Samples for Conditional GANs

Sangwoo Mo, Chiheon Kim, Sungwoong Kim, Minsu Cho, Jinwoo Shin

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

Comments NeurIPS 2019

1910.08697 2019-10-22 eess.IV cs.LG stat.ML 62%

Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy

Chenfei Shi, Yan Xue, Chuan Jiang, Hui Tian, Bei Liu

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

1910.05626 2019-10-15 eess.SP cs.LG stat.ML 62%

Isolation and Localization of Unknown Faults Using Neural Network-Based Residuals

Daniel Jung

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

Comments 8 pages, 7 figures, If citing this paper please use: In: Proceedings of the Annual Conference of the PHM Society, Scottsdale, Arizona, USA (2019)

1909.13101 2019-10-01 eess.IV cs.CV 62%

Plasmodium Detection Using Simple CNN and Clustered GLCM Features

Julisa Bana Abraham

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

Comments 5 Pages, 11 figures

1909.06763 2019-09-17 eess.IV cs.CV 62%

Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator

Hongxiang Lin, Matteo Figini, Ryutaro Tanno, Stefano B. Blumberg, Enrico Kaden, Godwin Ogbole, Biobele J. Brown, Felice D'Arco, David W. Carmichael, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander

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

1909.04202 2019-09-11 cs.LG eess.SP stat.ML 62%

Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults

Baihong Jin, Yingshui Tan, Yuxin Chen, Alberto Sangiovanni-Vincentelli

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

1811.07999 2019-09-10 cs.CV cs.LG stat.ML 62%

Synthetic Lung Nodule 3D Image Generation Using Autoencoders

Steve Kommrusch, Louis-Noël Pouchet

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

Comments 19 pages, 12 figures, full paper for work initially presented at IJCAI 2018

1809.04120 2019-08-27 cs.CV cs.CY cs.LG 62%

Humans can decipher adversarial images

Zhenglong Zhou, Chaz Firestone

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

Comments 14 pages, 4 figures

Journal ref Nature Communications, 10, 1334 (2019)

1902.09856 2019-08-23 cs.CV cs.LG 62%

Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images

Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh

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

Comments 9 pages, 7 figures, accepted to CIKM 2019 (acceptance rate: 19%)

1906.02846 2019-08-21 cs.LG eess.IV stat.ML 62%

Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

Yiqiu Shen, Nan Wu, Jason Phang, Jungkyu Park, Gene Kim, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras

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

Comments Accepted to MLMI 2019

1902.01426 2019-08-21 eess.SP cs.LG stat.ML 62%

Dictionary learning approach to monitoring of wind turbine drivetrain bearings

Sergio Martin-del-Campo, Fredrik Sandin, Daniel Strömbergsson

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

Comments 22 pages, 10 figures, preprint

1908.06137 2019-08-20 physics.med-ph cs.LG eess.SP 62%

Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis

Joelle Feijó de França, Hugo Abreu Mendes, Lucas Gallindo Costa, Andrea Tavares Dantas, Angela Luzia Branco Pinto Duarte, Anderson Stevens Leônidas Gomes, Emery Cleiton Cabral Correia Lins

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

Comments 9 pages, 5 figures, 1 table

1908.02170 2019-08-07 cs.CY cs.LG eess.IV 62%

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization

Dennis Banga, Peter Waiganjo

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

1905.13607 2019-07-30 cs.CV cs.AI cs.GR cs.LG cs.NE 62%

3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework using Fully 3D Convolutional Neural Networks

Gary Storey, Richard Jiang, Shelagh Keogh, Ahmed Bouridane, Chang-Tsun Li

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

Journal ref IEEE Access 2019

1907.09236 2019-07-23 cs.CV cs.LG 62%

RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques

Isaac Ronald Ward, Hamid Laga, Mohammed Bennamoun

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

Comments Chapter in the book 'RGB-D Image Analysis and Processing' (Paul Rosin)

1907.06955 2019-07-17 cs.CV cs.LG 62%

Fused Detection of Retinal Biomarkers in OCT Volumes

Thomas Kurmann, Pablo Márquez-Neila, Siqing Yu, Marion Munk, Sebastian Wolf, Raphael Sznitman

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

1907.06625 2019-07-16 eess.IV cs.CV 62%

Multi-scale Graph-based Grading for Alzheimer's Disease Prediction

Kilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé

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

1. 诊断辅助 8264 篇

RF Sensing for Continuous Monitoring of Human Activities for Home Consumer Applications

Toward an Automatic System for Computer-Aided Assessment in Facial Palsy

Classification of human activity recognition using smartphones

Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models

Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices

Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation

Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders

Detection of Myocardial Infarction Based on Novel Deep Transfer Learning Methods for Urban Healthcare in Smart Cities

A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients

Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images

Transfer Learning of fMRI Dynamics

Portable system for the prediction of anemia based on the ocular conjunctiva using Artificial Intelligence

Dense Dilated Network with Probability Regularized Walk for Vessel Detection

Mining GOLD Samples for Conditional GANs

Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy

Isolation and Localization of Unknown Faults Using Neural Network-Based Residuals

Plasmodium Detection Using Simple CNN and Clustered GLCM Features

Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator

Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults

Synthetic Lung Nodule 3D Image Generation Using Autoencoders

Humans can decipher adversarial images

Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images

Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

Dictionary learning approach to monitoring of wind turbine drivetrain bearings

Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization

3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework using Fully 3D Convolutional Neural Networks

RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques

Fused Detection of Retinal Biomarkers in OCT Volumes

Multi-scale Graph-based Grading for Alzheimer's Disease Prediction