医学 AI - arXivDaily 专题

2007.06063 2020-07-14 cs.LG cs.CV stat.ML 81%

Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI

Yingshui Tan, Baihong Jin, Xiangyu Yue, Yuxin Chen, Alberto Sangiovanni Vincentelli

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

Comments Preprint of submission to NeurIPS 2020

2006.05861 2020-06-11 eess.IV cs.CV 81%

A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future

Fatemeh Abdolali, Atefeh Shahroudnejad, Abhilash Rakkunedeth Hareendranathan, Jacob L Jaremko, Michelle Noga, Kumaradevan Punithakumar

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

1909.05382 2020-06-03 eess.IV cs.CV 81%

A deep learning system for differential diagnosis of skin diseases

Yuan Liu, Ayush Jain, Clara Eng, David H. Way, Kang Lee, Peggy Bui, Kimberly Kanada, Guilherme de Oliveira Marinho, Jessica Gallegos, Sara Gabriele, Vishakha Gupta, Nalini Singh, Vivek Natarajan, Rainer Hofmann-Wellenhof, Greg S. Corrado, Lily H. Peng, Dale R. Webster, Dennis Ai, Susan Huang, Yun Liu, R. Carter Dunn, David Coz

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

Journal ref Nature Medicine (2020)

1910.05672 2020-05-19 eess.IV cs.CV 81%

Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images

Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli

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

Comments 8 pages. Accepted to 18th IEEE International Conference on Machine Learning and Applications (ICMLA 2019)

1901.07858 2020-04-27 cs.CV cs.LG 81%

Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect

Bo Liu, Wenhao Chi, Xinran Li, Peng Li, Wenhua Liang, Haiping Liu, Wei Wang, Jianxing He

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

Comments We have substantially revised the article. The previous version had 74 pages and 2 figures, and the lateset version had 66 pages and 6 figures

Journal ref Journal of Cancer Research and Clinical Oncology 146.1 (2020): 153-185

2004.03408 2020-04-08 eess.IV cs.CV cs.HC 81%

Automated Smartphone based System for Diagnosis of Diabetic Retinopathy

Misgina Tsighe Hagos, Shri Kant, Surayya Ado Bala

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

Journal ref International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Greater Noida, India, 2019, pp. 256-261

1812.02640 2020-03-16 cs.CV cs.LG 81%

Pathological Evidence Exploration in Deep Retinal Image Diagnosis

Yuhao Niu, Lin Gu, Feng Lu, Feifan Lv, Zongji Wang, Imari Sato, Zijian Zhang, Yangyan Xiao, Xunzhang Dai, Tingting Cheng

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

Comments to appear in AAAI (2019). The first two authors contributed equally to the paper. Corresponding Author: Feng Lu

Journal ref AAAI 2019: 1093-1101

2003.04534 2020-03-11 cs.CV eess.SP 81%

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

K. Palani Thanaraj, B. Parvathavarthini, U. John Tanik, V. Rajinikanth, Seifedine Kadry, K. Kamalanand

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

Comments 9 pages, 8 Figures, 2 Tables

2003.02671 2020-03-06 eess.SP cs.LG math.DS math.OC stat.ML 81%

Hybrid modeling: Applications in real-time diagnosis

Ion Matei, Johan de Kleer, Alexander Feldman, Rahul Rai, Souma Chowdhury

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

2002.07997 2020-02-20 cs.LG eess.SP 81%

Neural Architecture Search For Fault Diagnosis

Xudong Li, Yang Hu, Jianhua Zheng, Mingtao Li

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

1812.07101 2020-01-24 cs.CV cs.LG stat.ML 81%

Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review

Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Tanmay Gulati, Vasudevan Lakshminarayanan

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

Journal ref Artificial Intelligence in Medicine Volume 102, January 2020, 101758

1911.11341 2019-11-27 eess.IV cs.CV 81%

Super-Resolution for Practical Automated Plant Disease Diagnosis System

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

Comments Published as a conference paper at CISS 2019, Baltimore, MD, USA

1911.05629 2019-11-14 cs.CV cs.HC eess.IV 81%

Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis

Dennis Núñez-Fernández, Franklin Porras-Barrientos, Macarena Vittet-Mondoñedo, Robert H. Gilman, Mirko Zimic

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

Comments LatinX in AI Research at NeurIPS 2019

1911.05628 2019-11-14 cs.CV cs.LG stat.ML 81%

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks

Milad Kiaee, Adam B Kashlak, Jisu Kim, Giseon Heo

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

Comments 23 pages, 9 figures

1910.13757 2019-10-31 cs.CV eess.IV 81%

A CNN-based methodology for breast cancer diagnosis using thermal images

Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni

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

Comments 19 pages, 7 figures, 5 tables. Clinical Breast Cancer

1910.11240 2019-10-25 eess.SP cs.LG stat.ML 81%

Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures

Seyed Omid Sajedi, Xiao Liang

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

1906.02444 2019-10-25 cs.LG eess.SP stat.ML 81%

Fault Diagnosis of Rotary Machines using Deep Convolutional Neural Network with three axis signal input

Davor Kolar, Dragutin Lisjak, Michal Pajak, Danijel Pavkovic

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

Comments I need to do a major revision of this article to make it publishable

1910.09900 2019-10-23 eess.IV cs.CV 81%

A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

Jiwei Liu, Junyu Liu, Yang Liu, Rui Yang, Dongjun Lv, Zhengting Cai, Jingjing Cui

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

1907.00300 2019-09-17 eess.IV cs.LG stat.ML 81%

Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis

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

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

Comments To appear in MICCAI October 2019

1908.11217 2019-09-02 eess.IV eess.SP 81%

Machine learning with electroencephalography features for precise diagnosis of depression subtypes

Marie Zelenina, Diana Prata

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

Comments MIDL 2019 [arXiv:1907.08612]

1907.11496 2019-08-23 cs.CV cs.LG cs.MM 81%

Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network

Xin Wang, Bo Wu, Yun Ye, Yueqi Zhong

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

Comments 9 pages, 6 figures, Proceedings of the 27th ACM International Conference on Multimedia

1908.01078 2019-08-06 cs.LG eess.SP 81%

Multi-label Classification for Fault Diagnosis of Rotating Electrical Machines

Adrienn Dineva, Amir Mosavi, Mate Gyimesi, Istvan Vajda

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

Comments 30 pages, 6 figures

1908.00792 2019-08-05 eess.IV cs.CV 81%

Uncertainty Quantification in Computer-Aided Diagnosis: Make Your Model say "I don't know" for Ambiguous Cases

Max-Heinrich Laves, Sontje Ihler, Tobias Ortmaier

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

Comments Accepted at MIDL 2019 [arXiv:1907.08612]

1907.05671 2019-07-15 cs.LG cs.CL cs.HC eess.IV stat.ML 81%

Justifying Diagnosis Decisions by Deep Neural Networks

Graham Spinks, Marie-Francine Moens

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

1906.09936 2019-06-25 eess.SP cs.LG stat.ML 81%

AI vs Humans for the diagnosis of sleep apnea

Valentin Thorey, Albert Bou Hernandez, Pierrick J. Arnal, Emmanuel H. During

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

1906.01256 2019-06-05 cs.CV cs.LG 81%

Visual Diagnosis of Dermatological Disorders: Human and Machine Performance

Jeremy Kawahara, Ghassan Hamarneh

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

Comments 15 pages, 7 figures, 5 tables

1906.00240 2019-06-04 eess.IV cs.CV 81%

Lung cancer screening with low-dose CT scans using a deep learning approach

Jason L. Causey, Yuanfang Guan, Wei Dong, Karl Walker, Jake A. Qualls, Fred Prior, Xiuzhen Huang

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

Comments 6 figures

1905.11567 2019-05-29 cs.CV eess.IV 81%

Case-Based Histopathological Malignancy Diagnosis using Convolutional Neural Networks

Qicheng Lao, Thomas Fevens

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

Journal ref British Machine Vision Conference (BMVC) 2017

1904.00937 2019-04-02 cs.CV cs.LG 81%

Early Diagnosis of Pneumonia with Deep Learning

Can Jozef Saul, Deniz Yagmur Urey, Can Doruk Taktakoglu

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

1811.12194 2019-02-19 eess.SP cs.HC cs.LG stat.ML 81%

Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network

Antônio H. Ribeiro, Manoel Horta Ribeiro, Gabriela Paixão, Derick Oliveira, Paulo R. Gomes, Jéssica A. Canazart, Milton Pifano, Wagner Meira, Thomas B. Schön, Antonio Luiz Ribeiro

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

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216

1. 诊断辅助 8209 篇

Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI

A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future

A deep learning system for differential diagnosis of skin diseases

Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images

Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect

Automated Smartphone based System for Diagnosis of Diabetic Retinopathy

Pathological Evidence Exploration in Deep Retinal Image Diagnosis

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

Hybrid modeling: Applications in real-time diagnosis

Neural Architecture Search For Fault Diagnosis

Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review

Super-Resolution for Practical Automated Plant Disease Diagnosis System

Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks

A CNN-based methodology for breast cancer diagnosis using thermal images

Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures

Fault Diagnosis of Rotary Machines using Deep Convolutional Neural Network with three axis signal input

A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis

Machine learning with electroencephalography features for precise diagnosis of depression subtypes

Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network

Multi-label Classification for Fault Diagnosis of Rotating Electrical Machines

Uncertainty Quantification in Computer-Aided Diagnosis: Make Your Model say "I don't know" for Ambiguous Cases

Justifying Diagnosis Decisions by Deep Neural Networks

AI vs Humans for the diagnosis of sleep apnea

Visual Diagnosis of Dermatological Disorders: Human and Machine Performance

Lung cancer screening with low-dose CT scans using a deep learning approach

Case-Based Histopathological Malignancy Diagnosis using Convolutional Neural Networks

Early Diagnosis of Pneumonia with Deep Learning

Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network