医学 AI - arXivDaily 专题

2010.15274 2020-11-19 cs.LG eess.SP 62%

Representation learning for improved interpretability and classification accuracy of clinical factors from EEG

Garrett Honke, Irina Higgins, Nina Thigpen, Vladimir Miskovic, Katie Link, Sunny Duan, Pramod Gupta, Julia Klawohn, Greg Hajcak

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

2011.08261 2020-11-18 cs.LG cs.CV 62%

Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks

M. Ali Vosoughi, Axel Wismuller

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

Comments 5 pages, 3 figures, conference paper

2010.04308 2020-11-17 cs.CV cs.LG 62%

Addressing the Real-world Class Imbalance Problem in Dermatology

Wei-Hung Weng, Jonathan Deaton, Vivek Natarajan, Gamaleldin F. Elsayed, Yuan Liu

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

Comments Machine Learning for Health Workshop at NeurIPS 2020; 14 pages + 4 pages appendix, 8 figures, 6 appendix tables

2002.09576 2020-11-17 cs.CV cs.CR cs.LG 62%

UnMask: Adversarial Detection and Defense Through Robust Feature Alignment

Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau

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

Comments Accepted into IEEE Big Data 2020

2005.13580 2020-11-11 cs.CV cs.LG 62%

Network-to-Network Translation with Conditional Invertible Neural Networks

Robin Rombach, Patrick Esser, Björn Ommer

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

Comments NeurIPS 2020 (oral). Code at https://github.com/CompVis/net2net

2011.02336 2020-11-05 eess.SP cs.LG 62%

Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features

Kunjin Chen, Tomáš Vantuch, Yu Zhang, Jun Hu, Jinliang He

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

Comments To be published in IEEE Transactions on Smart Grid

2010.16380 2020-11-02 eess.IV cs.CV 62%

Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides

Mengdan Zhu, Bing Ren, Ryland Richards, Matthew Suriawinata, Naofumi Tomita, Saeed Hassanpour

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

2010.15893 2020-11-02 eess.SP cs.LG 62%

Identification of Ischemic Heart Disease by using machine learning technique based on parameters measuring Heart Rate Variability

Giulia Silveri, Marco Merlo, Luca Restivo, Beatrice De Paola, Aleksandar Miladinović, Miloš Ajčević, Gianfranco Sinagra, Agostino Accardo

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

2010.11698 2020-10-23 eess.IV cs.CV 62%

OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head

Haris Cheong, Sripad Krishna Devalla, Thanadet Chuangsuwanich, Tin A. Tun, Xiaofei Wang, Tin Aung, Leopold Schmetterer, Martin L. Buist, Craig Boote, Alexandre H. Thiéry, Michaël J. A. Girard

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

Comments 20 pages, 7 figures

2010.10269 2020-10-21 eess.IV eess.SP physics.med-ph 62%

Towards new forms of particle sensing and manipulation and 3D imaging on a smartphone for healthcare applications

Jinlong Zhu, Ni Zhao, Renjie Zhou

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

Comments 23 pages, 4 figures

1906.09449 2020-10-14 cs.CV cs.AI cs.LG 62%

Deep learning approach to description and classification of fungi microscopic images

Bartosz Zieliński, Agnieszka Sroka-Oleksiak, Dawid Rymarczyk, Adam Piekarczyk, Monika Brzychczy-Włoch

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

2009.06816 2020-09-16 eess.IV cs.CV cs.SY eess.SY 62%

Microscope Based HER2 Scoring System

Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han

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

Comments 11 pages, 5 figures, and 4 tables

2009.02759 2020-09-08 eess.IV cs.AI cs.CV 62%

Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction

Yongxiang Huang, Albert C. S. Chung

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

Comments Accepted to MICCAI 2020

2009.01076 2020-09-03 eess.SP cs.AI cs.LG stat.ML 62%

Teaching a Machine to Diagnose a Heart Disease; Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome (BrS)

Simon Jaxy

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

2003.13145 2020-07-30 cs.LG cs.CV 62%

Can AI help in screening Viral and COVID-19 pneumonia?

Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Rashid Mazhar, Muhammad Abdul Kadir, Zaid Bin Mahbub, Khandaker Reajul Islam, Muhammad Salman Khan, Atif Iqbal, Nasser Al-Emadi, Mamun Bin Ibne Reaz, T. I. Islam

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

Comments 12 pages, 9 Figures

Journal ref IEEE Access 2020

2007.11689 2020-07-24 eess.IV cs.CV cs.NA math.NA 62%

Multi-modality imaging with structure-promoting regularisers

Matthias J. Ehrhardt

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

2001.05859 2020-07-21 cs.CV eess.IV 62%

Deep learning achieves perfect anomaly detection on 108,308 retinal images including unlearned diseases

Ayaka Suzuki, Yoshiro Suzuki

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

2006.12585 2020-06-24 eess.IV cs.CV 62%

Semantic Features Aided Multi-Scale Reconstruction of Inter-Modality Magnetic Resonance Images

Preethi Srinivasan, Prabhjot Kaur, Aditya Nigam, Arnav Bhavsar

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

Comments Accepted in IEEE CMBS 2020

2006.12121 2020-06-23 cs.CV cs.LG 62%

Automated machine vision enabled detection of movement disorders from hand drawn spirals

Nabeel Seedat, Vered Aharonson, Ilana Schlesinger

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

Comments Accepted IEEE International Conference on Healthcare Informatics 2020 (ICHI 2020), Upcoming Dec 2020, Copyright IEEE - 978-1-5386-5541-2/18/$31.00 Copyright, 2020 IEEE

2006.11593 2020-06-23 cs.CV cs.LG 62%

Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition

Yongming Li, Lang Zhou, Lingyun Qin, Yuwei Zeng, Yuchuan Liu, Yan Lei, Pin Wang, Fan Li

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

Comments 15 pages, 4 figures

2006.10216 2020-06-19 eess.IV cs.CV 62%

Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks

Wanyue Li, Wen Kong, Yiwei Chen, Jing Wang, Yi He, Guohua Shi, Guohua Deng

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

Comments 16 pages, 6 figures, accepted by Medical Imaging on Deep Learning

2006.01767 2020-06-03 eess.IV cs.IT cs.LG math.IT 62%

Artificial Neural Network Based Breast Cancer Screening: A Comprehensive Review

Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal

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

Comments 13 pages, 8 figures

Journal ref International Journal of Computer Information Systems and Industrial Management Applications (ISSN 2150-7988), Volume 12 (2020), pp. 125-137

2005.12250 2020-05-26 cs.LG cs.CV 62%

Attention-based Neural Bag-of-Features Learning for Sequence Data

Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis

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

2005.00845 2020-05-05 eess.IV cs.LG stat.ML 62%

Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays

Pierre G. B. Moutounet-Cartan

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

2004.08628 2020-04-22 cs.LG cs.CV 62%

Single-step Adversarial training with Dropout Scheduling

Vivek B. S., R. Venkatesh Babu

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

Comments CVPR 2020

2004.06334 2020-04-15 eess.IV cs.CV 62%

Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network

Saket S. Chaturvedi, Kajol Gupta, Vaishali Ninawe, Prakash S. Prasad

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

Comments \c{opyright} 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

1905.08059 2020-04-14 eess.SP cs.LG stat.ML 62%

Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sorensen

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

Comments Accepted for publication in 41st International Engineering in Medicine and Biology Conference (EMBC), July 23-27, 2019

Journal ref 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 556-561

2003.12625 2020-03-31 cs.CV cs.LG 62%

On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Qian Wang, Neelanjan Bhowmik, Toby P. Breckon

专题命中诊断辅助：CT(abstract)；分类 cs.CV、cs.LG

Comments Accepted to IJCNN 2020

2003.10042 2020-03-25 eess.IV cs.CV 62%

Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation

Lie Ju, Xin Wang, Quan Zhou, Hu Zhu, Mehrtash Harandi, Paul Bonnington, Tom Drummond, Zongyuan Ge

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

2003.10229 2020-03-24 eess.IV cs.LG stat.ML 62%

QC-SPHRAM: Quasi-conformal Spherical Harmonics Based Geometric Distortions on Hippocampal Surfaces for Early Detection of the Alzheimer's Disease

Anthony Hei-Long Chan, Yishan Luo, Lin Shi, Ronald Lok-Ming Lui

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

1. 诊断辅助 8264 篇

Representation learning for improved interpretability and classification accuracy of clinical factors from EEG

Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks

Addressing the Real-world Class Imbalance Problem in Dermatology

UnMask: Adversarial Detection and Defense Through Robust Feature Alignment

Network-to-Network Translation with Conditional Invertible Neural Networks

Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features

Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides

Identification of Ischemic Heart Disease by using machine learning technique based on parameters measuring Heart Rate Variability

OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head

Towards new forms of particle sensing and manipulation and 3D imaging on a smartphone for healthcare applications

Deep learning approach to description and classification of fungi microscopic images

Microscope Based HER2 Scoring System

Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction

Teaching a Machine to Diagnose a Heart Disease; Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome (BrS)

Can AI help in screening Viral and COVID-19 pneumonia?

Multi-modality imaging with structure-promoting regularisers

Deep learning achieves perfect anomaly detection on 108,308 retinal images including unlearned diseases

Semantic Features Aided Multi-Scale Reconstruction of Inter-Modality Magnetic Resonance Images

Automated machine vision enabled detection of movement disorders from hand drawn spirals

Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition

Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks

Artificial Neural Network Based Breast Cancer Screening: A Comprehensive Review

Attention-based Neural Bag-of-Features Learning for Sequence Data

Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays

Single-step Adversarial training with Dropout Scheduling

Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network

Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation

QC-SPHRAM: Quasi-conformal Spherical Harmonics Based Geometric Distortions on Hippocampal Surfaces for Early Detection of the Alzheimer's Disease