医学 AI - arXivDaily 专题

2009.01571 2020-09-04 cs.LG stat.ML 57%

MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Anubha Kabra, Ayush Chopra, Nikaash Puri, Pinkesh Badjatiya, Sukriti Verma, Piyush Gupta, Balaji K

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments Work done as part of internship at MDSR

1911.06270 2020-08-24 cs.LG 57%

Federated Learning for Healthcare Informatics

Jie Xu, Benjamin S. Glicksberg, Chang Su, Peter Walker, Jiang Bian, Fei Wang

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Comments 18 pages

2008.06668 2020-08-18 cs.LG stat.ML 57%

Accountable Off-Policy Evaluation With Kernel Bellman Statistics

Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments 22 pages, 4 figures, ICML 2020

2008.03410 2020-08-13 eess.IV 57%

OCMR (v1.0)--Open-Access Multi-Coil k-Space Dataset for Cardiovascular Magnetic Resonance Imaging

Chong Chen, Yingmin Liu, Philip Schniter, Matthew Tong, Karolina Zareba, Orlando Simonetti, Lee Potter, Rizwan Ahmad

专题命中医学数据与评测：MRI(abstract)；分类 eess.IV

2007.08763 2020-07-20 cs.CV 57%

AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism

Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Shihao Cao, Yanning Zhang

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

2007.04399 2020-07-10 cs.CR cs.HC cs.LG cs.NI 57%

Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach

Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos Plataniotis

专题命中医学数据与评测：CT(abstract)；分类 cs.LG

2002.10944 2020-06-30 cs.CR cs.LG 57%

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions

Minghui Li, Sherman S. M. Chow, Shengshan Hu, Yuejing Yan, Chao Shen, Qian Wang

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG

1712.07798 2020-06-03 cs.CV 57%

Deep learning for predicting refractive error from retinal fundus images

Avinash V. Varadarajan, Ryan Poplin, Katy Blumer, Christof Angermueller, Joe Ledsam, Reena Chopra, Pearse A. Keane, Greg S. Corrado, Lily Peng, Dale R. Webster

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Journal ref Investigative Ophthalmology & Visual Science (2018)

2005.11711 2020-05-26 cs.RO cs.CV 57%

Learning Camera Miscalibration Detection

Andrei Cramariuc, Aleksandar Petrov, Rohit Suri, Mayank Mittal, Roland Siegwart, Cesar Cadena

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments ICRA 2020

2002.11250 2020-02-27 eess.AS cs.SD eess.SP 57%

Dataset of raw and pre-processed speech signals, Mel Frequency Cepstral Coefficients of Speech and Heart Rate measurements

Mohammed Usman, Zeeshan Ahmad, Mohd Wajid

专题命中医学数据与评测：diagnosis(abstract)；分类 eess.SP

Comments conference

2002.09834 2020-02-25 cs.CR cs.LG 57%

PrivGen: Preserving Privacy of Sequences Through Data Generation

Sigal Shaked, Lior Rokach

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

2002.05411 2020-02-14 cs.LG cs.CY stat.ML 57%

Analysis and Evaluation of Handwriting in Patients with Parkinson's Disease Using kinematic, Geometrical, and Non-linear Features

C. D. Rios-Urrego, J. C. Vásquez-Correa, J. F. Vargas-Bonilla, E. Nöth, F. Lopera, J. R. Orozco-Arroyave

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Journal ref Computer methods and programs in biomedicine, 173, 43-52 (2019)

2001.11268 2020-01-31 cs.CL cs.LG 57%

Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks

Lena Schmidt, Julie Weeds, Julian P. T. Higgins

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Journal ref HEALTHINF 2020

1911.09595 2019-11-22 eess.IV 57%

Optimal Sampling & Reconstruction: Theory and Applications

Justin P. Haldar

专题命中医学数据与评测：MRI(abstract)；分类 eess.IV

Comments Syllabus material for an invited talk at the 2020 ISMRM Workshop on Data Sampling & Image Reconstruction

1909.12475 2019-11-18 cs.LG stat.ML 57%

Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging

Luke Oakden-Rayner, Jared Dunnmon, Gustavo Carneiro, Christopher Ré

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG

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

1906.00139 2019-11-12 cs.CV 57%

Region-specific Diffeomorphic Metric Mapping

Zhengyang Shen, François-Xavier Vialard, Marc Niethammer

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2019

1905.01947 2019-10-29 cs.LG stat.ML 57%

An embarrassingly simple approach to neural multiple instance classification

Amina Asif, Fayyaz ul Amir Afsar Minhas

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG

Comments 7 pages

Journal ref Pattern Recognition Letters, vol. 128, pp. 474-479, Dec. 1, 2019

1910.10414 2019-10-24 cs.CV 57%

Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks

Chenglang Yuan, Cheng Bian, Hongjian Kang, Shu Liang, Kai Ma, Yefeng Zheng

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments The third place in angle-closure glaucoma evaluation (AGE) Challenge, MICCAI 2019

1812.00891 2019-09-19 cs.CR cs.LG 57%

Interpretable Deep Learning under Fire

Xinyang Zhang, Ningfei Wang, Hua Shen, Shouling Ji, Xiapu Luo, Ting Wang

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments USENIX Security Symposium '20

1907.06831 2019-08-19 cs.LG cs.AI cs.HC stat.ML 57%

Evaluating Explanation Without Ground Truth in Interpretable Machine Learning

Fan Yang, Mengnan Du, Xia Hu

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

1908.05376 2019-08-16 stat.ML cs.LG 57%

Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform

Zhenyu Zhao, Radhika Anand, Mallory Wang

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

1908.03299 2019-08-12 eess.AS cs.LG cs.SD stat.ML 57%

ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection

Yuma Koizumi, Shoichiro Saito, Hisashi Uematsu, Noboru Harada, Keisuke Imoto

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments 5 pages, to appear in IEEE WASPAA 2019

1905.07203 2019-05-23 cs.CV 57%

Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset

Misgina Tsighe Hagos, Shri Kant

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

1905.06731 2019-05-17 cs.LG stat.ML 57%

BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl, Nassir Navab, Christian Wachinger

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG

1905.06509 2019-05-17 cs.CV 57%

TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes

Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Daeyoung Kim

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Comments 49 pages, 12 figures

1904.10126 2019-04-24 cs.CV cs.AI stat.ML 57%

Lung Nodule Classification using Deep Local-Global Networks

Mundher Al-Shabi, Boon Leong Lan, Wai Yee Chan, Kwan-Hoong Ng, Maxine Tan

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments Code and dataset available here https://github.com/mundher/local-global

1904.09524 2019-04-23 cs.CV 57%

Metric Learning for Image Registration

Marc Niethammer, Roland Kwitt, Francois-Xavier Vialard

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Comments 12 pages

1904.06554 2019-04-16 cs.CV 57%

Texture image analysis and texture classification methods - A review

Laleh Armi, Shervan Fekri-Ershad

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Comments 29 Pages, Keywords: Texture Image, Texture Analysis, Texture classification, Feature extraction, Image processing, Local Binary Patterns, Benchmark texture image datasets

Journal ref International Online Journal of Image Processing and Pattern Recognition Vol. 2, No.1, pp. 1-29, 2019

1902.07238 2019-02-21 eess.SP 57%

Real-time PCG Anomaly Detection by Adaptive 1D Convolutional Neural Networks

Serkan Kiranyaz, Morteza Zabihi, Ali Bahrami Rad, Anas Tahir, Turker Ince, Ridha Hamila, Moncef Gabbouj

专题命中医学数据与评测：pathology(abstract)；分类 eess.SP

Comments 11 pages, 12 figures

1812.02828 2018-12-10 cs.LG 57%

Machine Learning Classifications of Coronary Artery Disease

Ali Bou Nassif, Omar Mahdi, Qassim Nasir, Manar Abu Talib, Mohammad Azzeh

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments 6 pages, The 13th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2018)

1. 医学数据与评测 2136 篇

MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Federated Learning for Healthcare Informatics

Accountable Off-Policy Evaluation With Kernel Bellman Statistics

OCMR (v1.0)--Open-Access Multi-Coil k-Space Dataset for Cardiovascular Magnetic Resonance Imaging

AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism

Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions

Deep learning for predicting refractive error from retinal fundus images

Learning Camera Miscalibration Detection

Dataset of raw and pre-processed speech signals, Mel Frequency Cepstral Coefficients of Speech and Heart Rate measurements

PrivGen: Preserving Privacy of Sequences Through Data Generation

Analysis and Evaluation of Handwriting in Patients with Parkinson's Disease Using kinematic, Geometrical, and Non-linear Features

Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks

Optimal Sampling & Reconstruction: Theory and Applications

Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging

Region-specific Diffeomorphic Metric Mapping

An embarrassingly simple approach to neural multiple instance classification

Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks

Interpretable Deep Learning under Fire

Evaluating Explanation Without Ground Truth in Interpretable Machine Learning

Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform

ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection

Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset

BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes

Lung Nodule Classification using Deep Local-Global Networks

Metric Learning for Image Registration

Texture image analysis and texture classification methods - A review

Real-time PCG Anomaly Detection by Adaptive 1D Convolutional Neural Networks

Machine Learning Classifications of Coronary Artery Disease