医学 AI - arXivDaily 专题

2012.10343 2020-12-21 cs.LG 57%

Application of computer simulation results and machine learning in analysis of microwave radiothermometry data

Maxim Polyakov, Illarion Popov, Alexander Losev, Alexander Khoperskov

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 8 pages, 3 figures, International Conference "Intelligent Systems in Science and Technology". The 5th All-Russian Scientific and Practical Conference "Artificial Intelligence in Solving Actual Social and Economic Problems of the 21st Century", Perm State National Research University (Perm, Russia), October 12-18, 2020

2012.07021 2020-12-15 stat.ME cs.LG 57%

Process monitoring based on orthogonal locality preserving projection with maximum likelihood estimation

Jingxin Zhang, Maoyin Chen, Hao Chen, Xia Hong, Donghua Zhou

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Industrial and Engineering Chemistry Research, 58(14), 5579-5587, 2019

2012.06982 2020-12-15 eess.SY cs.LG cs.SY 57%

Radial Deformation Emplacement in Power Transformers Using Long Short-Term Memory Networks

Arash Moradzadeh, Kazem Pourhossein, Behnam Mohammadi-Ivatloo, Tohid Khalili, Ali Bidram

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 5 pages, 10 figures, IEEE PES ISGT NA 2021

2012.05999 2020-12-14 cs.LG cs.AI 57%

An IoT Framework for Heart Disease Prediction based on MDCNN Classifier

Mohammad Ayoub Khan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments AEHO; cuttlefish algorithm; MDCNN; IoT; Cleveland Dataset; Sensors; Wearable device; CAGR; Electrocardiogram; LSTM and CNN

Journal ref IEEE Access(2020) 34717-34727

2012.03487 2020-12-08 cs.AI cs.CV cs.CY 57%

An Approach to Intelligent Pneumonia Detection and Integration

Bonaventure F. P. Dossou, Alena Iureva, Sayali R. Rajhans, Vamsi S. Pidikiti

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2001.09748 2020-12-03 cs.CY cs.LG stat.ML 57%

A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data

Patrick Schwab, Walter Karlen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2011.14966 2020-12-01 cs.LG 57%

Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model

Hrithwik Shalu, Harikrishnan P, Hari Sankar CN, Akash Das, Saptarshi Majumder, Arnhav Datar, Subin Mathew MS, Anugyan Das, Juned Kadiwala

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2011.13426 2020-11-30 cs.LG cs.CC cs.DS 57%

Outcome Indistinguishability

Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2008.01515 2020-11-18 cs.CL cs.LG 57%

Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes

Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo Pedro, Marcia M. de Souza e Sá, Guilherme A. C. Salgado

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at BRACIS 2020

2011.01695 2020-11-04 stat.ML cs.CL cs.LG 57%

Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores

Ana-Maria Bucur, Liviu P. Dinu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at Seventh Italian Conference on Computational Linguistics CLiC-it 2020

2011.00094 2020-11-03 cs.LG stat.ML 57%

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments

Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.15392 2020-10-30 cs.LG stat.ML 57%

Off-Policy Interval Estimation with Lipschitz Value Iteration

Ziyang Tang, Yihao Feng, Na Zhang, Jian Peng, Qiang Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To appear at NeurIPS 2020

2010.15240 2020-10-30 cs.LG stat.ML 57%

Test Set Optimization by Machine Learning Algorithms

Kaiming Fu, Yulu Jin, Zhousheng Chen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.12493 2020-10-27 cs.LG stat.ML 57%

A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data

Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 19 pages, 7 figures

2010.12147 2020-10-26 eess.SP 57%

Is Machine Learning Able to Detect and Classify Failure in Piezoresistive Bone Cement Based on Electrical Signals?

Hamid Ghaednia, Crystal E. Owens, Lily E. Keiderling, Kartik M. Varadarajan, A. John Hart, Joseph H. Schwab, Tyler T. Tallman

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

Comments 8 pages, 10 figures

2010.11667 2020-10-23 eess.SP 57%

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Ildar Rakhmatulin

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

2010.09457 2020-10-22 cs.AR cs.LG 57%

Closed-Loop Neural Interfaces with Embedded Machine Learning

Bingzhao Zhu, Uisub Shin, Mahsa Shoaran

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.09473 2020-10-20 cs.LG cs.AI 57%

Double-Linear Thompson Sampling for Context-Attentive Bandits

Djallel Bouneffouf, Raphaël Féraud, Sohini Upadhyay, Yasaman Khazaeni, Irina Rish

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:1906.09384

2003.14127 2020-10-15 cs.LG stat.ML 57%

Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-Time

Gerome Vivar, Kamilia Mullakaeva, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.06846 2020-10-15 cs.LG stat.ML 57%

Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection

Chunkai Zhang, Wei Zuo, Xuan Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2006.02659 2020-10-15 cs.CV 57%

MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model Explanations

Qing Yang, Xia Zhu, Jong-Kae Fwu, Yun Ye, Ganmei You, Yuan Zhu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted by 25th International Conference on Pattern Recognition (ICPR2020)

2010.05013 2020-10-13 cs.CV cs.AI 57%

An Encoder-Decoder CNN for Hair Removal in Dermoscopic Images

Lidia Talavera-Martínez, Pedro Bibiloni, Manuel González-Hidalgo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2006.12010 2020-10-07 cs.LG stat.ML 57%

QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

Kyunghwan Son, Sungsoo Ahn, Roben Delos Reyes, Jinwoo Shin, Yung Yi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2009.07173 2020-09-16 cs.LG stat.ML 57%

Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association

Thosini Bamunu Mudiyanselage, Xiujuan Lei, Nipuna Senanayake, Yanqing Zhang, Yi Pan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2009.06403 2020-09-15 stat.AP cs.LG stat.ML 57%

Aligning Subjective Ratings in Clinical Decision Making

Annika Pick, Sebastian Ginzel, Stefan Rüping, Jil Sander, Ann Christina Foldenauer, Michaela Köhm

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at the ECML 2020 workshop on Machine Learning for Pharma and Healthcare Applications (PharML)

2009.02040 2020-09-07 cs.LG stat.ML 57%

Multivariate Time-series Anomaly Detection via Graph Attention Network

Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by ICDM 2020. 10 pages

2008.13525 2020-09-02 cs.CY eess.IV 57%

Applying Deep Learning to Specific Learning Disorder Screening

Nuriel S. Mor, Kathryn L. Dardeck

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

Comments 17 pages, 3 figures, 1 table

1908.02338 2020-08-25 cs.LG stat.ML 57%

Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes

Paul Fergus, Carl Chalmers, Casimiro Curbelo Montanez, Denis Reilly, Paulo Lisboa, Beth Pineles

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 11 Pages, 12 Figures (excluding profile pictures), accepted for publication in IEEE Transactions in Emerging Topics in Computational Intelligence

2008.08286 2020-08-20 cs.IT eess.SP math.IT 57%

Noncoherent OOK Symbol Detection with Supervised-Learning Approach for BCC

Jihoon Cha, Junil Choi, David J. Love

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

Comments This paper has been accepted from the IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)

2008.07449 2020-08-18 cs.LG cs.AI cs.CY 57%

A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic

Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages, 6 figures, 5 tables

1. 诊断辅助 8277 篇

Application of computer simulation results and machine learning in analysis of microwave radiothermometry data

Process monitoring based on orthogonal locality preserving projection with maximum likelihood estimation

Radial Deformation Emplacement in Power Transformers Using Long Short-Term Memory Networks

An IoT Framework for Heart Disease Prediction based on MDCNN Classifier

An Approach to Intelligent Pneumonia Detection and Integration

A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data

Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model

Outcome Indistinguishability

Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes

Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments

Off-Policy Interval Estimation with Lipschitz Value Iteration

Test Set Optimization by Machine Learning Algorithms

A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data

Is Machine Learning Able to Detect and Classify Failure in Piezoresistive Bone Cement Based on Electrical Signals?

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Closed-Loop Neural Interfaces with Embedded Machine Learning

Double-Linear Thompson Sampling for Context-Attentive Bandits

Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-Time

Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection

MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model Explanations

An Encoder-Decoder CNN for Hair Removal in Dermoscopic Images

QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association

Aligning Subjective Ratings in Clinical Decision Making

Multivariate Time-series Anomaly Detection via Graph Attention Network

Applying Deep Learning to Specific Learning Disorder Screening

Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes

Noncoherent OOK Symbol Detection with Supervised-Learning Approach for BCC

A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic