医学 AI - arXivDaily 专题

2001.01215 2020-01-08 cs.LG cs.HC stat.ML 57%

A System for Real-Time Interactive Analysis of Deep Learning Training

Shital Shah, Roland Fernandez, Steven Drucker

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2019). Code available as TensorWatch project at https://github.com/microsoft/tensorwatch

1906.05323 2020-01-01 cs.NE cs.LG stat.ML 57%

Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes

Ranganath Krishnan, Mahesh Subedar, Omesh Tickoo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To be published at AAAI 2020 conference

1809.00604 2020-01-01 cs.CV 57%

Image computing for fibre-bundle endomicroscopy: A review

Antonios Perperidis, Kevin Dhaliwal, Stephen McLaughlin, Tom Vercauteren

专题命中诊断辅助：pathology(abstract)；分类 cs.CV

Comments 38 Pages, 2 Figures, 6 Tables

1912.09223 2019-12-20 eess.SP 57%

Short-time detection of QRS complexes using dual channels 1 based on U-Net and bidirectional long short-term memory

Runnan He, Yang Liu, Kuanquan Wang, Na Zhao, Yongfeng Yuan, Qince Li, Henggui Zhang

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

Comments 18 pages, 8 figures and 7 tables

1912.09147 2019-12-20 cs.LG stat.ML 57%

Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection

Xiao Han, Zihao Wang, Enmei Tu, Gunnam Suryanarayana, Jie Yang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 1 figures

1912.04370 2019-12-11 eess.AS cs.CL cs.LG cs.SD stat.ML 57%

Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation

Aparna Balagopalan, Jekaterina Novikova, Matthew B. A. McDermott, Bret Nestor, Tristan Naumann, Marzyeh Ghassemi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted to ML4H at NeurIPS 2019

1911.08089 2019-12-10 cs.CY cs.AI cs.HC cs.LG 57%

"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning

Mark Sendak, Madeleine Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To appear at ACM FAT* 2020, Barcelona. Updated to camera-ready version

1711.01843 2019-12-10 cs.LG cs.AI 57%

Online Tool Condition Monitoring Based on Parsimonious Ensemble+

Mahardhika Pratama, Eric Dimla, Edwin Lughofer, Witold Pedrycz, Tegoeh Tjahjowidowo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments this paper has been published by IEEE Transactions on Cybernetics

Journal ref IEEE Transactions on Cybernetics, 2018

1905.05701 2019-12-03 cs.CL cs.AI cs.LG stat.ML 57%

Modeling user context for valence prediction from narratives

Aniruddha Tammewar, Alessandra Cervone, Eva-Maria Messner, Giuseppe Riccardi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To be published in Interspeech 2019

Journal ref Interspeech 2019

1901.01558 2019-11-20 cs.LG stat.ML 57%

Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability

Shaodi Qian, Sheng-Che Yen, Eric Folmar, Chun-An Chou

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1911.05909 2019-11-15 cs.LG stat.ML 57%

Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation

Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1911.02073 2019-11-07 cs.SD cs.LG eess.AS 57%

OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example

Max Morrison, Bryan Pardo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Submitted to Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE2019)

1906.01157 2019-11-06 cs.CL cs.SD eess.AS eess.SP 57%

A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders

Rohit Voleti, Julie M. Liss, Visar Berisha

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

Comments \c{opyright} 2019 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

1910.12952 2019-10-30 cs.NE cs.AI eess.IV 57%

Hybrid Adaptive Neuro-Fuzzy Inference System for Diagnosing the Liver Disorders

Mina Rajabi, Hajar Sadeghizadeh, Zahra Mola-Amini, Niloofar Ahmadyrad

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

1910.10806 2019-10-25 cs.LG cs.NE stat.ML 57%

GenSample: A Genetic Algorithm for Oversampling in Imbalanced Datasets

Vishwa Karia, Wenhao Zhang, Arash Naeim, Ramin Ramezani

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 7 pages, 2 tables, 1 figure

1907.00550 2019-10-23 eess.IV physics.optics 57%

Edge detection based on joint iteration ghost imaging

Cheng Zhou, Gangcheng Wang, Heyan Huang, Lijun Song, Kang Xue

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

Comments 11 pages, 6 figures

1910.09324 2019-10-22 cs.IR cs.LG 57%

Multi-dimensional Features for Prediction with Tweets

Nupoor Gandhi, Alex Morales, Dolores Albarracin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1910.06707 2019-10-16 cs.AI cs.CL cs.LG 57%

A Deep Learning Based Chatbot for Campus Psychological Therapy

Junjie Yin, Zixun Chen, Kelai Zhou, Chongyuan Yu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 31 pages

1910.00330 2019-10-02 cs.LG cs.CL eess.AS stat.ML 57%

A Multi-Modal Feature Embedding Approach to Diagnose Alzheimer Disease from Spoken Language

S. Soroush Haj Zargarbashi, Bagher Babaali

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 14 pages, 4 figures

1809.04790 2019-09-24 cs.LG stat.ML 57%

Adversarial Examples: Opportunities and Challenges

Jiliang Zhang, Chen Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 16 pages, 13 figures, 5 tables

Journal ref IEEE Transactions on Neural Networks and Learning Systems (2019)

1909.09592 2019-09-23 cs.CV cs.RO 57%

Fault-Diagnosing SLAM for Varying Scale Change Detection

Sugimoto Takuma, Yamaguchi Kousuke, Tanaka Kanji

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 7 pages, 4 figures, technical report

1909.09566 2019-09-23 cs.CV 57%

Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video

Behnaz Rezaei, Yiorgos Christakis, Bryan Ho, Kevin Thomas, Kelley Erb, Sarah Ostadabbas, Shyamal Patel

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments This manuscript is under submission to the Sensors journal

1907.12537 2019-09-18 cs.CV 57%

Towards Automatic Screening of Typical and Atypical Behaviors in Children With Autism

Andrew Cook, Bappaditya Mandal, Donna Berry, Matthew Johnson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments This paper has been withdrawn by the authors due to insufficient or definition error(s) in the ethics approval protocol

1907.09160 2019-09-18 cs.CV 57%

Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition

Chengyu Guo, Jingyun Liang, Geng Zhan, Zhong Liu, Matti Pietikäinen, Li Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1906.11976 2019-09-16 cs.NI cs.CR cs.LG stat.OT 57%

Multivariate Big Data Analysis for Intrusion Detection: 5 steps from the haystack to the needle

José Camacho, José Manuel García-Giménez, Noemí Marta Fuentes-García, Gabriel Maciá-Fernández

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Computers & Security, Volume 87, November 2019, 101603

1812.02858 2019-09-13 cs.IT cs.LG cs.NI math.IT 57%

Wireless Network Intelligence at the Edge

Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 34 pages, 31 figures, 2 tables; to appear in the Proceedings of the IEEE

1909.01178 2019-09-12 eess.IV 57%

Multiscale Deep Neural Networks for Multiclass Tissue Classification of Histological Whole-Slide Images

Rune Wetteland, Kjersti Engan, Trygve Eftestøl, Vebjørn Kvikstad, Emilius A. M. Janssen

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

Comments International Conference on Medical Imaging with Deep Learning (MIDL), 2019 [arXiv:1907.08612]

1909.01417 2019-09-05 cs.CV eess.AS 57%

Multi-level Attention network using text, audio and video for Depression Prediction

Anupama Ray, Siddharth Kumar, Rutvik Reddy, Prerana Mukherjee, Ritu Garg

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments in Proceedings of the 9th International Workshop on Audio/Visual Emotion Challenge, AVEC 2019, ACM Multimedia Workshop, Nice, France

1908.06857 2019-08-20 eess.SP 57%

K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection

Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie

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

Comments IJCAI 2019

1906.04450 2019-08-15 cs.LG stat.ML 57%

Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks

Qingyang Wu, He Li, Lexin Li, Zhou Yu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1. 诊断辅助 8283 篇

A System for Real-Time Interactive Analysis of Deep Learning Training

Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes

Image computing for fibre-bundle endomicroscopy: A review

Short-time detection of QRS complexes using dual channels 1 based on U-Net and bidirectional long short-term memory

Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection

Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation

"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning

Online Tool Condition Monitoring Based on Parsimonious Ensemble+

Modeling user context for valence prediction from narratives

Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability

Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation

OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example

A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders

Hybrid Adaptive Neuro-Fuzzy Inference System for Diagnosing the Liver Disorders

GenSample: A Genetic Algorithm for Oversampling in Imbalanced Datasets

Edge detection based on joint iteration ghost imaging

Multi-dimensional Features for Prediction with Tweets

A Deep Learning Based Chatbot for Campus Psychological Therapy

A Multi-Modal Feature Embedding Approach to Diagnose Alzheimer Disease from Spoken Language

Adversarial Examples: Opportunities and Challenges

Fault-Diagnosing SLAM for Varying Scale Change Detection

Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video

Towards Automatic Screening of Typical and Atypical Behaviors in Children With Autism

Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition

Multivariate Big Data Analysis for Intrusion Detection: 5 steps from the haystack to the needle

Wireless Network Intelligence at the Edge

Multiscale Deep Neural Networks for Multiclass Tissue Classification of Histological Whole-Slide Images

Multi-level Attention network using text, audio and video for Depression Prediction

K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection

Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks