医学 AI - arXivDaily 专题

1802.06428 2018-02-20 cs.LG cs.CL stat.ML 57%

Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation

Fengyi Tang, Kaixiang Lin, Ikechukwu Uchendu, Hiroko H. Dodge, Jiayu Zhou

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 9 pages, 4 figures, 4 tables

1802.03617 2018-02-13 cs.CV 57%

Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

Tao Tan, Zhang Li, Haixia Liu, Ping Liu, Wenfang Tang, Hui Li, Yue Sun, Yusheng Yan, Keyu Li, Tao Xu, Shanshan Wan, Ke Lou, Jun Xu, Huiming Ying, Quchang Ouyang, Yuling Tang, Zheyu Hu, Qiang Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1801.07080 2018-01-23 cs.CV 57%

Towards Automated Tuberculosis detection using Deep Learning

Sonaal Kant, Muktabh Mayank Srivastava

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1712.04119 2017-12-13 cs.CV 57%

200x Low-dose PET Reconstruction using Deep Learning

Junshen Xu, Enhao Gong, John Pauly, Greg Zaharchuk

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1712.04118 2017-12-13 cs.LG cs.NE stat.ML 57%

Neural Component Analysis for Fault Detection

Haitao Zhao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages,11 figures

1712.02982 2017-12-11 cs.CV 57%

Direct and Real-Time Cardiovascular Risk Prediction

Bob D. de Vos, Nikolas Lessmann, Pim A. de Jong, Max A. Viergever, Ivana Isgum

专题命中诊断辅助：CT(abstract)；分类 cs.CV

Comments Scientific paper at RSNA 2017

1711.10752 2017-11-30 cs.CV 57%

Convolutional Neural Networks for Breast Cancer Screening: Transfer Learning with Exponential Decay

Hiba Chougrad, Hamid Zouaki, Omar Alheyane

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 6 pages, 2 figures, NIPS ML4H 2017: Machine Learning for Health Workshop at NIPS 2017, Long Beach, CA, United States, December 8, 2017

1711.09767 2017-11-28 cs.CV cs.AI cs.HC 57%

GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation

Matan Sela, Pingmei Xu, Junfeng He, Vidhya Navalpakkam, Dmitry Lagun

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Project was done when the first author was at Google Research

1711.08742 2017-11-27 cs.LG 57%

Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks

Jinsung Yoon, William R. Zame, Mihaela van der Schaar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 19 pages (including 3 page Appendix and 2 page reference)

1711.08502 2017-11-27 cs.CV 57%

Train, Diagnose and Fix: Interpretable Approach for Fine-grained Action Recognition

Jingxuan Hou, Tae Soo Kim, Austin Reiter

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 8 pages, 8 figures, CVPR18 submission

1711.07312 2017-11-27 cs.CV 57%

Detection of Tooth caries in Bitewing Radiographs using Deep Learning

Muktabh Mayank Srivastava, Pratyush Kumar, Lalit Pradhan, Srikrishna Varadarajan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted at NIPS 2017 workshop on Machine Learning for Health (NIPS 2017 ML4H)

1705.05444 2017-11-27 cs.CV 57%

A Non-Rigid Map Fusion-Based RGB-Depth SLAM Method for Endoscopic Capsule Robots

Mehmet Turan, Yasin Almalioglu, Helder Araujo, Ender Konukoglu, Metin Sitti

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1708.06822 2017-11-21 cs.CV 57%

Deep EndoVO: A Recurrent Convolutional Neural Network (RCNN) based Visual Odometry Approach for Endoscopic Capsule Robots

Mehmet Turan, Yasin Almalioglu, Helder Araujo, Ender Konukoglu, Metin Sitti

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1711.04030 2017-11-15 cs.SE cs.LG cs.OS 57%

Ocasta: Clustering Configuration Settings For Error Recovery

Zhen Huang, David Lie

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Published in Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2014)

Journal ref 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014, pages={479-490}

1711.00671 2017-11-03 cs.CV 57%

Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging

Karteek Popuri, Rakesh Balachandar, Kathryn Alpert, Donghuan Lu, Mahadev Bhalla, Ian Mackenzie, Robin Ging-Yuek Hsiung, Lei Wang, Mirza Faisal Beg, the Alzhemier's Disease Neuroimaging Initiative

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1710.02268 2017-10-09 stat.ML cs.LG 57%

Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data

Alain Saas, Anna Guitart, África Periáñez

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref IEEE Conference on Computational Intelligence and Games (CIG), 20-23, 2016

1709.09077 2017-09-27 cs.HC cs.CV 57%

Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis

Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 10 pages

1703.01622 2017-09-21 cs.CV 57%

Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning

Marc Aubreville, Christian Knipfer, Nicolai Oetter, Christian Jaremenko, Erik Rodner, Joachim Denzler, Christopher Bohr, Helmut Neumann, Florian Stelzle, Andreas Maier

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 12 pages, 5 figures

Journal ref Scientific Reports 7, Article number: 11979 (2017)

1709.06201 2017-09-20 cs.AI cs.LG stat.ML 57%

Human Understandable Explanation Extraction for Black-box Classification Models Based on Matrix Factorization

Jaedeok Kim, Jingoo Seo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1708.07942 2017-08-29 cs.LG stat.ME 57%

m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series

Minh Nguyen, Sanjay Purushotham, Hien To, Cyrus Shahabi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments VAHC2016 Workshop on Visual Analytics in Healthcare in conjunction with AMIA 2016

1610.01959 2017-08-02 cs.DS cs.LG stat.ML 57%

Efficient L1-Norm Principal-Component Analysis via Bit Flipping

Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1608.07470 2017-08-02 cs.CV cs.CG 57%

A Fast Ellipse Detector Using Projective Invariant Pruning

Qi Jia, Xin Fan, Zhongxuan Luo, Lianbo Song, Tie Qiu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 14 pages, 34 figures, journal

1707.09873 2017-08-01 cs.CV 57%

Representation Learning on Large and Small Data

Chun-Nan Chou, Chuen-Kai Shie, Fu-Chieh Chang, Jocelyn Chang, Edward Y. Chang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Book chapter

1707.03468 2017-07-13 cs.CV 57%

Recovering Dense Tissue Multispectral Signal from in vivo RGB Images

Jianyu Lin, Neil T. Clancy, Daniel S. Elson

专题命中诊断辅助：pathology(abstract)；分类 cs.CV

Comments accepted by Hamlyn Symposium 2017

1704.06131 2017-07-12 cs.AI cs.LG stat.ML 57%

Learning to Acquire Information

Yewen Pu, Leslie P Kaelbling, Armando Solar-Lezama

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1706.08227 2017-06-27 cs.CV 57%

Multi-level SVM Based CAD Tool for Classifying Structural MRIs

Jerrin Thomas Panachakel, Jeena R. S.

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1706.07679 2017-06-27 cs.LG 57%

ECO-AMLP: A Decision Support System using an Enhanced Class Outlier with Automatic Multilayer Perceptron for Diabetes Prediction

Maham Jahangir, Hammad Afzal, Mehreen Ahmed, Khawar Khurshid, Raheel Nawaz

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1608.08049 2017-06-27 cs.CV 57%

Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images

Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1706.01912 2017-06-15 cs.CV 57%

Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness

Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warringto, Shuo Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2017

1705.10312 2017-06-06 cs.LG cs.CE stat.AP 57%

Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model

Dajiang Zhu, Brandalyn C. Riedel, Neda Jahanshad, Nynke A. Groenewold, Dan J. Stein, Ian H. Gotlib, Matthew D. Sacchet, Danai Dima, James H. Cole, Cynthia H. Y. Fu, Henrik Walter, Ilya M. Veer, Thomas Frodl, Lianne Schmaal, Dick J. Veltman, Paul M. Thompson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by MICCAI 2017

1. 诊断辅助 8283 篇

Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation

Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

Towards Automated Tuberculosis detection using Deep Learning

200x Low-dose PET Reconstruction using Deep Learning

Neural Component Analysis for Fault Detection

Direct and Real-Time Cardiovascular Risk Prediction

Convolutional Neural Networks for Breast Cancer Screening: Transfer Learning with Exponential Decay

GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation

Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks

Train, Diagnose and Fix: Interpretable Approach for Fine-grained Action Recognition

Detection of Tooth caries in Bitewing Radiographs using Deep Learning

A Non-Rigid Map Fusion-Based RGB-Depth SLAM Method for Endoscopic Capsule Robots

Deep EndoVO: A Recurrent Convolutional Neural Network (RCNN) based Visual Odometry Approach for Endoscopic Capsule Robots

Ocasta: Clustering Configuration Settings For Error Recovery

Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging

Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data

Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis

Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning

Human Understandable Explanation Extraction for Black-box Classification Models Based on Matrix Factorization

m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series

Efficient L1-Norm Principal-Component Analysis via Bit Flipping

A Fast Ellipse Detector Using Projective Invariant Pruning

Representation Learning on Large and Small Data

Recovering Dense Tissue Multispectral Signal from in vivo RGB Images

Learning to Acquire Information

Multi-level SVM Based CAD Tool for Classifying Structural MRIs

ECO-AMLP: A Decision Support System using an Enhanced Class Outlier with Automatic Multilayer Perceptron for Diabetes Prediction

Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images

Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness

Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model