医学 AI - arXivDaily 专题

1902.02443 2019-02-14 cs.LG cs.AI stat.ML 57%

Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset

Sunil Mallya, Marc Overhage, Navneet Srivastava, Tatsuya Arai, Cole Erdman

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments LSTMs, Electronic Health Records

1901.00746 2019-01-04 cs.CY cs.LG stat.ML 57%

Multi-task Prediction of Patient Workload

Mohammad Hessam Olya, Dongxiao Zhu, Kai Yang

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

1812.07729 2018-12-20 eess.AS cs.LG cs.SD stat.ML 57%

Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine

Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments Accepted at IEEE BigData 2018 Workshop - FEMH Voice Data Challenge

1812.06847 2018-12-18 cs.CV 57%

Convolutional herbal prescription building method from multi-scale facial features

Huiqiang Liao, Guihua Wen, Yang Hu, Changjun Wang

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

1811.09782 2018-12-07 stat.ML cs.AI cs.LG 57%

Alternating Loss Correction for Preterm-Birth Prediction from EHR Data with Noisy Labels

Sabri Boughorbel, Fethi Jarray, Neethu Venugopal, Haithum Elhadi

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments Submission Id: 79, Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216

1811.11818 2018-11-30 cs.LG stat.ML 57%

Disease phenotyping using deep learning: A diabetes case study

Sina Rashidian, Janos Hajagos, Richard Moffitt, Fusheng Wang, Xinyu Dong, Kayley Abell-Hart, Kimberly Noel, Rajarsi Gupta, Mathew Tharakan, Veena Lingam, Joel Saltz, Mary Saltz

专题命中临床大模型：biomedical(abstract)；分类 cs.LG

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200

1706.02051 2018-11-21 cs.CV 57%

Automatic Emphysema Detection using Weakly Labeled HRCT Lung Images

Isabel Pino Peña, Veronika Cheplygina, Sofia Paschaloudi, Morten Vuust, Jesper Carl, Ulla Møller Weinreich, Lasse Riis Østergaard, Marleen de Bruijne

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments Accepted at PLoS ONE

1803.04837 2018-11-20 cs.AI cs.LG stat.ML 57%

Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction

Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments 8 pages, this paper has been accepted by AAAI 2018

1811.03695 2018-11-12 cs.CV 57%

Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables

Marcus A. Badgeley, John R. Zech, Luke Oakden-Rayner, Benjamin S. Glicksberg, Manway Liu, William Gale, Michael V. McConnell, Beth Percha, Thomas M. Snyder, Joel T. Dudley

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

1810.06058 2018-10-16 cs.CV 57%

Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks

Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments 7 pages, 4 figures

1809.07828 2018-09-24 cs.LG stat.ML 57%

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data

Qinghan Xue, Xiaoran Wang, Samuel Meehan, Jilong Kuang, Alex Gao, Mooi Choo Chuah

专题命中临床大模型：biomedical(abstract)；分类 cs.LG

Comments 8 pages, 6 figures, ICMLA 2018 conference

1809.06408 2018-09-19 cs.CV 57%

Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos

Ji Hwan Park, Saad Nadeem, Joseph Marino, Kevin Baker, Matthew Barish, Arie Kaufman

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments 7 pages, SPIE Medical Imaging 2018

1808.06444 2018-08-21 cs.LG stat.ML 57%

Synthetic Patient Generation: A Deep Learning Approach Using Variational Autoencoders

Ally Salim

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

1801.05062 2018-08-10 stat.ML cs.LG stat.AP 57%

Multi-Label Learning from Medical Plain Text with Convolutional Residual Models

Xinyuan Zhang, Ricardo Henao, Zhe Gan, Yitong Li, Lawrence Carin

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments Machine Learning for Healthcare 2018 spotlight paper

1807.08820 2018-07-25 cs.LG stat.ML 57%

RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data

Yanbo Xu, Siddharth Biswal, Shriprasad R Deshpande, Kevin O Maher, Jimeng Sun

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

1806.10174 2018-06-28 cs.LG stat.ML 57%

Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection

Tony Wang, Tom Velez, Emilia Apostolova, Tim Tschampel, Thuy L. Ngo, Joy Hardison

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

1806.09542 2018-06-26 cs.LG cs.CL stat.ML 57%

Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment

Wei-Hung Weng, Peter Szolovits

专题命中临床大模型：biomedical(abstract)；分类 cs.LG

Comments Accepted by 2018 KDD Workshop on Machine Learning for Medicine and Healthcare

1802.05695 2018-04-18 cs.CL cs.LG stat.ML 57%

Explainable Prediction of Medical Codes from Clinical Text

James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments NAACL 2018

1804.03224 2018-04-11 cs.CV 57%

Exploiting Partial Structural Symmetry For Patient-Specific Image Augmentation in Trauma Interventions

Javad Fotouhi, Mathias Unberath, Giacomo Taylor, Arash Ghaani Farashahi, Bastian Bier, Russell H. Taylor, Greg M. Osgood, M. D., Mehran Armand, Nassir Navab

专题命中临床大模型：CT(abstract)；分类 cs.CV

Comments JF, MU, and GT have contributed equally

1803.09533 2018-03-28 cs.CY cs.LG stat.ML 57%

Deep Representation for Patient Visits from Electronic Health Records

Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

1701.04010 2018-01-04 cs.CV 57%

Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors

Aditya A. Shastri, Deepti Tamrakar, Kapil Ahuja

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments 28 Pages, 8 Figures, and 7 Tables

1711.10448 2017-12-12 cs.CV 57%

DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification

Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments Submitted to IEEE Access Journal

1711.11536 2017-12-01 cs.CY cs.LG 57%

Predicting Severe Sepsis Using Text from the Electronic Health Record

Phil Culliton, Michael Levinson, Alice Ehresman, Joshua Wherry, Jay S. Steingrub, Stephen I. Gallant

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments Accepted at workshop on Machine Learning For Health at the conference on Neural Information Processing Systems, 2017. Near-final draft version

1711.05586 2017-11-16 cs.CV 57%

People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting

Mark Marsden, Kevin McGuinness, Suzanne Little, Ciara E. Keogh, Noel E. O'Connor

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments 10 pages

1602.03686 2017-06-22 cs.LG cs.NE 57%

Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction

Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments 45 pages

1706.03182 2017-06-13 cs.CV 57%

Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm

Chenchu Xu, Lei Xu, Zhifan Gao, Shen zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo Ghista, Shuo Li

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

1612.01812 2016-12-07 cs.LG 57%

Control Matching via Discharge Code Sequences

Dang Nguyen, Wei Luo, Dinh Phung, Svetha Venkatesh

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments 5 pages

1605.05757 2016-11-01 cs.CV 57%

Robust Image Descriptors for Real-Time Inter-Examination Retargeting in Gastrointestinal Endoscopy

Menglong Ye, Edward Johns, Benjamin Walter, Alexander Meining, Guang-Zhong Yang

专题命中临床大模型：diagnosis(abstract)；分类 cs.CV

Comments This paper was presented in MICCAI 2016 conference, and a DOI was linked to the publisher's version

1511.05942 2016-09-29 cs.LG 57%

Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

Comments Presented at 2016 Machine Learning and Healthcare Conference (MLHC 2016), Los Angeles, CA

1609.01586 2016-09-07 cs.LG cs.CL 57%

A Bootstrap Machine Learning Approach to Identify Rare Disease Patients from Electronic Health Records

Ravi Garg, Shu Dong, Sanjiv Shah, Siddhartha R Jonnalagadda

专题命中临床大模型：diagnosis(abstract)；分类 cs.LG

1. 临床大模型 951 篇

Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset

Multi-task Prediction of Patient Workload

Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine

Convolutional herbal prescription building method from multi-scale facial features

Alternating Loss Correction for Preterm-Birth Prediction from EHR Data with Noisy Labels

Disease phenotyping using deep learning: A diabetes case study

Automatic Emphysema Detection using Weakly Labeled HRCT Lung Images

Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction

Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables

Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data

Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos

Synthetic Patient Generation: A Deep Learning Approach Using Variational Autoencoders

Multi-Label Learning from Medical Plain Text with Convolutional Residual Models

RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data

Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection

Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment

Explainable Prediction of Medical Codes from Clinical Text

Exploiting Partial Structural Symmetry For Patient-Specific Image Augmentation in Trauma Interventions

Deep Representation for Patient Visits from Electronic Health Records

Density-Wise Two Stage Mammogram Classification using Texture Exploiting Descriptors

DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification

Predicting Severe Sepsis Using Text from the Electronic Health Record

People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting

Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction

Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm

Control Matching via Discharge Code Sequences

Robust Image Descriptors for Real-Time Inter-Examination Retargeting in Gastrointestinal Endoscopy

Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

A Bootstrap Machine Learning Approach to Identify Rare Disease Patients from Electronic Health Records