医学 AI - arXivDaily 专题

2104.13479 2021-04-29 stat.ML cs.LG q-bio.QM 60%

Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology

Prachi Loliencar, Giseon Heo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

2006.03611 2020-11-26 q-bio.NC cs.LG 60%

Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge

Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart H. Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sebastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jennings Zhang, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments CNI-TLC was held in conjunction with MICCAI 2019

2008.01615 2020-08-05 q-bio.QM cs.LG 60%

Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning

Hanieh Marvi Khorasani, Hamid Usefi, Lourdes Peña-Castillo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments Scientific Reports, to appear

2006.12336 2020-06-23 q-bio.NC eess.SP 60%

Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data

Daniël van den Corput

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

Comments Master's Thesis, 16 pages, 2 figures

1912.05155 2020-05-26 physics.med-ph eess.IV physics.app-ph q-bio.QM 60%

Automated screening of sickle cells using a smartphone-based microscope and deep learning

Kevin de Haan, Hatice Ceylan Koydemir, Yair Rivenson, Derek Tseng, Elizabeth Van Dyne, Lissette Bakic, Doruk Karinca, Kyle Liang, Megha Ilango, Esin Gumustekin, Aydogan Ozcan

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

Comments 30 pages, 5 figures

Journal ref npj Digital Medicine (2020)

2005.10227 2020-05-21 q-bio.OT cs.LG 60%

Hemogram Data as a Tool for Decision-making in COVID-19 Management: Applications to Resource Scarcity Scenarios

Eduardo Avila, Marcio Dorn, Clarice Sampaio Alho, Alessandro Kahmann

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 14 pages, 5 figures, 2 tables, Tool Available at: http://sbcb.inf.ufrgs.br/covid

2005.02521 2020-05-07 q-bio.GN cs.LG q-bio.QM 60%

A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data

Vineet K Raghu, Xiaoyu Ge, Arun Balajee, Daniel J. Shirer, Isha Das, Panayiotis V. Benos, Panos K. Chrysanthis

专题命中诊断辅助：biomedical(abstract)；分类 cs.LG、q-bio

Comments 16 pages, 8 figures, Presented at the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BioKDD, 2019)

2004.05759 2020-04-14 q-bio.QM cs.IT eess.SP math.IT q-bio.BM 60%

Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments

Jirong Yi, Raghu Mudumbai, Weiyu Xu

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

Comments 11 pages

1803.05985 2020-03-27 stat.ML cs.LG q-bio.NC 60%

EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression

Milena Cukic, David Pokrajac, Miodrag Stokic, slobodan Simic, Vlada Radivojevic, Milos Ljubisavljevic

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 34 pages, 4 Figures, 2 tables

Journal ref Cognitive Neurodynamics Springer Nature March 2020

2002.07377 2020-02-19 physics.bio-ph eess.IV q-bio.QM 60%

High spatially sensitive quantitative phase imaging assisted with deep neural network for classification of human spermatozoa under stressed condition

Ankit Butola, Daria Popova, Dilip K Prasad, Azeem Ahmad, Anowarul Habib, Jean Claude Tinguely, Purusotam Basnet, Ganesh Acharya, Paramasivam Senthilkumaran, Dalip Singh Mehta, Balpreet Singh Ahluwalia

专题命中诊断辅助：biomedical(abstract)；分类 q-bio、eess.IV

1809.09973 2020-02-07 cs.CV physics.bio-ph physics.med-ph q-bio.QM 60%

MPRAD: A Multiparametric Radiomics Framework

Vishwa S. Parekh, Michael A. Jacobs

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、q-bio

Comments 32 pages, 7 figures

Journal ref Breast Cancer Res Treat (2020)

1910.10332 2020-01-27 q-bio.QM eess.SP math.SP 60%

Characterization of blood pressure and heart rate oscillations of POTS patients via uniform phase empirical mode decomposition

Justen Geddes, Jesper Mehlsen, Mette S. Olufsen

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

2001.03019 2020-01-10 q-bio.QM cs.LG q-bio.GN stat.ML 60%

Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods

Hilal Hacilar, O. Ufuk Nalbantoglu, Oya Aran, Burcu Bakir-Gungor

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 9 pages, 10 figures

1910.14098 2019-11-01 q-bio.NC cs.LG stat.ML 60%

Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity

Sahar Hojjatinia, Constantino M. Lagoa

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 8 pages, 12 figures

1910.09247 2019-10-22 physics.med-ph eess.IV q-bio.QM 60%

Distinguishing between paediatric brain tumour types using multi-parametric magnetic resonance imaging and machine learning: a multi-site study

James T. Grist, Stephanie Withey, Lesley MacPherson, Adam Oates, Stephen Powell, Jan Novak, Laurence Abernethy, Barry Pizer, Richard Grundy, Simon Bailey, Dipayan Mitra, Theodoros N. Arvanitis, Dorothee P. Auer, Shivaram Avula, Andrew C Peet

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

Comments 22 pages, 7 figures and tables

1902.10952 2019-10-11 stat.ML cs.LG q-bio.NC 60%

Monotonic Gaussian Process for Spatio-Temporal Disease Progression Modeling in Brain Imaging Data

Clement Abi Nader, Nicholas Ayache, Philippe Robert, Marco Lorenzi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

1908.07847 2019-08-22 cs.LG q-bio.QM stat.ML 60%

CUDA optimized Neural Network predicts blood glucose control from quantified joint mobility and anthropometrics

Sterling Ramroach, Andrew Dhanoo, Brian Cockburn, Ajay Joshi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 5 pages, 6 figures, conference paper: International Conference on Information System and Data Mining, published at https://dl.acm.org/citation.cfm?id=3325940

1908.06817 2019-08-20 cs.LG q-bio.GN stat.ML 60%

The efficacy of various machine learning models for multi-class classification of RNA-seq expression data

Sterling Ramroach, Melford John, Ajay Joshi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 12 pages, 4 figures, 3 tables, conference paper: Computing Conference 2019, published at https://link.springer.com/chapter/10.1007/978-3-030-22871-2_65

1907.01901 2019-07-04 q-bio.QM cs.LG stat.ML 60%

High-Throughput Machine Learning from Electronic Health Records

Ross S. Kleiman, Paul S. Bennett, Peggy L. Peissig, Richard L. Berg, Zhaobin Kuang, Scott J. Hebbring, Michael D. Caldwell, David Page

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

1811.04344 2019-05-03 q-bio.QM cs.LG stat.ML 60%

Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders

Jen J. Gong, Abigail Z. Jacobs, Toby E. Stuart, Mathijs de Vaan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments Withdrawn pending data use agreement clarification

1901.09187 2019-01-29 cs.LG q-bio.QM stat.ML 60%

Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm

Ricards Marcinkevics, Steven Kelk, Carlo Galuzzi, Berthold Stegemann

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

1812.01779 2018-12-06 q-bio.QM cs.LG cs.SD eess.AS stat.ML 60%

Voice Disorder Detection Using Long Short Term Memory (LSTM) Model

Vibhuti Gupta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

1810.01485 2018-11-16 q-bio.NC cs.LG 60%

PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data

Patrick Schwab, Walter Karlen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments AAAI Conference on Artificial Intelligence 2019

1810.13247 2018-11-01 cs.LG q-bio.QM stat.ML 60%

Application of Deep Learning on Predicting Prognosis of Acute Myeloid Leukemia with Cytogenetics, Age, and Mutations

Mei Lin, Vanya Jaitly, Iris Wang, Zhihong Hu, Lei Chen, Md. Amer Wahed, Zeyad Kanaan, Adan Rios, Andy N. D. Nguyen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 11 pages, 1 table, 1 figure. arXiv admin note: substantial text overlap with arXiv:1801.01019

1808.08296 2018-08-28 cs.CV cs.AI q-bio.NC 60%

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI

Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、q-bio

Comments 8 pagers, accepted by MICCAI 2018

1709.03028 2018-08-21 cs.CV q-bio.QM 60%

Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images

Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Michael Mooney, Nikolay Martirosyan, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、q-bio

Comments The related work was updated

1711.08198 2018-02-23 q-bio.QM cs.LG 60%

A multiobjective deep learning approach for predictive classification in Neuroblastoma

Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments NIPS ML4H workshop 2017 & MAQC 2018

1801.04510 2018-02-12 cs.LG q-bio.NC stat.ML 60%

Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification

Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 9 pages, 5 figures, Accepted by SDM-2018

1712.05289 2018-01-18 eess.SP q-bio.QM 60%

A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory

Haichun Liu, TianHong Zhang, Yumeng Ye, Changchun Pan, Genke Yang, JiJun Wang, Robert C. Qiu

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

Comments 9 pages, 5 figures. arXiv admin note: text overlap with arXiv:1503.08445 by other authors

1712.00843 2017-12-05 q-bio.MN cs.LG cs.SI 60%

Large-scale analysis of disease pathways in the human interactome

Monica Agrawal, Marinka Zitnik, Jure Leskovec

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、q-bio

Journal ref Pacific Symposium on Biocomputing 23:111-122(2018)

1. 诊断辅助 8272 篇

Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology

Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge

Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning

Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data

Automated screening of sickle cells using a smartphone-based microscope and deep learning

Hemogram Data as a Tool for Decision-making in COVID-19 Management: Applications to Resource Scarcity Scenarios

A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data

Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments

EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression

High spatially sensitive quantitative phase imaging assisted with deep neural network for classification of human spermatozoa under stressed condition

MPRAD: A Multiparametric Radiomics Framework

Characterization of blood pressure and heart rate oscillations of POTS patients via uniform phase empirical mode decomposition

Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods

Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity

Distinguishing between paediatric brain tumour types using multi-parametric magnetic resonance imaging and machine learning: a multi-site study

Monotonic Gaussian Process for Spatio-Temporal Disease Progression Modeling in Brain Imaging Data

CUDA optimized Neural Network predicts blood glucose control from quantified joint mobility and anthropometrics

The efficacy of various machine learning models for multi-class classification of RNA-seq expression data

High-Throughput Machine Learning from Electronic Health Records

Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders

Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm

Voice Disorder Detection Using Long Short Term Memory (LSTM) Model

PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data

Application of Deep Learning on Predicting Prognosis of Acute Myeloid Leukemia with Cytogenetics, Age, and Mutations

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI

Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images

A multiobjective deep learning approach for predictive classification in Neuroblastoma

Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification

A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory

Large-scale analysis of disease pathways in the human interactome