Probabilistic domain-knowledge modeling of disorder pathogenesis for dynamics forecasting of acute onset

Key genes and co-expression modules involved in asthma pathogenesis

(2020) Yuyi Huang et al.   PeerJ

Missing data imputation and synthetic data simulation through Modeling Graphical Probabilistic Dependencies between Variables (ModGraProDep): an application to breast cancer survival

(2020) Mireia Vilardell et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Protein–protein interaction network with machine learning models and multiomics data reveal potential neurodegenerative disease-related proteins

(2020) Xinjian Yu et al.   HUMAN MOLECULAR GENETICS

Temporal tree representation for similarity computation between medical patients

(2020) Suresh Pokharel et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Extracting Deep Features from Short ECG Signals for Early Atrial Fibrillation Detection

(2020) Xiaodan Wu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Bayesian networks in healthcare: Distribution by medical condition

(2020) Scott McLachlan et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Implementation of an ontological reasoning to support the guideline-based management of primary breast cancer patients in the DESIREE project

(2020) Jacques Bouaud et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network

(2020) Zhan Wu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Identification of Alzheimer's Disease Based on Wavelet Transformation Energy Feature of the Structural MRI Image and NN Classifier

(2020) Jinwang Feng et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

3D Deformation Patterns of S Shaped Elastic Rods as a Pathogenesis Model for Spinal Deformity in Adolescent Idiopathic Scoliosis

(2019) Saba Pasha   Scientific Reports

Translational Challenges in Atrial Fibrillation

(2018) Jordi Heijman et al.   CIRCULATION RESEARCH

Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning

(2018) Zhongyi Han et al.   NEUROINFORMATICS

Obesity and Atrial Fibrillation Prevalence, Pathogenesis, and Prognosis

(2017) Carl J. Lavie et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

The Chicken-or-Egg Debate in OSA Pathogenesis

(2017) Robert Owens et al.   SLEEP

Obstructive sleep apnoea pathogenesis from mild to severe: Is it all the same?

(2016) Bradley A. Edwards et al.   RESPIROLOGY

Nonlinear Dynamics Forecasting of Obstructive Sleep Apnea Onsets

(2016) Trung Q. Le et al.   PLoS One

Inflammation and the pathogenesis of atrial fibrillation

(2015) Yu-Feng Hu et al.   Nature Reviews Cardiology

Machine learning applications in genetics and genomics

(2015) Maxwell W. Libbrecht et al.   NATURE REVIEWS GENETICS

Radiomic Machine-Learning Classifiers for Prognostic Biomarkers of Head and Neck Cancer

(2015) Chintan Parmar et al.   Frontiers in Oncology

Neurodegeneration in the Pathogenesis of Diabetic Retinopathy: Molecular Mechanisms and Therapeutic Implications

(2013) Maxwell Stem et al.   CURRENT MEDICINAL CHEMISTRY

Real-Time Lumped Parameter Modeling of Cardiovascular Dynamics Using Electrocardiogram Signals: Toward Virtual Cardiovascular Instruments

(2013) Trung Q. Le et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Arousal from sleep: implications for obstructive sleep apnea pathogenesis and treatment

(2013) Danny J. Eckert et al.   JOURNAL OF APPLIED PHYSIOLOGY

Wireless Wearable Multisensory Suite and Real-Time Prediction of Obstructive Sleep Apnea Episodes

(2013) T. Q. Le et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Intracoronary cardiosphere-derived cells for heart regeneration after myocardial infarction (CADUCEUS): a prospective, randomised phase 1 trial

(2012) Raj R Makkar et al.   LANCET

Analysis of the dynamics of a delayed HIV pathogenesis model

(2010) Zhixing Hu et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Obstructive Sleep Apnoea: From pathogenesis to treatment: Current controversies and future directions

(2010) Peter R. EASTWOOD et al.   RESPIROLOGY

Oscillatory viral dynamics in a delayed HIV pathogenesis model

(2009) Yan Wang et al.   MATHEMATICAL BIOSCIENCES

Current concepts in the pathogenesis of atrial fibrillation

(2008) Antonios Kourliouros et al.   AMERICAN HEART JOURNAL

Genomic and Epigenetic Instability in Colorectal Cancer Pathogenesis

(2008) William M. Grady et al.   GASTROENTEROLOGY

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS