AIMC Topic: Disease Progression

Clear Filters Showing 511 to 520 of 783 articles

Machine learning models to predict disease progression among veterans with hepatitis C virus.

PloS one Jan 4, 2019
BACKGROUND: Machine learning (ML) algorithms provide effective ways to build prediction models using longitudinal information given their capacity to incorporate numerous predictor variables without compromising the accuracy of the risk prediction. C...
Disease Progression Models, Theoretical Hepatitis C, Chronic Proportional Hazards Models Veterans Humans Machine Learning Male Middle Aged
View on PubMed DOI

Predictors of Nodal and Metastatic Failure in Early Stage Non-small-cell Lung Cancer After Stereotactic Body Radiation Therapy.

Clinical lung cancer Dec 29, 2018
INTRODUCTION/BACKGROUND: Many patients with early stage non-small-cell lung cancer (ES-NSCLC) undergoing stereotactic body radiation therapy (SBRT) develop metastases, which is associated with poor outcomes. We sought to identify factors predictive o...
Treatment Failure Neoplasm Staging Humans Tumor Burden Radiotherapy Dosage Prognosis Radiosurgery Lung Neoplasms Retrospective Studies Carcinoma, Non-Small-Cell Lung Aged, 80 and over Follow-Up Studies Adult Lymphatic Metastasis Female Risk Factors Aged Male Middle Aged Disease Progression
View on PubMed DOI

Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks.

NeuroImage. Clinical Dec 18, 2018
We built and validated a deep learning algorithm predicting the individual diagnosis of Alzheimer's disease (AD) and mild cognitive impairment who will convert to AD (c-MCI) based on a single cross-sectional brain structural MRI scan. Convolutional n...
Disease Progression Deep Learning Cognitive Dysfunction Magnetic Resonance Imaging Alzheimer Disease Aged Aged, 80 and over Humans Male Neural Networks, Computer Middle Aged Female
View on PubMed DOI

Blood kidney injury molecule-1 predicts short and longer term kidney outcomes in patients undergoing diagnostic coronary and/or peripheral angiography-Results from the Catheter Sampled Blood Archive in Cardiovascular Diseases (CASABLANCA) study.

American heart journal Dec 7, 2018
BACKGROUND: Kidney injury is common in patients with cardiovascular disease.
Humans Glomerular Filtration Rate Coronary Angiography Hepatitis A Virus Cellular Receptor 1 Catheters Male Middle Aged Biomarkers Cardiovascular Diseases Disease Progression Prognosis Renal Insufficiency, Chronic Female Aged
View on PubMed DOI

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Parkinson's Disease (PD) is one of the most prevalent neurodegenerative diseases that affects tens of millions of Americans. PD is highly progressive and heterogeneous. Quite a few studies have been conducted in recent years on predictive or disease ...
Brain Cohort Studies Disease Progression Models, Neurological Deep Learning Parkinson Disease Neuroimaging Humans Biomarkers
View on PubMed

Application of Machine Learning Methods to Predict Non-Alcoholic Steatohepatitis (NASH) in Non-Alcoholic Fatty Liver (NAFL) Patients.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Non-alcoholic fatty liver disease (NAFLD) is the leading cause of chronic liver disease worldwide. NAFLD patients have excessive liver fat (steatosis), without other liver diseases and without excessive alcohol consumption. NAFLD consists of a spectr...
Aspartate Aminotransferases Liver Function Tests Supervised Machine Learning Non-alcoholic Fatty Liver Disease Risk Factors Humans Hepatitis Disease Progression Liver Cirrhosis Aged Alanine Transaminase Fatty Liver Biomarkers Case-Control Studies Health Status Male Electronic Health Records Cohort Studies Decision Trees Logistic Models Middle Aged Female Diabetes Mellitus, Type 2
View on PubMed

A deep learning model for the detection of both advanced and early glaucoma using fundus photography.

PloS one Nov 27, 2018
PURPOSE: To build a deep learning model to diagnose glaucoma using fundus photography.
Deep Learning ROC Curve Logistic Models Fundus Oculi Image Interpretation, Computer-Assisted Diagnostic Techniques, Ophthalmological Humans Glaucoma Cross-Sectional Studies Disease Progression
View on PubMed DOI

Evaluation of serum and salivary interferon-γ levels in patients with oral lichen planus: a systematic review and meta-analysis of case-control studies.

Oral surgery, oral medicine, oral pathology and oral radiology Nov 24, 2018
OBJECTIVE: Cytokines have regulatory and leading roles in the immunopathogenesis of oral lichen planus (OLP). Here, we present the findings of a meta-analysis that evaluated serum and salivary interferon-γ (IFN-γ) levels in patients with OLP compared...
Humans Cytokines Disease Progression Interferon-gamma Lichen Planus, Oral Case-Control Studies Saliva
View on PubMed DOI

Machine Learning Algorithms Utilizing Functional Respiratory Imaging May Predict COPD Exacerbations.

Academic radiology Nov 23, 2018
RATIONALE AND OBJECTIVES: Acute chronic obstructive pulmonary disease exacerbations (AECOPD) have a significant negative impact on the quality of life and accelerate progression of the disease. Functional respiratory imaging (FRI) has the potential t...
Middle Aged Disease Progression Support Vector Machine Predictive Value of Tests Aged Aged, 80 and over Pulmonary Disease, Chronic Obstructive Male Tidal Volume Airway Resistance Functional Residual Capacity Humans Retrospective Studies Female
View on PubMed DOI

DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs.

Ophthalmology Nov 22, 2018
PURPOSE: In assessing the severity of age-related macular degeneration (AMD), the Age-Related Eye Disease Study (AREDS) Simplified Severity Scale predicts the risk of progression to late AMD. However, its manual use requires the time-consuming partic...
Prospective Studies Female Reproducibility of Results Risk Factors Aged Humans Models, Theoretical Area Under Curve Diagnostic Techniques, Ophthalmological Photography Retinal Drusen Geographic Atrophy Disease Progression Severity of Illness Index Diagnosis, Computer-Assisted Deep Learning Aged, 80 and over Sensitivity and Specificity Male Middle Aged
View on PubMed DOI
Popular Topics
Recent Journals