AIMC Topic: Disease Progression

Clear Filters Showing 351 to 360 of 783 articles

Deep recurrent model for individualized prediction of Alzheimer's disease progression.

NeuroImage May 13, 2021
Alzheimer's disease (AD) is known as one of the major causes of dementia and is characterized by slow progression over several years, with no treatments or available medicines. In this regard, there have been efforts to identify the risk of developin...
Biomarkers Prognosis Female Aged Aged, 80 and over Humans Cognitive Dysfunction Longitudinal Studies Magnetic Resonance Imaging Alzheimer Disease Neuropsychological Tests Male Middle Aged Disease Progression Deep Learning
View on PubMed DOI

Hybrid dilation and attention residual U-Net for medical image segmentation.

Computers in biology and medicine May 11, 2021
Medical image segmentation is a typical task in medical image processing and critical foundation in medical image analysis. U-Net is well-liked in medical image segmentation, but it doesn't fully explore useful features of the channel and capitalize ...
Lung Image Processing, Computer-Assisted Dilatation Humans Neural Networks, Computer Disease Progression
View on PubMed DOI

Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning.

PloS one Apr 16, 2021
OBJECTIVE: To assess whether machine learning algorithms (MLA) can predict eyes that will undergo rapid glaucoma progression based on an initial visual field (VF) test.
Disease Progression Glaucoma Visual Field Tests Machine Learning Female Humans Prognosis Aged Male Middle Aged
View on PubMed DOI

Can perihaematomal radiomics features predict haematoma expansion?

Clinical radiology Apr 13, 2021
AIM: To evaluate the association between perihaematomal radiomics features and haematoma expansion (HE).
Radiographic Image Interpretation, Computer-Assisted Hematoma Female Reproducibility of Results Aged Male Support Vector Machine Cerebral Hemorrhage Humans Predictive Value of Tests Brain Middle Aged Retrospective Studies Disease Progression Tomography, X-Ray Computed
View on PubMed DOI

Deep learning approach to predict pain progression in knee osteoarthritis.

Skeletal radiology Apr 9, 2021
OBJECTIVE: To develop and evaluate deep learning (DL) risk assessment models for predicting pain progression in subjects with or at risk of knee osteoarthritis (OA).
Deep Learning Longitudinal Studies Knee Joint Pain Osteoarthritis, Knee Female Male Middle Aged Disease Progression Humans Retrospective Studies
View on PubMed DOI

Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data.

Nature communications Apr 6, 2021
Multiple sclerosis (MS) can be divided into four phenotypes based on clinical evolution. The pathophysiological boundaries of these phenotypes are unclear, limiting treatment stratification. Machine learning can identify groups with similar features ...
Unsupervised Machine Learning Randomized Controlled Trials as Topic Models, Biological Multiple Sclerosis Male Middle Aged Disease Progression Magnetic Resonance Imaging Databases as Topic Recurrence Placebos Female Reproducibility of Results Adult Humans
View on PubMed DOI

Derivation and validation of a machine learning risk score using biomarker and electronic patient data to predict progression of diabetic kidney disease.

Diabetologia Apr 2, 2021
AIM: Predicting progression in diabetic kidney disease (DKD) is critical to improving outcomes. We sought to develop/validate a machine-learned, prognostic risk score (KidneyIntelX™) combining electronic health records (EHR) and biomarkers.
Machine Learning Biomarkers Prognosis Electronic Health Records Female Humans Cohort Studies Diabetic Nephropathies United States Glomerular Filtration Rate Kidney Function Tests Predictive Value of Tests Risk Factors Adult Aged Male Aged, 80 and over Middle Aged Young Adult Disease Progression
View on PubMed DOI

Early Coaching to Increase Water Intake in CKD.

Annals of nutrition & metabolism Mar 29, 2021
INTRODUCTION: In observational studies, increased water intake improves kidney function but not in adults with CKD stage 3 and more. CKD WIT trial has shown a nonsignificant gradual decline in kidney function after 1 year of coaching to increase wate...
Renal Insufficiency, Chronic Humans Mentoring Middle Aged Glomerular Filtration Rate Prospective Studies Drinking Disease Progression Female Drinking Behavior Water Male Kidney
View on PubMed DOI

Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures.

Parkinsonism & related disorders Mar 7, 2021
INTRODUCTION: Predictive biomarkers of Parkinson's Disease progression are needed to expedite neuroprotective treatment development and facilitate prognoses for patients. This work uses measures derived from resting-state functional magnetic resonanc...
Cerebellum Cerebral Cortex Nerve Net Default Mode Network Functional Neuroimaging Follow-Up Studies Humans Magnetic Resonance Imaging Aged Machine Learning Parkinson Disease Male Biomarkers Middle Aged Prognosis Disease Progression Female Severity of Illness Index Reproducibility of Results
View on PubMed DOI

Investigating the relationship between the SNCA gene and cognitive abilities in idiopathic Parkinson's disease using machine learning.

Scientific reports Mar 1, 2021
Cognitive impairments are prevalent in Parkinson's disease (PD), but the underlying mechanisms of their development are unknown. In this study, we aimed to predict global cognition (GC) in PD with machine learning (ML) using structural neuroimaging, ...
Humans Machine Learning Female Aged Middle Aged Disease Progression Cognitive Dysfunction Aged, 80 and over Male Parkinson Disease alpha-Synuclein Cognition Disorders Neuroimaging
View on PubMed DOI
Popular Topics
Recent Journals