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09/11/2023
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images
The retina is the only part of the human body in which blood vessels can...
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08/22/2022
Atrial Fibrillation Recurrence Risk Prediction from 12-lead ECG Recorded Pre- and Post-Ablation Procedure
Introduction: 12-lead electrocardiogram (ECG) is recorded during atrial ...
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08/22/2022
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations
Introduction: For supervised deep learning (DL) tasks, researchers need ...
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07/31/2022
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel Segmentation
Introduction: Blood vessels can be non-invasively visualized from a digi...
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07/20/2022
Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes
To drive health innovation that meets the needs of all and democratize h...
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07/16/2022
Building Trust: Lessons from the Technion-Rambam Machine Learning in Healthcare Datathon Event
A datathon is a time-constrained competition involving data science appl...
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07/13/2022
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG
Objective: Machine learning techniques have been used extensively for 12...
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05/11/2022
Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit
Objective: Epileptic seizures are relatively common in critically-ill ch...
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05/02/2022
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading
Objective: Ophthalmological pathologies such as glaucoma, diabetic retin...
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02/11/2022
SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography
Introduction: Sleep staging is an essential component in the diagnosis o...
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12/10/2020
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
Objective: Chronic obstructive pulmonary disease (COPD) is a highly prev...
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05/18/2020