Scholar
Jayroop Ramesh
Google Scholar ID: T6jQ738AAAAJ
University of Oxford
Citations & Impact
Citations
480
H-index
8
i10-index
8
Publications
20
Co-authors
33
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Published 27 papers with a total of 436 citations. Some notable works include:
- - Integrating Fitbit Wearables and Self-Reported Surveys for Machine Learning-Based State–Trait Anxiety Prediction
- - Semi-Supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model
- - Machine Learning Prediction of Agitation in Dementia Patients Using Sleep and Physiological Data
- - Automated Fetal Biometry Assessment with Deep Ensembles Using Sparse-Sampling of 2D Intrapartum Ultrasound Images
- - Transferring Learned ECG Representations for Deep Neural Network Classification of Atrial Fibrillation with Photoplethysmography
Research Experience
- Conducted research at Assim Sagahyroon's Lab; involved in multiple research projects such as integrating Fitbit wearables and self-reported surveys for machine learning-based state–trait anxiety prediction, semi-supervised 3D medical segmentation from 2D natural images pretrained model, etc.
Education
- Bachelor of Engineering from the American University of Sharjah, Department of Computer Science and Engineering
Background
- Research interests include machine learning, medical image processing, and biomedical engineering. Specializes in Computer Science and Engineering.
