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Jayroop Ramesh
Jayroop Ramesh
在 reuben.ox.ac.uk 的电子邮件经过验证 - 首页
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A remote healthcare monitoring framework for diabetes prediction using machine learning
J Ramesh, R Aburukba, A Sagahyroon
Healthcare Technology Letters 8 (3), 45-57, 2021
892021
Atrial fibrillation classification with smart wearables using short-term heart rate variability and deep convolutional neural networks
J Ramesh, Z Solatidehkordi, R Aburukba, A Sagahyroon
Sensors 21 (21), 7233, 2021
382021
Towards validating the effectiveness of obstructive sleep apnea classification from electronic health records using machine learning
J Ramesh, N Keeran, A Sagahyroon, F Aloul
Healthcare 9 (11), 1450, 2021
282021
An IoT deep learning-based home appliances management and classification system
Z Solatidehkordi, J Ramesh, AR Al-Ali, A Osman, M Shaaban
Energy Reports 9, 503-509, 2023
152023
Machine Learning Approach for Smart Distribution Transformers Load Monitoring and Management System
J Ramesh, S Shahriar, AR Al-Ali, A Osman, MF Shaaban
Energies 15 (21), 7981, 2022
102022
Narrative integrated career exploration platform
S Shahriar, J Ramesh, M Towheed, T Ameen, A Sagahyroon, AR Al-Ali
Frontiers in Education 7, 798950, 2022
82022
Deep learning approach for smart home appliances monitoring and classification
J Ramesh, AR Al-Ali, A Al Nabulsi, A Osman, M Shaaban
2022 IEEE International Conference on Consumer Electronics (ICCE), 1-5, 2022
82022
Investigating the feasibility of assessing depression severity and valence-arousal with wearable sensors using discrete wavelet transforms and machine learning
A Ahmed, J Ramesh, S Ganguly, R Aburukba, A Sagahyroon, F Aloul
Information 13 (9), 406, 2022
72022
Evaluating multimodal wearable sensors for quantifying affective states and depression with neural networks
A Ahmed, J Ramesh, S Ganguly, R Aburukba, A Sagahyroon, F Aloul
IEEE Sensors Journal, 2023
52023
Big Data and IoT System for Utility Power Planning using Commercial Cloud Database
J Ramesh, R Aburukba, AR Al-Ali
2020 International Conference on Electrical, Communication, and Computer …, 2020
42020
Cloud infrastructure-as-a-service testbed implementation using OpenStack
J Ramesh, D Sankalpa, R Aburukba, M Elsakhawy
2022 International Symposium on Networks, Computers and Communications …, 2022
32022
Explainable Machine Learning for Vitamin A Deficiency Classification in Schoolchildren
J Ramesh, D Sankalpa, A Khamis, A Sagahyroon, F Aloul
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022
22022
Using generative adversarial networks for conditional creation of Anime posters
D Sankalpa, J Ramesh, I Zualkernan
2022 IEEE International Conference on Industry 4.0, Artificial Intelligence …, 2022
22022
Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos
J Ramesh, NK Dinsdale, PH Yeung, AIL Namburete
arXiv preprint arXiv:2405.13235, 2024
2024
Uncertainty-aware classification of tuberculosis subtypes with machine learning techniques and probabilistic calibration
J Ramesh, Z Solatidehkordi, D Sankalpa, A Khamis, A Sagahyroon, ...
AIP Conference Proceedings 3034 (1), 2024
2024
Deep Learning Approach for Wind Energy Time-Series Forecasting with Environmental Factors
UM Iqbal, J Ramesh, AR Al-Ali
2023 International Conference on Power and Renewable Energy Engineering …, 2023
2023
A Survey of Machine Learning Approaches for Detecting Depression Using Smartphone Data
Z Solatidehkordi, J Ramesh, M Pasquier, A Sagahyroon, F Aloul
2022 IEEE International Conference on Industry 4.0, Artificial Intelligence …, 2022
2022
Artificial Intelligence for Assessing the Correlation Between Sleep Apnoea and Comorbidities
J Ramesh
2022
Smart Monitoring System for Stroke Rehabilitation
M Al Atallah, Z Jamil, H Khafagy, M Ummar, F Aloul, A Sagahyroon
2021 IEEE International Conference on Internet of Things and Intelligence …, 2021
2021
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