Jayroop Ramesh

According to our database, Jayroop Ramesh authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos.

Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li

CoRR, February, 2026

Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.

Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li

Medical Image Anal., 2026

Adapting EHR Foundational Models to Predict Diabetes Complications with Precision Explainability.

Timothy Joseph, Ahmed Dhaouadi, Jayroop Ramesh, Assim Sagahyroon, Fadi A. Aloul

Mach. Learn. Knowl. Extr., 2026

2025

Interpretable Machine Learning Models for Vitamin A Deficiency Screening in School-Aged Children.

Jayroop Ramesh, Stalin Sabu Thomas, Amar Khamis, Assim Sagahyroon, Fadi A. Aloul, Adel Rushood

IEEE Access, 2025

Semi-supervised 3D Medical Segmentation from 2D Natural Images Pretrained Model.

Pak-Hei Yeung, Jayroop Ramesh, Pengfei Lyu, Ana I. L. Namburete, Jagath C. Rajapakse

Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025

2024

Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos.

Jayroop Ramesh, Nicola K. Dinsdale, INTERGROWTH-21 Consortium, Pak-Hei Yeung, Ana I. L. Namburete

CoRR, 2024

Minimizing Virtual Machine Live Migration Latency for Proactive Fault Tolerance Using an ILP Model With Hybrid Genetic and Simulated Annealing Algorithms.

Jayroop Ramesh, Zahra Solatidehkordi, Khaled El-Fakih, Raafat Aburukba

IEEE Access, 2024

Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos.

Jayroop Ramesh, Nicola K. Dinsdale, Pak-Hei Yeung, Ana I. L. Namburete

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Automated Fetal Biometry Assessment with Deep Ensembles Using Sparse-Sampling of 2D Intrapartum Ultrasound Images.

Jayroop Ramesh, Valentin Bacher, Mark C. Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale

Proceedings of the Intrapartum Ultrasound - MICCAI 2024 Grand Challenge, 2024

2022

Investigating the Feasibility of Assessing Depression Severity and Valence-Arousal with Wearable Sensors Using Discrete Wavelet Transforms and Machine Learning.

Abdullah Ahmed, Jayroop Ramesh, Sandipan Ganguly, Raafat Aburukba, Assim Sagahyroon, Fadi A. Aloul

Inf., 2022

Cloud Infrastructure-as-a-Service Testbed Implementation using OpenStack.

Jayroop Ramesh, Donthi Sankalpa, Raafat Aburukba, Mohamed Elsakhawy

Proceedings of the International Symposium on Networks, Computers and Communications, 2022

Deep Learning Approach for Smart Home Appliances Monitoring and Classification.

Jayroop Ramesh, Abdul-Rahman Al-Ali, Ahmad Al Nabulsi, Ahmed H. Osman, Mostafa F. Shaaban

Proceedings of the IEEE International Conference on Consumer Electronics, 2022

Explainable Machine Learning for Vitamin A Deficiency Classification in Schoolchildren.

Jayroop Ramesh, Donthi Sankalpa, Amar Khamis, Assim Sagahyroon, Fadi A. Aloul

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Atrial Fibrillation Classification with Smart Wearables Using Short-Term Heart Rate Variability and Deep Convolutional Neural Networks.

Jayroop Ramesh, Zahra Solatidehkordi, Raafat Aburukba, Assim Sagahyroon

Sensors, 2021