Nidhal Bouaynaya

Joined

June 2019

Names

Nidhal Bouaynaya

Emails

****@rowan.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Electrical and Computer Engineering, Rowan University (rowan.edu)

2007 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Machine Learning

Present

Publications

Testing the Trust: Verification and Validation of Bayesian Segmentation under Uncertainty
Giuseppina Carannante, Nidhal Bouaynaya, Dimah Dera, Hassan Fathallah-Shaykh, Ghulam Rasool
- MIDL 2026 - Validation Papers Poster
- Readers: Everyone
Brain tumor segmentation and surveillance with deep artificial neural networks
Dimah Dera, Asim Waqas, Ghulam Rasool, Nidhal Bouaynaya, Hassan Fathallah-Shaykh
- Deep Learning for Biomedical Data Analysis: Techniques, Approaches, and Applications, Springer International Publishing
- Readers: Everyone
Failure Detection in Deep Neural Networks for Medical Imaging
Sabeen Ahmed, Dimah Dera, Muhammad Saud Ul Hassan, Nidhal Bouaynaya, Ghulam Rasool
- Frontiers in Medical Technology
- Readers: Everyone
TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs
Dimah Dera, Sabeen Ahmed, Nidhal Bouaynaya, Ghulam Rasool
- IEEE Transactions on Knowledge and Data Engineering
- Readers: Everyone
BaSIS-Net: From Point Estimate to Predictive Distribution in Neural Networks - A Bayesian Sequential Importance Sampling Framework
Giuseppina Carannante, Nidhal Bouaynaya, Ghulam Rasool, Lyudmila Mihaylova
- Accepted by TMLR
- Readers: Everyone

Co-Authors