Personal information

Websites & social links

http://users.rowan.edu/~bouaynaya/

Keywords

Genomic signal processing

Countries

United States

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Education and qualifications (1)

University of Illinois at Chicago: Chicago, IL, US

2007-08 | PhD (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Nidhal Bouaynaya

Works (8)

Brain-Inspired Continual Learning: Robust Feature Distillation and Re-Consolidation for Class Incremental Learning

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3369488
Contributors: Hikmat Khan; Nidhal Carla Bouaynaya; Ghulam Rasool
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Crossref

Robust AI-Driven Segmentation of Glioblastoma T1c and FLAIR MRI Series and the Low Variability of the MRIMath© Smart Manual Contouring Platform

Diagnostics
2024-05-21 | Journal article
DOI: 10.3390/diagnostics14111066
Contributors: Yassine Barhoumi; Abdul Hamid Fattah; Nidhal Bouaynaya; Fanny Moron; Jinsuh Kim; Hassan M. Fathallah-Shaykh; Rouba A. Chahine; Houman Sotoudeh
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Crossref

Efficient Scopeformer: Toward Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3301160
Contributors: Yassine Barhoumi; Nidhal Carla Bouaynaya; Ghulam Rasool
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Crossref

EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3300242
Contributors: Ian E. Nielsen; Ravi P. Ramachandran; Nidhal Bouaynaya; Hassan M. Fathallah-Shaykh; Ghulam Rasool
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Crossref

TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs

IEEE Transactions on Knowledge and Data Engineering
2023 | Journal article
DOI: 10.1109/TKDE.2023.3288628
Contributors: Dimah Dera; Sabeen Ahmed; Nidhal C. Bouaynaya; Ghulam Rasool
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Crossref

Automatic Alignment of Fractured Femur: Integration of Robot and Optical Tracking System

IEEE Robotics and Automation Letters
2023-05 | Journal article
DOI: 10.1109/LRA.2023.3251198
Contributors: Marzieh S. Saeedi-Hosseiny; Fayez Alruwaili; Michael P. Clancy; Emily A. Corson; Sean McMillan; Charalampos Papachristou; Nidhal C. Bouaynaya; Iulian I. Iordachita; Mohammad H. Abedin-Nasab
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Crossref

PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks

IEEE Transactions on Signal Processing
2021 | Journal article
DOI: 10.1109/TSP.2021.3096804
Contributors: Dimah Dera; Nidhal Carla Bouaynaya; Ghulam Rasool; Roman Shterenberg; Hassan M. Fathallah-Shaykh
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Crossref

On the Convergence of Constrained Particle Filters

IEEE Signal Processing Letters
2017-06 | Journal article
DOI: 10.1109/LSP.2017.2696160
Contributors: Nesrine Amor; Nidhal Carla Bouaynaya; Roman Shterenberg; Souad Chebbi
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Crossref
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