AI Innovations in rPPG Systems for Driver Monitoring: Comprehensive Systematic Review and Future Prospects

Authors: Soha G. Ahmed, Katrien Verbert, Nazar Zaki, Ashraf Khalil, Hamad Aljassmi, Fady Alnajjar

Source: IEEE Access, Vol 13, Pp 22893-22918 (2025)

Subject Terms: Automotive safety, deep learning, driver monitoring, machine learning, physiological signals, rPPG, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10856104/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/66714034767143768074c523cabd674b

Investigating the impacts of auditory and visual feedback in advanced driver assistance systems: a pilot study on driver behavior and emotional response

Authors: Zhao Zou, Aila Khan, Michael Lwin, Fady Alnajjar, Omar Mubin

Source: Frontiers in Computer Science, Vol 6 (2025)

Subject Terms: robot voice, emotion detecting, advanced driver assistance systems, human-robot interaction, humanoid agents, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fcomp.2024.1499165/full; https://doaj.org/toc/2624-9898

Access URL: https://doaj.org/article/c7408834831e4b6691a91add46a1da4e

Evaluating segment anything model (SAM) on MRI scans of brain tumors

Authors: Luqman Ali, Fady Alnajjar, Muhammad Swavaf, Omar Elharrouss, Alaa Abd-alrazaq, Rafat Damseh

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/4cfbb508ca624a90b9aba1ac36b8388a

Rs-net: Residual Sharp U-Net architecture for pavement crack segmentation and severity assessment

Authors: Luqman Ali, Hamad AlJassmi, Mohammed Swavaf, Wasif Khan, Fady Alnajjar

Source: Journal of Big Data, Vol 11, Iss 1, Pp 1-27 (2024)

Subject Terms: Pavement deterioration, Crack detection, Improved U-Net, U-Net, Deep Learning, Severity Assessment, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/56d8bc6d7b0247919b432f9942fb39b8

Integrating AI-based and conventional cybersecurity measures into online higher education settings: Challenges, opportunities, and prospects

Authors: Medha Mohan Ambali Parambil, Jaloliddin Rustamov, Soha Galalaldin Ahmed, Zahiriddin Rustamov, Ali Ismail Awad, Nazar Zaki, Fady Alnajjar

Source: Computers and Education: Artificial Intelligence, Vol 7, Iss , Pp 100327- (2024)

Subject Terms: Higher education, Online education systems, E-learning systems, Cybersecurity, Artificial intelligence, Ethics and privacy, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666920X24001309; https://doaj.org/toc/2666-920X

Access URL: https://doaj.org/article/abbf54cffe78419ab0dc19e0ab417908

A pilot study of measuring emotional response and perception of LLM-generated questionnaire and human-generated questionnaires

Authors: Zhao Zou, Omar Mubin, Fady Alnajjar, Luqman Ali

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/d4518c76740446ccb484f76a34505db3

Horizontal and Vertical Part-Wise Feature Extraction for Cross-View Gait Recognition

Authors: Md. Zasim Uddin, Kamrul Hasan, Md Atiqur Rahman Ahad, Fady Alnajjar

Source: IEEE Access, Vol 12, Pp 185511-185527 (2024)

Subject Terms: Gait recognition, deep learning, global and local Part-based, horizontal and vertical part-based, horizontal and vertical pyramid mapping, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10786216/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/4ef8f84f258d46d5a4073f1a89ccb5e6

Tracking ChatGPT Research: Insights From the Literature and the Web

Authors: Omar Mubin, Fady Alnajjar, Zouheir Trabelsi, Luqman Ali, Medha Mohan Ambali Parambil, Zhao Zou

Source: IEEE Access, Vol 12, Pp 30518-30532 (2024)

Subject Terms: ChatGPT, artificial intelligence, natural language processing, NLM, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10410841/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/68e8bafe6a084c2ea8ea1600f14d2c45

Predicting Hospital Stay Length Using Explainable Machine Learning

Authors: Belal S. Alsinglawi, Fady Alnajjar, Mohammed S. Alorjani, Osama Mohammed Al-Shari, Mauricio Novoa Munoz, Omar Mubin

Source: IEEE Access, Vol 12, Pp 90571-90585 (2024)

Subject Terms: Healthcare decision support systems, explainable artificial intelligence, machine learning, XGBOOST, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10577969/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/bab5fb9e200d45d1a87d1f55387ff3aa

Navigating the YOLO Landscape: A Comparative Study of Object Detection Models for Emotion Recognition

Authors: Medha Mohan Ambali Parambil, Luqman Ali, Muhammed Swavaf, Salah Bouktif, Munkhjargal Gochoo, Hamad Aljassmi, Fady Alnajjar

Source: IEEE Access, Vol 12, Pp 109427-109442 (2024)

Subject Terms: Emotion recognition, performance evaluation, YOLOv5, YOLOv7, YOLOv8, YOLOv9, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10623625/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/4c48c1f5123848afa93b181c97429d51

Improving Gait Recognition Through Occlusion Detection and Silhouette Sequence Reconstruction

Authors: Kamrul Hasan, Md. Zasim Uddin, Ausrukona Ray, Mahmudul Hasan, Fady Alnajjar, Md Atiqur Rahman Ahad

Source: IEEE Access, Vol 12, Pp 158597-158610 (2024)

Subject Terms: Deep learning, feature extraction for gait recognition, gait recognition, gait recognition against occlusion, occlusion detection and reconstruction, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10720934/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/5a23b26505ff48fcbeb6f3d9337f6d80

Improving Diabetes Education and Metabolic Control in Children Using Social Robots: A Randomized Trial

Authors: Tareq Alhmiedat, Laila A. AlBishi, Fady Alnajjar, Mohammed Alotaibi, Ashraf M. Marei, Rakan Shalayl

Source: Technologies, Vol 12, Iss 11, p 209 (2024)

Subject Terms: type 1 diabetes mellitus (T1DM), robot-assisted education, pediatric diabetes management, Pepper robot, knowledge acquisitions, metabolic control, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/2227-7080/12/11/209; https://doaj.org/toc/2227-7080

Access URL: https://doaj.org/article/75697785276a476183b31ca48af67d9e

An explainable machine learning framework for lung cancer hospital length of stay prediction

Authors: Belal Alsinglawi, Osama Alshari, Mohammed Alorjani, Omar Mubin, Fady Alnajjar, Mauricio Novoa, Omar Darwish

Source: Scientific Reports, Vol 12, Iss 1, Pp 1-10 (2022)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/56b38b47937e4343a73d171e09df24e5

On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders

Authors: Abdelkader Nasreddine Belkacem, Nuraini Jamil, Sumayya Khalid, Fady Alnajjar

Source: Frontiers in Human Neuroscience, Vol 17 (2023)

Subject Terms: brain stimulation, closed-loop BCI, neurodegenerative diseases, psychiatric diseases, brain computer interface (BCI), Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnhum.2023.1085173/full; https://doaj.org/toc/1662-5161

Access URL: https://doaj.org/article/06cc9ec0737149a99320f0a54b619ca2

PedaleoVR: Usability study of a virtual reality application for cycling exercise in patients with lower limb disorders and elderly people

Authors: Ana Rojo, Arantxa Castrillo, Cristina López, Luis Perea, Fady Alnajjar, Juan C. Moreno, Rafael Raya

Source: PLoS ONE, Vol 18, Iss 2 (2023)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9946226/?tool=EBI; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/89890534b0de4a17b7166e8469dbf550

Speech Emotion Recognition by Late Fusion for Bidirectional Reservoir Computing With Random Projection

Authors: Hemin Ibrahim, Chu Kiong Loo, Fady Alnajjar

Source: IEEE Access, Vol 9, Pp 122855-122871 (2021)

Subject Terms: Speech emotion recognition, reservoir computing, time series classification, random projection, recurrent neural network, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9522131/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/c24cb2f79cb34dedab36ee21759a26db

MH UNet: A Multi-Scale Hierarchical Based Architecture for Medical Image Segmentation

Authors: Parvez Ahmad, Hai Jin, Roobaea Alroobaea, Saqib Qamar, Ran Zheng, Fady Alnajjar, Fathia Aboudi

Source: IEEE Access, Vol 9, Pp 148384-148408 (2021)

Subject Terms: BraTS, convolutions, dense connections, encoder-decoder, ISLES, MICCAI, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9585109/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/0c79ab71e3b744aea7085540d141fd80

Autism Spectrum Self-Stimulatory Behaviors Classification Using Explainable Temporal Coherency Deep Features and SVM Classifier

Authors: Shuaibing Liang, Aznul Qalid Md Sabri, Fady Alnajjar, Chu Kiong Loo

Source: IEEE Access, Vol 9, Pp 34264-34275 (2021)

Subject Terms: Autism spectrum disorder, computational behavioural analysis, machine learning, temporal coherency, unsupervised deep learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9360809/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/c724b116cdcd4b76b3c030cfbb331958

Clarify Sit-to-Stand Muscle Synergy and Tension Changes in Subacute Stroke Rehabilitation by Musculoskeletal Modeling

Authors: Ruoxi Wang, Qi An, Ningjia Yang, Hiroki Kogami, Kazunori Yoshida, Hiroshi Yamakawa, Hiroyuki Hamada, Shingo Shimoda, Hiroshi R. Yamasaki, Moeka Yokoyama, Fady Alnajjar, Noriaki Hattori, Kouji Takahashi, Takanori Fujii, Hironori Otomune, Ichiro Miyai, Atsushi Yamashita, Hajime Asama

Source: Frontiers in Systems Neuroscience, Vol 16 (2022)

Subject Terms: muscle tension, muscle synergy, sit-to-stand (STS), stroke, subacute rehabilitation, EMG normalization, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnsys.2022.785143/full; https://doaj.org/toc/1662-5137

Access URL: https://doaj.org/article/1a2594ee300e45d9aeadf45323f52131

Real-Time Attention Monitoring System for Classroom: A Deep Learning Approach for Student’s Behavior Recognition

Authors: Zouheir Trabelsi, Fady Alnajjar, Medha Mohan Ambali Parambil, Munkhjargal Gochoo, Luqman Ali

Source: Big Data and Cognitive Computing, Vol 7, Iss 1, p 48 (2023)

Subject Terms: education, deep learning, attention assessment, student behavior dataset, emotion recognition, object detection, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/2504-2289/7/1/48; https://doaj.org/toc/2504-2289

Access URL: https://doaj.org/article/393bdb6e57454362a5998de9bc423d21