Studying the response of drivers against different collision warning systems: a review. - Muhammad Muzammel; Mohd Zuki Yusoff; Aamir Saeed Malik; M. Naufal Mohamad Saad; Fabrice Mériaudeau (QCAV, 2017)

Motorcyclists safety system to avoid rear end collisions based on acoustic signatures. - Muhammad Muzammel; Mohd Zuki Yusoff; Aamir Saeed Malik; M. Naufal Mohamad Saad; Fabrice Mériaudeau (QCAV, 2017)

Rear-end vision-based collision detection system for motorcyclists. - Muhammad Muzammel; Mohd Zuki Yusoff; Fabrice Mériaudeau (J. Electronic Imaging, 2017)

Event-Related Potential Responses of Motorcyclists Towards Rear End Collision Warning System. - Muhammad Muzammel; Mohd Zuki Yusoff; Fabrice Mériaudeau (IEEE Access, 2018)

Neural Networks based approaches for Major Depressive Disorder and Bipolar Disorder Diagnosis using EEG signals: A review. - Sana Yasin; Syed Asad Hussain; Sinem Aslan; Imran Raza; Muhammad Muzammel; Alice Othmani (CoRR, 2020)

AudVowelConsNet: A Phoneme-Level Based Deep CNN Architecture for Clinical Depression Diagnosis. - Muhammad Muzammel; Hanan Salam; Yann Hoffmann; Mohamed Chetouani; Alice Othmani (CoRR, 2020)

Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study. - Muhammad Muzammel; Alice Othmani; Himadri Mukherjee; Hanan Salam (CBMS, 2021)

End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis. - Muhammad Muzammel; Hanan Salam; Alice Othmani (Comput. Methods Programs Biomed., 2021)

EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review. - Sana Yasin; Syed Asad Hussain; Sinem Aslan; Imran Raza; Muhammad Muzammel; Alice Othmani (Comput. Methods Programs Biomed., 2021)

A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data. - Alice Othmani; Assaad Oussama Zeghina; Muhammad Muzammel (Comput. Methods Programs Biomed., 2022)

Blind-Spot Collision Detection System for Commercial Vehicles Using Multi Deep CNN Architecture. - Muhammad Muzammel; Mohd Zuki Yusoff; Mohamad Naufal Mohamad Saad; Faryal Sheikh; Muhammad Ahsan Awais (Sensors, 2022)

An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression Symptoms. - Alice Othmani; Muhammad Muzammel (PRIME@MICCAI, 2023)

MultiVarNet - Predicting Tumour Mutational Status at the Protein Level. - Louis-Oscar Morel; Muhammad Muzammel; Nathan Vinçon; Valentin Derangère; Sylvain Ladoire; Jens Rittscher (MICCAI (3), 2024)

Artificial Intelligence non-invasive methods for neonatal jaundice detection: A review. - Fati Oiza Salami; Muhammad Muzammel; Youssef Mourchid; Alice Othmani (Artif. Intell. Medicine, 2025)