Research Articleposted Mar 08, 2023
Cerebrovascular disease case identification in inpatient electronic medical record data using natural language processing
Jie Pan, Zilong Zhang, Steven Ray Peters, Shabnam Vatanpour, Robin L. Walker, Seungwon Lee, Elliot A. Martin, and 1 more authors
Under Review
at
Research Articleposted Dec 19, 2022
Prediction and Detection of Virtual Reality induced Cybersickness: A Spiking Neural Network Approach Using Spatiotemporal EEG Brain Data and Heart Rate Variability
Alexander Hui Xiang Yang, Nikola Kirilov Kasabov, Yusuf Ozgur Cakmak
Under Review
at
Research Articleposted Dec 01, 2022
Four-Way Classification of Alzheimer's Disease using Deep Siamese Convolutional Neural Network with Triplet-Loss Function
Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al-Sariri, Viswan Vimbi, Abdelhamid Abdesselam
Under Review
at
Research Articleposted Oct 14, 2022
Biofeedback Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data
M Arifur Rahman, David J Brown, Mufti Mahmud, Nicholas Shopland, Nadja Haym, Alexander Sumich, Zakia Batool Turabee, and 9 more authors
Under Review
at
Research Articleposted Sep 28, 2022
Towards Automatic Text-Based Estimation of Depression through Symptom Prediction
Kirill Milintsevich, Kairit Sirts, Gaël Dias
Under Review
at
Research Articleposted Aug 11, 2022
Assisted neuroscience knowledge extraction via machine learning applied to neural reconstruction metadata on NeuroMorpho.Org
Kayvan Bijari, Yasmeen Zoubi, Giorgio A. Ascoli
Published
at
Research Articleupdated May 16, 2022
Error related brain state analysis using electroencephalography in conjunction with functional near-infrared spectroscopy during a complex surgical motor task
Pushpinder Walia, Yaoyu Fu, Steven D. Schwaitzberg, Xavier Intes, Suvranu De, Lora Cavuoto, Anirban Dutta
Under Review
at
Research Articleposted Apr 29, 2022
ABOT: An Open-Source Online Benchmarking Tool for Machine Learning-based Artefact Detection and Removal Methods from Neuronal Signals
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, M Shamim Kaiser
Under Review
at
Research Articleposted Apr 25, 2022
Machine Learning-based ABA treatmentrecommendation and personalization for AutismSpectrum Disorder: An exploratory study
Manu kohli, Prathosh AP, Arpan Kumar Kar, Dr. Anjali BANGALORE
Under Review
at
Research Articleposted Apr 15, 2022
An attention-based deep-learning system with fMRI functional connectivity optimized frequency EEG microstates classifies distinct temporal cortical communications of different cognitive tasks
Swati Agrawal, Vijayakumar Chinnadurai, Rinku Sharma
Under Review
at