SUBJECTS : Intelligent Systems | Brain Research | Neuro-imaging | Cognition | Advanced Computin
LATEST MANUSCRIPTS IN Brain Informatics
- Jetli Chung, Jason Teo. Single classifier vs. ensemble machine learning approaches for mental health prediction. Brain informatics. 2023, 10 (1): 1
Cited : 26Read More - Matthew Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, U Rajendra Acharya, Yuefeng Li. Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment. Brain informatics. 2023, 10 (1): 10Cited : 25Read More
- Christian Goelz, Eva-Maria Reuter, Stephanie Fröhlich, Julian Rudisch, Ben Godde, Solveig Vieluf, Claudia Voelcker-Rehage. Classification of age groups and task conditions provides additional evidence for differences in electrophysiological correlates of inhibitory control across the lifespan. Brain informatics. 2023, 10 (1): 11Cited : 0Read More
- Cécile Gauthier-Umaña, Mario Valderrama, Alejandro Múnera, Mauricio O Nava-Mesa. BOARD-FTD-PACC: a graphical user interface for the synaptic and cross-frequency analysis derived from neural signals. Brain informatics. 2023, 10 (1): 12Cited : 0Read More
- Francisco Salto, Carmen Requena, Paula Alvarez-Merino, Víctor Rodríguez, Jesús Poza, Roberto Hornero. Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference. Brain informatics. 2023, 10 (1): 13Cited : 3Read More
- Muhammad Arifur Rahman, David J Brown, Mufti Mahmud, Matthew Harris, Nicholas Shopland, Nadja Heym, Alexander Sumich, Zakia Batool Turabee, Bradley Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew Burton, James Lewis. Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning. Brain informatics. 2023, 10 (1): 14Cited : 13Read More
- Alexander Hui Xiang Yang, Nikola Kirilov Kasabov, Yusuf Ozgur Cakmak. Prediction and detection of virtual reality induced cybersickness: a spiking neural network approach using spatiotemporal EEG brain data and heart rate variability. Brain informatics. 2023, 10 (1): 15Cited : 5Read More
- Sophie Adama, Martin Bogdan. Assessing consciousness in patients with disorders of consciousness using soft-clustering. Brain informatics. 2023, 10 (1): 16Cited : 0Read More
- Akhilesh Deep Arya, Sourabh Singh Verma, Prasun Chakarabarti, Tulika Chakrabarti, Ahmed A Elngar, Ali-Mohammad Kamali, Mohammad Nami. A systematic review on machine learning and deep learning techniques in the effective diagnosis of Alzheimer's disease. Brain informatics. 2023, 10 (1): 17Cited : 24Read More
- Priya Bhatt, Amanrose Sethi, Vaibhav Tasgaonkar, Jugal Shroff, Isha Pendharkar, Aditya Desai, Pratyush Sinha, Aditya Deshpande, Gargi Joshi, Anil Rahate, Priyanka Jain, Rahee Walambe, Ketan Kotecha, N K Jain. Machine learning for cognitive behavioral analysis: datasets, methods, paradigms, and research directions. Brain informatics. 2023, 10 (1): 18Cited : 14Read More
- Hui Yen Yap, Yun-Huoy Choo, Zeratul Izzah Mohd Yusoh, Wee How Khoh. An evaluation of transfer learning models in EEG-based authentication. Brain informatics. 2023, 10 (1): 19Cited : 4Read More
- Changwei Gong, Xinyi Chen, Bushra Mughal, Shuqiang Wang. Addictive brain-network identification by spatial attention recurrent network with feature selection. Brain informatics. 2023, 10 (1): 2Cited : 4Read More
- Baraka Maiseli, Abdi T Abdalla, Libe V Massawe, Mercy Mbise, Khadija Mkocha, Nassor Ally Nassor, Moses Ismail, James Michael, Samwel Kimambo. Brain-computer interface: trend, challenges, and threats. Brain informatics. 2023, 10 (1): 20Cited : 18Read More
- Siaw-Hong Liew, Yun-Huoy Choo, Yin Fen Low, Fadilla 'Atyka Nor Rashid. Distraction descriptor for brainprint authentication modelling using probability-based Incremental Fuzzy-Rough Nearest Neighbour. Brain informatics. 2023, 10 (1): 21Cited : 1Read More
- Jie Pan, Zilong Zhang, Steven Ray Peters, Shabnam Vatanpour, Robin L Walker, Seungwon Lee, Elliot A Martin, Hude Quan. Cerebrovascular disease case identification in inpatient electronic medical record data using natural language processing. Brain informatics. 2023, 10 (1): 22Cited : 1Read More
