Research output per year
Research output per year
Personal profile
Research interests
Biomedical Signal Processing and Pattern Recognition, Supervised and Unsupervised Machine Learning and Data Mining, Fuzzy Clustering, Neural Networks and Computational Neuroscience, Wavelets Analysis, Time Series Prediction, Electroencephalography (EEG) Analysis, Event Related Potentials (ERP) Analysis, Bioelectric Inverse Problem, Source Estimation of Brain Waves, Functional Brain Imaging and Modeling, Brain Networks Analysis (BNA), Forecasting Epileptic Seizures, Electrocardiography (ECG) Analysis, Heart Rate Variability Analysis, Noninvasive Acoustical Detection of Coronary Artery Disease.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Evaluating an EEG-based tool for assessing acute clinical and cognitive changes in adult outpatients with MDD treated with open-label, flexible-dose vortioxetine: A pilot study
Zajecka, J., Laufer, O., Peremen, Z., Sholtes, D., Mackey, I., Baumeister, C., White, A., Geva, A. B. & Issachar, G., 1 Apr 2024, In: Journal of Affective Disorders Reports. 16, 100732.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Semi-supervised active learning using convolutional auto- encoder and contrastive learning
Roda, H. & Geva, A. B., 1 Jan 2024, In: Frontiers in Artificial Intelligence. 7, 1398844.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Using Brainwave Patterns Recorded from Plant Pathology Experts to Increase the Reliability of AI-Based Plant Disease Recognition System
Meir, Y., Barbedo, J. G. A., Keren, O., Godoy, C. V., Amedi, N., Shalom, Y. & Geva, A. B., 1 May 2023, In: Sensors. 23, 9, 4272.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Clustering of advertising images using electroencephalogram
Chanpornpakdi, I., Noda, M., Tanaka, T., Harpaz, Y. & Geva, A. B., 1 Jan 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. Institute of Electrical and Electronics Engineers, p. 267-274 8 p. (Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Identification of an early-stage Parkinson's disease neuromarker using event-related potentials, brain network analytics and machine-learning
Hassin-Baer, S., Cohen, O. S., Israeli-Korn, S., Yahalom, G., Benizri, S., Sand, D., Issachar, G., Geva, A. B., Shani-Hershkovich, R. & Peremen, Z., 7 Jan 2022, In: PLoS ONE. 17, 1, p. 1-17 17 p., e0261947.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Brain Network Analysis of EEG Recordings Can Be Used to Assess Cognitive Function in Teenagers With 15q13.3 Microdeletion Syndrome
Stern, T., Crutcher, E. H., McCarthy, J. M., Ali, M. A., Issachar, G., Geva, A., Peremen, Z. & Schaaf, C. P., 28 Jan 2021, In: Frontiers in Neuroscience. 15, 622329.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Deep Brain Stimulation Can Differentiate Subregions of the Human Subthalamic Nucleus Area by EEG Biomarkers
Sand, D., Arkadir, D., Abu Snineh, M., Marmor, O., Israel, Z., Bergman, H., Hassin-Baer, S., Israeli-Korn, S., Peremen, Z., Geva, A. B. & Eitan, R., 20 Oct 2021, In: Frontiers in Systems Neuroscience. 15, 747681.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Asynchronous Brain Computer Interfaces Using Echo State Networks
Zakkay, E., Abu-Rmileh, A., Geva, A. B. & Shriki, O., 1 Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers, 9207481. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Human-in-the-loop active learning via brain computer interface
Netzer, E. & Geva, A. B., 1 Dec 2020, In: Annals of Mathematics and Artificial Intelligence. 88, 11-12, p. 1191-1205 15 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Prospective longitudinal investigation shows correlation of event-related potential to mild traumatic brain injury in adolescents
Laufer, O., Geva, A., Ellis, J. D., Barber Foss, K., Ettinger, M., Stern, Y., Arthur, T., Kutcher, J., Myer, G. & Reches, A., 6 Jun 2020, In: Brain Injury. 34, 7, p. 871-880 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations