Deniz Erdoğmuş

Northeastern University — United States

Neuroscience · Life Sciences

60h-index13.2kcitations651works2.32yr avg
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Research Topics

EEG and Brain-Computer Interfaces(162), Blind Source Separation Techniques(140), Neural Networks and Applications(111), Neural dynamics and brain function(79), Retinopathy of Prematurity Studies(59)

Publications649 total

Modeling human lay error on stationary targets with the generalized normal distribution
The Journal of Defense Modeling and Simulation Applications Methodology Technology·2025
Effect of a consistent reconstruction algorithm on inter‐scanner reproducibility in diffusion MRI
Medical Physics·2025· 1 citedOpen Access
Fast and Robust State Estimation and Tracking via Hierarchical Learning
IEEE Transactions on Automatic Control·2025
Deep learning-based prediction of cardiopulmonary disease in retinal images of premature infants
2025Open Access
Effect of Unified Reconstruction Algorithm on Inter-Scanner Variability in Diffusion MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Single-shot Center-Overlapped EPI for distortion-frEe diffusion MRI (SCOPE)
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Hierarchical Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youth with Autism for Branching Factor Estimation
arXiv (Cornell University)·2025Open Access
Exploring Theory-Laden Observations in the Brain Basis of Emotional Experience
arXiv (Cornell University)·2025Open Access
The inadequacy of normative ratings for building stimulus sets in affective science.
Emotion·2025Open Access
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Learning Physics Informed Neural ODEs with Partial Measurements
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Active Learning For Repairable Hardware Systems With Partial Coverage
arXiv (Cornell University)·2025Open Access
Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youths with Autism
arXiv (Cornell University)·2025Open Access
Advancing Multi-Person Tracking for Autism Behavior Analysis: Challenges, Opportunities, and Future Directions in Clinical Settings
2025
Exploring Theory-Laden Observations in the Brain Basis of Emotional Experience
2025Open Access
Continuously Optimizing Radar Placement With Model-Predictive Path Integrals
IEEE Transactions on Aerospace and Electronic Systems·2025
RSVP keyboard with inquiry preview: mixed performance and user experience with an adaptive, multimodal typing interface combining EEG and switch input
Journal of Neural Engineering·2025· 1 citedOpen Access
Using deep generative models for simultaneous representational and predictive modeling of brain and behavior: A graded unsupervised-to-supervised modeling framework
2024Open Access
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
arXiv (Cornell University)·2024Open Access
Learning Physics Informed Neural ODEs With Partial Measurements
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

José C. Prı́ncipe(17), J. Peter Campbell(11), Jayashree Kalpathy–Cramer(11), Michael F. Chiang(11), Susan Ostmo(10), R.V. Paul Chan(9), Stratis Ioannidis(6), Kenneth E. Hild(6), Karyn Jonas(6), James M. Brown(5), Jennifer Dy(5), Seyed Sadegh Mohseni Salehi(5), Ali Gholipour(5), Jason Horowitz(5), Barry Oken(4), Kemal Sönmez(4), Misha Pavel(3), Dana H. Brooks(3), Umut Orhan(3), Melanie Fried‐Oken(3)