Get started
Author

Dania Humaidan

Machine learning and artificial intelligence in the service of medicine: Necessity or potentiality?
2020 · Tamim Alsuliman, Dania Humaidan, et al. · Current Research in Translational Medicine · 79
PDF
Learning, planning, and control in a monolithic neural event inference architecture
2019 · Martin V. Butz, David Bilkey, et al. · Neural Networks · 48
PDF
Towards real-time EEG–TMS modulation of brain state in a closed-loop approach
2023 · Dania Humaidan, Jiahua Xu, et al. · Clinical Neurophysiology · 19
Decoding Motor Excitability in TMS Using EEG-Features: An Exploratory Machine Learning Approach
2024 · Lisa Haxel, Oskari Ahola, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 12
Design, construction, and deployment of a multi-locus transcranial magnetic stimulation system for clinical use
2025 · Heikki Sinisalo, Olli-Pekka Kahilakoski, et al. · BioMedical Engineering OnLine · 9
PDF
Fluctuations in the optimal sensorimotor mu-rhythm phase associated with high corticospinal excitability during TMS-EEG
2025 · Juliana R. Hougland, Miriam Kirchhoff, et al. · Brain stimulation · 7
Predictive modeling of TMS-evoked responses: Unraveling instantaneous excitability states
2025 · Oskari Ahola, Lisa Haxel, et al. · NeuroImage · 5
Closed-Loop Phase Selection in EEG-TMS Using Bayesian Optimization
2024 · Miriam Kirchhoff, Dania Humaidan, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 5
PDF
Fostering Event Compression Using Gated Surprise
2020 · Dania Humaidan, Sebastian Otte, et al. · Lecture notes in computer science · 4
PDF
Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE
2019 · Martin V. Butz, Tobias Menge, et al. · Lecture notes in computer science · 4
Diazepam alters the shape of alpha oscillations recorded from human cortex using EEG
2026 · George M Opie, Natalie Schaworonkow, et al. · Imaging Neuroscience · 3
PDF
Reinforcement machine learning for closed-loop rTMS stimulation of brain networks
2021 · Dania Humaidan, David-Emanuel Vetter, et al. · Brain stimulation · 3
PDF
Introduction to medical data and big data exploitation in research: Errors, solutions and trends
2021 · Tamim Alsuliman, Dania Humaidan, et al. · Current Research in Translational Medicine · 3
A first realization of reinforcement learning-based closed-loop EEG–TMS
2026 · Dania Humaidan, Jiahua Xu, et al. · NeuroImage · 2
Personalized Closed-Loop rTMS Using Reinforcement Learning to Optimize Phase-Targeted Stimulation of the SMA-M1 Network
2025 · Dania Humaidan, Jiahua Xu, et al. · Brain stimulation · 2
PDF
Latent Event-Predictive Encodings through Counterfactual Regularization
2021 · Humaidan, Dania, Otte, Sebastian, et al. · arXiv (Cornell University) · 2
PDF
Enhancing the connectivity in a 2-node motor network using reinforcement learning-based closed-loop rTMS
2023 · Dania Humaidan · Brain stimulation · 1
PDF
Adding phosphorylation events to the core oscillator driving the cell cycle of fission yeast
2018 · Dania Humaidan, Frank Breinig, et al. · PLoS ONE · 1
PDF
From trials to practice: contralesional 1 Hz rTMS in chronic stroke - a first real-world retrospective cohort of 112 patients treated in routine outpatient care
2026 · Anne Lieb, Claudia Resch, et al. · Research Square
PDF
Implementing an outpatient rTMS service for chronic stroke rehabilitation: The Tübingen Framework
2026 · Anne Lieb, Brigitte Zrenner, et al. · Research Square
Primary Somatosensory to Motor Cortex Microstructural Connectivity Predicts the Mu‐Rhythm Phase Effect on Corticospinal Excitability: An EEG ‐ TMS Study
2026 · Juliana R. Hougland, Timo Roine, et al. · Human Brain Mapping
Brain-State-Resolved Consistency of Corticospinal Responses with EEG–TMS
2026 · Timo van Hattem, Juliana R. Hougland, et al. · bioRxiv (Cold Spring Harbor Laboratory)
PDF
Parainfektiöse aseptische Meningo-/enzephalitis nach SARS-CoV-2-Infektion: zwei Fallberichte
2026 · Dania Humaidan, Vivien Richter, et al. · Fortschritte der Neurologie · Psychiatrie
Connectivity between the primary somatosensory and motor cortices reflects the sensorimotor mu-rhythm phase effect on corticospinal excitability
2026 · Juliana Hougland, Timo Roine, et al. · Clinical Neurophysiology
Bayesian optimization for closed-loop TMS target search
2025 · Miriam Kirchhoff, Dania Humaidan, et al. · Brain stimulation
PDF
Works count: 33
Citation count: 208
H-index: 6
I10-index: 4
Year
Topic
Type