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Papers matching “machine accuracy” 15

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Towards Interpretable Machine Learning in EEG Analysis
2021 Studies in health technology and informatics book-chapter Neuroscience EEG and Brain-Computer Interfaces Open access

Maged Mortaga, Alexander Brenner, Ekaterina Kutafina

10

citations
Accurate machine learning prediction of sexual orientation based on brain morphology and intrinsic functional connectivity
2022 Cerebral Cortex article Neuroscience Functional Brain Connectivity Studies Open access

Benjamin Clemens, Jérémy Lefort‐Besnard, Christoph Ritter, Elke Stefanie Smith, Mikhail Votinov, Birgit Derntl, +2 more

4

citations
Impulsivity Classification Using EEG Power and Explainable Machine Learning
2022 International Journal of Neural Systems article Neuroscience EEG and Brain-Computer Interfaces Open access

Philippa Hüpen, Himanshu Kumar, Aliaksandra Shymanskaya, Ramakrishnan Swaminathan, Ute Habel

16

citations
Machine learning in Huntington’s disease: exploring the Enroll-HD dataset for prognosis and driving capability prediction
2023 Orphanet Journal of Rare Diseases article Neuroscience Genetic Neurodegenerative Diseases Open access

Jasper Ouwerkerk, Stephanie Feleus, Kasper F. van der Zwaan, Yunlei Li, Marco Roos, Willeke van Roon‐Mom, +3 more

8

citations
Structural alterations as a predictor of depression – a 7-Tesla MRI-based multidimensional approach
2024 Molecular Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access

Gereon Johannes Schnellbächer, Ravichandran Rajkumar, Tanja Veselinović, Shukti Ramkiran, Jana Hagen, Maria Collée, +2 more

4

citations
Predicting individual clinical trajectories of depression with generative embedding
2020 NeuroImage Clinical article Neuroscience Functional Brain Connectivity Studies Open access

Stefan Frässle, André F. Marquand, Lianne Schmaal, Dick J. Veltman, Nic J.A. van der Wee, Marie‐José van Tol, +3 more

59

citations
Prediction of response to repetitive transcranial magnetic stimulation in phantom sounds based on individual brain anatomy
2021 Brain Communications article Neuroscience Hearing, Cochlea, Tinnitus, Genetics Open access

Timm B. Poeppl, Martin Schecklmann, Katrin Sakreida, Michael Landgrebe, Berthold Langguth, Simon Bodo Eickhoff

5

citations
Predictive modeling of significance thresholding in activation likelihood estimation meta-analysis
2024 Imaging Neuroscience article Neuroscience Functional Brain Connectivity Studies Open access

Lennart Frahm, Kaustubh R. Patil, Theodore Daniel Satterthwaite, Peter T. Fox, Simon Bodo Eickhoff, Robert Langner

0

citations
Automated Spike Sorting in Microneurography: A Proof-of-Concept through Classification on Ground Truth Data
2024 other Neuroscience Neuroscience and Neural Engineering Open access

Troglio Alina, Fiebig Andrea, Kutafina Ekaterina, Barbara Namer

0

citations
Spatially localized fMRI metrics as predictive and highly distinct state-independent fingerprints
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access cited by 2 patents

Daouia I. Larabi, Martin Gell, Enrico Amico, Simon Bodo Eickhoff, Kaustubh R. Patil

7

citations
Classification of epileptiform activity in an intrahippocampal kainic acid mouse model
2025 Discover Applied Sciences article Neuroscience EEG and Brain-Computer Interfaces Open access

Georgii Krivoshein, Sumit Diware, Muhammad Ali Siddiqi, Arn M. J. M. van den Maagdenberg, Else A. Tolner, Said Hamdioui, +1 more

1

citations
Neural Entrainment in the Theta Band Predicts Groove Perception in Popular Music
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neuroscience and Music Perception

Dominik Keller, Tim Rohe, Alexander Raake

0

citations
Tracking of Mental Workload with a Mobile EEG Sensor
2021 Sensors article Neuroscience EEG and Brain-Computer Interfaces Open access

Ekaterina Kutafina, Anne Heiligers, Radomir Popović, Alexander Brenner, Bernd Hankammer, Stephan Jonas, +2 more

35

citations
SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network
2025 IEEE International Symposium on Circuits and Systems proceedings conference-paper Neuroscience EEG and Brain-Computer Interfaces Open access

Jing Peng, Bingyuan Huang, Todor P. Stefanov, Yong Hao, Qinyu Chen

6

citations
Multi-Methodological Characterization of Sleep Deprivation: From Standard EEG Power Spectra to Aperiodic Dynamics in Humans and Mice
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Sleep and Wakefulness Research Open access

Thomas Kroker, Lena Marie Puder, Omid Abbasi, Sara Ghiasi, Clemens Krug, Ida Wessing, +6 more

0

citations

15 results