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Papers matching “classification methods” 28

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Autism spectrum disorder classification based on interpersonal neural synchrony: Can classification be improved by dyadic neural biomarkers using unsupervised graph representation learning?
2022 arXiv (Cornell University) preprint Neuroscience Autism Spectrum Disorder Research Open access

Christian P Gerloff, Kerstin Konrad, Martin Schulte‐Rüther, Vanessa Reindl

0

citations
Four-class EEG Classification for Seizure Prediction and Detection Using a Lightweight CNN-LSTM
2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Neuroscience EEG and Brain-Computer Interfaces

Heng Zhang, Dan Wang, Jinlun Ji, Xiaohan Xue, Congyi Sun, Xinyu Wang, +3 more

6

citations
Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network
2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Neuroscience EEG and Brain-Computer Interfaces

Ziyu Jia, Youfang Lin, Yuhan Zhou, Xiyang Cai, Peng Zheng, Qiang Li, +1 more

19

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
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
A Lightweight Model for Physiological Signals-Based Sleep Staging With Multiclass CAM for Model Explainability
2024 IEEE Sensors Journal article Neuroscience EEG and Brain-Computer Interfaces

Yuxuan Yang, Yanli Li

8

citations
Optimal positioning and size of high-density electrocorticography grids for speech brain-computer interfaces
2026 Clinical Neurophysiology article Neuroscience EEG and Brain-Computer Interfaces Open access

Elena C Offenberg, Julia Berezutskaya, Zachary V. Freudenburg, Nick F. Ramsey, Mariska J. Vansteensel

1

citations
Neural fingerprinting on MEG time series using MiniRocket
2023 Frontiers in Neuroscience article Neuroscience EEG and Brain-Computer Interfaces Open access

Nikolas Kampel, Christian M. Kiefer, Nadim Jon Shah, Irene Neuner, Jürgen Dammers

6

citations
The “hype” of hydrops in classifying vestibular disorders: a narrative review
2020 Journal of Neurology review Neuroscience Vestibular and auditory disorders Open access

Marly F. J. A. van der Lubbe, Akshayaa Vaidyanathan, Vincent Van Rompaey, Alida Annechien Postma, Tjasse Doewe Bruintjes, Dorien M Kimenai, +3 more

33

citations
The grand challenge in cellular neurophysiology
2026 Frontiers in Cellular Neuroscience article Neuroscience Neuroscience and Neuropharmacology Research Open access

Björn Kampa, Arianna Maffei

0

citations
A Dendritic Brunel Network for Studying NMDA-Driven Working Memory
2026 Zenodo (CERN European Organization for Nuclear Research) conference-paper Neuroscience Neural dynamics and brain function Open access

Noah Ostendorf, Joshua Böttcher, Abigail Morrison, Willem A. M. Wybo

0

citations
Spinocerebellar ataxia type 14: refining clinicogenetic diagnosis in a rare adult‐onset disorder
2021 Annals of Clinical and Translational Neurology article Neuroscience Genetic Neurodegenerative Diseases Open access

Tanja Schmitz‐Hübsch, Silke Lux, Peter Bauer, Alexander Ulrich Brandt, Elena Schlapakow, Susanne Greschus, +22 more

21

citations
Bilateral Vestibular Hypofunction in a Tertiary Dizziness Center: Occurrence and Etiology
2022 The Journal of International Advanced Otology article Neuroscience Vestibular and auditory disorders Open access

Eleonore Josephine Propper, Hanna M. Koppelaar-van Eijsden, Tjard R. Schermer, Tjasse Doewe Bruintjes

12

citations
Effect of Triheptanoin on Caudate Atrophy and Motor Scores in Patients With Early-Stage Huntington Disease
2024 Neurology article Neuroscience Genetic Neurodegenerative Diseases Open access

Fanny Mochel, Aurélie Méneret, Isaac Mawusi Adanyeguh, Camille Giron, Élodie Hainque, Marie‐Pierre Luton, +11 more

5

citations
Data-Driven Phenotyping of Central Disorders of Hypersomnolence With Unsupervised Clustering
2022 Neurology article Neuroscience Sleep and Wakefulness Research Open access

Sebastiaan Overeem, Rosa Peraita‐Adrados, Raphael C. Heinzer, Anna Heidbreder, Eva Feketeová, Mauro Manconi, +3 more

62

citations
Patterns of Hearing Loss in Irradiated Survivors of Head and Neck Rhabdomyosarcoma
2022 Cancers article Neuroscience Hearing, Cochlea, Tinnitus, Genetics Open access

Franciscus A. Diepstraten, Jan Wiersma, Reineke A. Schoot, Rutger R. G. Knops, Charlotte L. Zuur, Annelot J. M. Meijer, +13 more

6

citations
Characterizing Psychiatric Disorders Through Graph Neural Networks: A Functional Connectivity Analysis of Depression and Schizophrenia
2025 Depression and Anxiety article Neuroscience Functional Brain Connectivity Studies Open access

Ye-Eun Kim, Mikhail Votinov, Minghao Xu, Sun-Young Kim, Munseob Lee, Lisa Wagels, +1 more

3

citations
Vestibular Disorders
2020 Deutsches Ärzteblatt international article Neuroscience Vestibular and auditory disorders Open access

Michael Leo Strupp, Julia Dlugaiczyk, Birgit Betina Ertl-Wagner, Dan Rujescu, Martin Westhofen, Marianne Dieterich

134

citations
Value of Endolymphatic Hydrops and Perilymph Signal Intensity in Suspected Ménière Disease
2020 American Journal of Neuroradiology article Neuroscience Vestibular and auditory disorders Open access

Josephine M. van Steekelenburg, A. van Weijnen, Lisa M. H. de Pont, Onno Vijlbrief, Claire C. Bommeljé, J P Koopman, +3 more

72

citations
Efficacy and Safety of Leriglitazone in Patients With Friedreich Ataxia
2022 Neurology Genetics article Neuroscience Genetic Neurodegenerative Diseases Open access cited by 1 patent

Massimo Pandolfo, Kathrin Reetz, Alejandra Darling, Francisco Javier Rodríguez de Rivera Garrido, Pierre‐Gilles Henry, James M. Joers, +13 more

35

citations
Is endolymphatic sac surgery an efficient treatment of Menière's disease patients? A systematic literature search and meta-analysis
2022 European Archives of Oto-Rhino-Laryngology article Neuroscience Vestibular and auditory disorders Open access

Franziska A. Szott, Martin Westhofen, S. Hackenberg

13

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
[Enlarged vestibular aqueduct syndrome-dehiscence syndromes-honeycomb mastoid : Pathophysiology and evidence for clinical differentiation].
2020 PubMed article Neuroscience Vestibular and auditory disorders

Martin Westhofen

3

citations
HengNet: An Ultra-lightweight Model with Two-level Reuse Algorithm for Seizure Detection and Prediction
2025 IEEE International Symposium on Circuits and Systems proceedings conference-paper Neuroscience EEG and Brain-Computer Interfaces

Heng Zhang, Wenjie Fan, Xingjie Zou, Chang Gao, Qinyu Chen, Yuxiang Fu

2

citations
The Medication Patterns of Spinocerebellar Ataxia Type 3 Mutation Carriers Enrolled in the ESMI Cohort
2025 medRxiv preprint Neuroscience Genetic Neurodegenerative Diseases Open access

Patrick Silva, M Costa, Laetitia S. Gaspar, João Durães, Inês Antunes Cunha, Joana A Ribeiro, +19 more

1

citations