Sleep analysis in a CLIS patient using soft-clustering: a case study

• Oliver Kirsten, Martin Bogdan, Sophie Adama
  Evaluating the DoC-Forest tool for Classifying the State of Consciousness in a Completely Locked-In Syndrome Patient | LINK
  

  7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023.

• Sophie Adama, Martin Bogdan
  Assessing consciousness in patients with disorders of consciousness using soft-clustering | LINK
  

  Brain Informatics, 2023, 10, 16.

• Sophie Adama, Martin Bogdan
  Sleep analysis in a CLIS patient using soft-clustering: a case study | LINK
  

  European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2023.

• Sophie Adama, Martin Bogdan
  Application of Soft-Clustering to Assess Consciousness in a CLIS Patient | LINK
  

  Brain Sci. 2023, 13, 65.

• V. S. Adama, S.-J. Wu, N. Nicolaou, M. Bogdan
  Extendable Hybrid approach to detect consciousness states in a CLIS patient using machine learning | LINK
  

  Simulation Notes Europe SNE 32(1), 2022, 37-45

• Sophie Adama, Martin Bogdan
  Yes/No Classification of EEG data from CLIS patients | LINK
  

  43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.

• Sophie Adama, Ujwal Chaudhary, Niels Birbaumer, Martin Bogdan
  Longitudinal Analysis of the Connectivity and Complexity of Complete Locked-in Syndrome Patients Electroencephalographic signal | LINK
  

  Proceedings of the 2020 IEEE International Conference on Bioinformatics and Biomedicine, pp. 958-962, 2020.

• V. S. Adama, M. Bogdan
  Consciousness Detection in Complete Locked-in State Patients using Electroencephalogram Coherency and Artificial Neural Networks | LINK
  

  Sensor Networks and Signal Processing. Smart Innovation, Systems and Technologies, vol 176, p. 397-409, 2020. Springer Nature.

• V. Sophie Adama, Benjamin Schindler, Thomas Schmid
  Using Time Domain and Pearson’s Correlation to Predict Attention Focus in Autistic Spectrum Disorder from EEG P300 Components | LINK
  

  Proceedings of the XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019. IFMBE Proceedings Vol. 76. Springer, S. 1890-1893, 2019

• V. S. Adama, A. Blankenburg, C. Ernst, R. Kummer, S. Murugaboopathy, M. Bogdan
  Motion Detection in Videos of Coherence Matrices in order to detect Consciousness States in CLIS-patients– an Approach
  

  10th EUROSIM Congress, Logroño, Spain, 2019

• V. S. Adama, M. Bogdan
  Stroke Rehabilitation and Parkinson’s Disease Tremor Reduction Using BCIs Combined With FES | LINK
  

  International Journal of Privacy and Health Information Management 6(1), 2018

• V. S. Adama, J. Hoffman, M. Bogdan
  Coupling Brain-Computer Interface and Electrical Stimulation for stroke rehabilitation and tremor reduction in Parkinson’s disease | LINK
  

  The 13rd International Multidisciplinary Modelling and Simulation Multiconference (I3M), 2016