Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects
Sophie Brugge, Nele, Mohammadi, Esfandiar, Munchau, Alexander, Baumer, Tobias, Frings, Christian, Beste, Christian, Roessner, Veit, Handels, Heinz
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants
Brugge, Nele Sophie, Grasshoff, Jan, Weigenand, Arne, Rostalski, Philipp
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Automated Motor Tic Detection: A Machine Learning Approach
Brügge, Nele Sophie, Sallandt, Gesine Marie, Schappert, Ronja, Li, Frédéric, Siekmann, Alina, Grzegorzek, Marcin, Bäumer, Tobias, Frings, Christian, Beste, Christian, Stenger, Roland, Roessner, Veit, Fudickar, Sebastian, Handels, Heinz, Münchau, Alexander
Published in Movement disorders (01.07.2023)
Published in Movement disorders (01.07.2023)
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Journal Article
Automated Video-Based Approach for the Diagnosis of Tourette Syndrome
Schappert, Ronja, Verrel, Julius, Brügge, Nele Sophie, Li, Frédéric, Paulus, Theresa, Becker, Leonie, Bäumer, Tobias, Beste, Christian, Roessner, Veit, Fudickar, Sebastian, Münchau, Alexander
Published in Movement disorders clinical practice (Hoboken, N.J.) (07.07.2024)
Published in Movement disorders clinical practice (Hoboken, N.J.) (07.07.2024)
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Journal Article