| 9:00-10:20 | Keynote | AI in Oncology - From Data Science to Clinical Applications | Jakob Kather
(Else Kröner Fresenius Zentrum für Digitale Gesundheit) |
| Session 3 | Sleep Applications | Chairs: M. Goldammer, T. Penzel |
| Vortrag | Individualisierte Schlafstadienklassifikation basierend auf Ähnlichkeitsmerkmalen des Elektrokardiogramms | Leo Strelow
(TU Dresden) |
| Vortrag | Apnea-Related Blood Pressure Regulation and Fluctuations in Patients With Obstructed Sleep Apnea and Sleep Healthy Controls | Karsten Berg
(Humboldt-Universität zu Berlin) |
| Vortrag | Evaluation of Short Term Heart Rate Variability during Wakefulness as a Marker of Obstructive Sleep Apnea Severity | Jan Krämer
(Humboldt-Universität zu Berlin) |
Pause
10:20-10:40 |
| 10:40-12:00 | Session 4 | EEG Modeling | Chairs: S. Dutz, G. Staude |
| Vortrag | Dimension Reduction Methods; Persistent Homology and Machine Learning for EEG Signal Analysis of Interictal Epileptic Discharges | Annika Stiehl
(Hochschule Ansbach) |
| Vortrag | CutFEM for EEG Forward Modeling | Tim-René Erdbrügger
(WWU Münster) |
| Vortrag | The Localized Subtraction Source Model for EEG and MEG Forward Modeling | Malte Höltershinken
(WWU Münster) |
| Vortrag | Estimating Target Orientations: A Comparison of Beamformer Algorithms and their Performances in Estimating Orientations of Neural Sources | Yvonne Buschermöhle
(WWU Münster) |
Mittagspause
12:00-13:00 | Mittagessen |
| 13:00-14:20 | Keynote | Unobtrusive and Contactless Monitoring of Vital Signs | Markus Lüken
(RWTH Aachen) |
| Session 5 | Vital Parameters From Contactless Measurements | Chairs: M. Scherpf, K. Schiecke |
| Vortrag | Kontaktlose Messung der Atemvolumina | Felix Wichum
(Fraunhofer IMS) |
| Vortrag | Improved Blood Volume Pulse Extraction by Integrating Skin Segmentation in a Convolutional Attention Network | Leo Misera
(TU Dresden) |
| Vortrag | Optimierung der kamerabasierten Photoplethysmographie für die kontaktlose Messung kardiovaskulärer Parameter | Hannes Ernst
(TU Dresden) |
Pause
14:20-14:40 |
| 14:40-16:00 | Session 6 | AI Applications | Chairs: E. Elzenheimer, S. Zaunseder |
| Vortrag | Limitations of Pacemaker Spike Detection in Capacitive ECGs via Deep Learning | Maurice Rohr
(TU Darmstadt) |
| Vortrag | Interpreting Relevances of Integrated Gradients Applied to a 12-Lead ECG Classification Model | Theresa Bender
(Universitätsmedizin Göttingen) |
| Vortrag | Automatic Online Seizure Detection in Neonatal EEG | Antonia Thelen
(ANT Neuro GmbH) |
| Vortrag | Will One Do? Detecting Atrial Fibrillation from Reduced Leads Electrocardiograms | Alexander Hammer
(TU Dresden) |
Pause
16:00-16:20 |
| 16:20-18:00 | Poster-Session | Goldammer, Scherpf, Schmidt |
| Poster-Pitch | Time Dependent Measurements on the Stability of Magnetic Nanoparticles in Biological Fluids | Diana Zahn (TU Ilmenau)
|
| Emotion Recognition as a Therapeutic Intervention | Herag Arabian (Hochschule Furtwangen) |
| Objective Measures for Speech Evaluation | Jannek Winter (CAU Kiel) |
| Weiterentwicklung und Optimierung eines massiven MIMO-Systems zur UWB-Sensorik | Tim Kalla (TU Ilmenau) |
| N-Interval Fourier Transform Analysis of Cortical Evoked Responses – A Feasibility Study | Gerald Fischer (UMIT Tirol) |
| Feature Extraction for Differentiation of Malignant Melanomas; Lesions and Healthy Skin in Multiphoton Tomography Skin Images | Irene Lange (TU Ilmenau) |
| Surface Reconstruction for Light Field Fundus Camera Data Imaging the Optic Disc | Laureen Wegert (TU Ilmenau) |
| PPG-basierte Blutdruckklassifikation mithilfe von Deep-Learning-Verfahren | Fabian Schrumpf (HTWK Leipzig) |
| Comparison of Rigid Helmet and 10-20-Cap Based OPM-MEG Array for Auditory Evoked Field Measurements | Tilmann Sander (PTB Berlin) |
| Denoising by Spectral Selections of SVD Representations of Hankel Matricificated Data With Application to PPG Signals | Fars Samann (TH Mittelhessen) |
| Anregungsimpulsbasierte Impedanzspektroskopie alkalischer und erdalkalischer Lösungen | Patrick Kleinschnittger (TU Hamburg) |
| Autoencoder als Methode der Dimensionsreduktion im Elektrokardiogramm | Franz Ehrlich (TU Dresden) |
| Detrended Fluctuation Analysis of Cardio-Respiratory Signals | Johannes Zschocke (MLU Halle-Wittenberg) |
| Machbarkeit der Pulswellenzerlegung mittels Kalman-Filter | Fabienne Sahl (FH Dortmund) |
| Posterausstellung |
| ab 18:30 Uhr | Abendveranstaltung im Luisenhof Dresden
(Aufstieg mit der Standseilbahn) |
