Quality Assessment of ECG Signals Based on Support Vector Machines and Binary Decision Trees. - Berken Utku Demirel; Yesim Serinagaoglu (SIU, 2020)

Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features. - Berken Utku Demirel; Adnan Harun Dogan; Mohammad Abdullah Al Faruque (CinC, 2021)

LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. - Mohanad Odema; Nafiul Rashid; Berken Utku Demirel; Mohammad Abdullah Al Faruque (DAC, 2021)

Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices. - Berken Utku Demirel; Ivan Skelin; Haoxin Zhang; Jack J. Lin; Mohammad Abdullah Al Faruque (EMBC, 2021)

Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices. - Wenrui Lin; Berken Utku Demirel; Mohammad Abdullah Al Faruque; G. P. Li (EMBC, 2021)

Towards Internet-of-Things for Wearable Neurotechnology. - Salma Elmalaki 001; Berken Utku Demirel; Mojtaba Taherisadr; Sara Stern-Nezer; Jack J. Lin; Mohammad Abdullah Al Faruque (ISQED, 2021)

Future of Smart Classroom in the Era of Wearable Neurotechnology. - Mojtaba Taherisadr; Berken Utku Demirel; Mohammad Abdullah Al Faruque; Salma Elmalaki 001 (CoRR, 2021)

Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks. - Berken Utku Demirel; Luke Chen; Mohammad Abdullah Al Faruque (ISLPED, 2022)

Automatic detection of the spike-and-wave discharges in absence epilepsy for humans and rats using deep learning. - Oguzhan Baser; Melis Yavuz; Kutay Ugurlu; Filiz Onat; Berken Utku Demirel (Biomed. Signal Process. Control., 2022)

Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices. - Nafiul Rashid; Berken Utku Demirel; Mohanad Odema; Mohammad Abdullah Al Faruque (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things. - Berken Utku Demirel; Islam Abdelsalam Bayoumy; Mohammad Abdullah Al Faruque (IEEE Internet Things J., 2022)

AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices. - Nafiul Rashid; Berken Utku Demirel; Mohammad Abdullah Al Faruque (IEEE Internet Things J., 2022)

Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds. - Berken Utku Demirel; Khaldoon Al-Naimi; Fahim Kawsar; Alessandro Montanari (ICASSP, 2023)

Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning. - Berken Utku Demirel; Christian Holz 001 (NeurIPS, 2023)

BeliefPPG: Uncertainty-aware heart rate estimation from PPG signals via belief propagation. - Valentin Bieri; Paul Streli; Berken Utku Demirel; Christian Holz 001 (UAI, 2023)

Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning. - Berken Utku Demirel; Luke Chen; Mohammad Abdullah Al Faruque (ACM Trans. Comput. Heal., 2023)

Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones. - Berken Utku Demirel; Ting Dang; Khaldoon Al-Naimi; Fahim Kawsar; Alessandro Montanari (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Tri-Spectral PPG: Robust Reflective Photoplethysmography by Fusing Multiple Wavelengths for Cardiac Monitoring. - Manuel Meier; Berken Utku Demirel; Christian Holz 001 (BSN, 2024)

An Unsupervised Approach for Periodic Source Detection in Time Series. - Berken Utku Demirel; Christian Holz 001 (ICML, 2024)

MiBOT: A head-worn robot that modulates cardiovascular responses through human-like soft massage. - Alice Mylaeus; Stephanie Vogt; Berken Utku Demirel; Marcel Gort; Mirko Meboldt; Manuel Meier; Christian Holz 001 (ICRA, 2024)

WildPPG: A Real-World PPG Dataset of Long Continuous Recordings. - Manuel Meier; Berken Utku Demirel; Christian Holz 001 (NeurIPS, 2024)

Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning. - Berken Utku Demirel; Christian Holz 001 (ICLR, 2025)

Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep. - Max Möbus; Lars Hauptmann; Nicolas Kopp; Berken Utku Demirel; Björn Braun; Christian Holz 001 (IEEE J. Biomed. Health Informatics, 2025)

Beyond Subjectivity: Continuous Cybersickness Detection Using EEG-based Multitaper Spectrum Estimation. - Berken Utku Demirel; Adnan Harun Dogan; Juliete Rossie; Max Möbus; Christian Holz 001 (IEEE Trans. Vis. Comput. Graph., 2025)