Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network. - Ümit Sentürk; Ibrahim Yücedag; Kemal Polat (SIU, 2018)

Towards wearable blood pressure measurement systems from biosignals: a review. - Ümit Sentürk; Kemal Polat; Ibrahim Yücedag (Turkish J. Electr. Eng. Comput. Sci., 2019)

EKG ve PPG sinyalleri ile maşonsuz giyilebilir kan basıncı ölçüm sistemi tasarımı (Cuffless wearable blood pressure measurement system design with ECG and PPG signals) - Ümit Sentürk (2020)

Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN. - Majid Kamal A. Nour; Ümit Sentürk; Kemal Polat (Comput. Biol. Medicine, 2023)

A novel hybrid model in the diagnosis and classification of Alzheimer's disease using EEG signals: Deep ensemble learning (DEL) approach. - Majid Nour; Ümit Sentürk; Kemal Polat (Biomed. Signal Process. Control., 2024)

A novel IoT-based arrhythmia detection system with ECG signals using a hybrid convolutional neural network and neural architecture search network. - Ümit Sentürk; Ceren Gülen; Kemal Polat (Int. J. Appl. Decis. Sci., 2024)

Hybrid Mamba-MoE model for non-invasive blood glucose prediction. - Ümit Sentürk; Gökhan Adigüzel; Kemal Polat (Comput. Electr. Eng., 2025)