Author

Alireza Sameh

Observed name: Sameh, Alireza

Institution: University of Oulu

Observed institutions: Amirkabir University of Technology, University of Oulu

ORCID: 0009-0000-7793-6833

Observed ORCID: 0009-0000-7793-6833

OpenAlex ID: A5034053374

Digital phenotypes and digital biomarkers for health and diseases: a systematic review of machine learning approaches utilizing passive non-invasive signals collected via wearable devices and smartphones

2024 · Alireza Sameh, Mehrdad Rostami, et al. · Artificial Intelligence Review · 49

The impact of recency and adequacy of historical information on sepsis predictions using machine learning

2021 · Manaf Zargoush, Alireza Sameh, et al. · Scientific Reports · 20

Classification of 24-hour movement behaviors from wrist-worn accelerometer data: from handcrafted features to deep learning techniques

2025 · Sameh, Alireza, Rostami, Mehrdad, et al. · arXiv (Cornell University) · 1

Digital phenotyping using wearable-determined physical behaviors and machine learning to detect depression and anxiety in a general population

2025 · Alireza Sameh, Laura Nauha, et al. · medRxiv · 1

Severity of depression and anxiety symptoms is reflected in physiological and behavioral metrics collected from a consumer-grade wearable ring

2026 · Saeid Azadifar, Alireza Sameh, et al. · BMC Medicine

Wearable Prompt: In-Context Learning for Depression and Anxiety Prediction from Consumer Smart Ring Metrics

2026 · Saeid Azadifar, Alireza Sameh, et al. · medRxiv

Digital phenotyping using wearable-determined physical behaviours and machine learning to detect depression and anxiety symptoms in a general population

2026 · Alireza Sameh, Laura Nauha, et al. · Psychiatry Research

Severity of Depression and Anxiety Symptoms Manifest in Physiological and Behavioral Metrics Collected from a Consumer-Grade Wearable Ring

2026 · Alireza Sameh, Saeid Azadifar, et al. · Research Square

Works count: 8

Citation count: 71

H-index: 2

I10-index: 2