Pasi Liljeberg

University of Turku — Finland

Computer Science · Physical Sciences

50h-index10.6kcitations406works1.62yr avg
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Research Topics

Interconnection Networks and Systems(161), Parallel Computing and Optimization Techniques(101), Advanced Memory and Neural Computing(56), IoT and Edge/Fog Computing(55), Non-Invasive Vital Sign Monitoring(54)

Publications406 total

Adaptive Autocorrelation Based Heart Rate Estimation from Single-Axis Seismocardiogram: A Comprehensive Benchmark Across Six Diverse Datasets
IEEE Journal of Biomedical and Health Informatics·2026Open Access
Identifying daily-living features related to loneliness: A causal machine learning approach
PLoS ONE·2025Open Access
Effectiveness of the SLIM Intervention (“Supporting Lifestyle Change in Pregnant Mothers with Obesity Through the Wearable Internet-of-Things”) on Quality of Life: A Quasi-experimental Trial (Preprint)
2025Open Access
Loneliness and well-being in finnish immigrants: A multimodal dataset from wearables and passive data collection
Data in Brief·2025Open Access
Twill: Scheduling Compound AI Systems on Heterogeneous Mobile Edge Platforms
2025
Invited Paper: Mindful AI for Pervasive Health and Wellbeing (PHW)
2025
A Novel Wearable-Based Fetal Movement Localization System Using Machine Learning
2025
Heart Rate Estimation Through Autocorrelation from Single Axis Accelerometer of Smartphone
2025
An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation
2025
Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
2025· 2 cited
Twill: Scheduling Compound AI Systems on Heterogeneous Mobile Edge Platforms
arXiv (Cornell University)·2025Open Access
VOLEMIA: Non-invasive blood pressure estimation using temporal-spectral convolutional network
Digital Signal Processing·2025· 1 cited
Circadian Rhythm of Heart Rate and Heart Rate Variability in Pregnancy
2025Open Access
HiDP:Hierarchical DNN Partitioning for Distributed Inference on Heterogeneous Edge Platforms
2025· 5 citedOpen Access
Exploiting Approximation for Run-time Resource Management of Embedded HMPs
ACM Transactions on Embedded Computing Systems·2025· 1 citedOpen Access
Respiration Rate Estimation via Smartwatch-based Photoplethysmography and Accelerometer Data: A Transfer Learning Approach
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies·2025· 1 citedOpen Access
An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation
arXiv (Cornell University)·2025Open Access
Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
arXiv (Cornell University)·2025Open Access
Multitask learning approach for PPG applications: Case studies on signal quality assessment and physiological parameters estimation
Computers in Biology and Medicine·2025· 7 citedOpen Access
Circadian rhythm of heart rate and heart rate variability in pregnancy.
PubMed·2025Open Access
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Frequent Co-authors

Hannu Tenhunen(23), Juha Plosila(17), Amir M. Rahmani(16), Iman Azimi(16), Tuan Nguyen Gia(12), Amir M. Rahmani(12), Tomi Westerlund(10), Arman Anzanpour(8), Mingzhe Jiang(8), Fahimeh Farahnakian(8), Nikil Dutt(7), Anna Axelin(7), Hannakaisa Niela‐Vilén(7), Masoud Daneshtalab(7), Tapio Pahikkala(6), Amir-Mohammad Rahmani(5), Fatemeh Sarhaddi(5), Masoumeh Ebrahimi(5), Behailu Negash(3), Victor Kathan Sarker(3)