Pasi Liljeberg

Loneliness and well-being in finnish immigrants: A multimodal dataset from wearables and passive data collection (2026)

Data in Brief

Wang, Yuning; Auxier, Jennifer; Mark, Amayag; Farzanehkari, Parisa; Axelin, Anna; Azimi, Iman; Rahmani, Amir M.; Liljeberg, Pasi

(A1 Vertaisarvioitu data-artikkeli tieteellisessä lehdessä)

Adaptive Autocorrelation Based Heart Rate Estimation from Single-Axis Seismocardiogram: A Comprehensive Benchmark Across Six Diverse Datasets (2026)

IEEE Journal of Biomedical and Health Informatics

Ullah, Ajdar; Elnaggar, Ismail; Seifizarei, Sepehr; Lahdenoja, Olli; Azmat, Usman; Jaakkola, Jussi; Jaakkola, Samuli; Vasankari, Tuija; Airaksinen, Juhani; Kiviniemi, Tuomas; Koivisto, Tero; Liljeberg, Pasi

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach (2025)

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Kazemi, Kianoosh; Azimi, Iman; Khine, Michelle; Khayat, Rami N.; Rahmani, Amir M.; Liljeberg, Pasi

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach (2025)

JMIR Formative Research

Subramanian, Ajan; Cao, Rui; Naeini, Emad Kasaeyan; Aqajari, Seyed Amir Hossein; Hughes, Thomas D; Calderon, Michael-David; Zheng, Kai; Dutt, Nikil; Liljeberg, Pasi; Salanterä, Sanna; Nelson, Ariana M; Rahmani, Amir M

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Invited Paper: Mindful AI for Pervasive Health and Wellbeing (PHW) (2025)

IEEE/ACM International Conference on Computer-Aided Design

Alikhani, Hamidreza; Kanduri, Anil; Liljeberg, Pasi; Rahmani; Amir M.; Dutt, Nikil

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

VOLEMIA: Non-invasive blood pressure estimation using temporal-spectral convolutional network (2025)

Digital Signal Processing

Saikia, Trishna; Vankayalapati, Satwik; Gupta, Puneet; Liljeberg, Pasi

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Identifying daily-living features related to loneliness: A causal machine learning approach (2025)

PLoS ONE

Wang, Yuning; Auxier, Jennifer; Amayag, Mark; Azimi, Iman; Rahmani, Amir M.; Liljeberg, Pasi; Axelin, Anna

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Respiration Rate Estimation via Smartwatch-based Photoplethysmography and Accelerometer Data: A Transfer Learning Approach (2025)

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Kazemi, Kianoosh; Azimi, Iman; Liljeberg, Pasi; Rahmani, Amir M.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation (2025)

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Feli, Mohammad; Azimi, Iman; Liljeberg, Pasi; Rahmani, Amir M.

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

ISCA: Intelligent Sense-Compute Adaptive Co-Optimization of Multimodal Machine Learning Kernels for Resilient mHealth Services on Wearables (2025)

IEEE Design and Test

Alikhani, Hamidreza; Kanduri, Anil; Naeini, Emad Kasaeyan; Shahhosseini, Sina; Liljeberg, Pasi; Rahmani, Amir M.; Dutt, Nikil

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Pasi

Liljeberg

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Loneliness and well-being in finnish immigrants: A multimodal dataset from wearables and passive data collection (2026)

Adaptive Autocorrelation Based Heart Rate Estimation from Single-Axis Seismocardiogram: A Comprehensive Benchmark Across Six Diverse Datasets (2026)

Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach (2025)

Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach (2025)

Invited Paper: Mindful AI for Pervasive Health and Wellbeing (PHW) (2025)

VOLEMIA: Non-invasive blood pressure estimation using temporal-spectral convolutional network (2025)

Identifying daily-living features related to loneliness: A causal machine learning approach (2025)

Respiration Rate Estimation via Smartwatch-based Photoplethysmography and Accelerometer Data: A Transfer Learning Approach (2025)

An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation (2025)

ISCA: Intelligent Sense-Compute Adaptive Co-Optimization of Multimodal Machine Learning Kernels for Resilient mHealth Services on Wearables (2025)