Pasi Liljeberg

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 )

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 )

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 )

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 )

Circadian rhythm of heart rate and heart rate variability in pregnancy (2025)

npj Women's Health

Rasouli, Mahkameh; Feli, Mohammad; Azimi, Iman; Haghayegh, Shahab; Sarhaddi, Fatemeh; Niela-Vilen, Hannakaisa; Axelin, Anna; Liljeberg, Pasi; Rahmani, Amir M.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Exploiting Approximation for Run-time Resource Management of Embedded HMPs (2025)

ACM Transactions in Embedded Computing Systems

Taufique, Zain; Kanduri, Anil; Miele, Antonio; Rahmani, Amir; Bolchini, Cristiana; Dutt, Nikil; Liljeberg, Pasi

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Multitask learning approach for PPG applications: Case studies on signal quality assessment and physiological parameters estimation (2025)

Computers in Biology and Medicine

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

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Improved sleep stage predictions by deep learning of photoplethysmogram and respiration patterns (2024)

Computers in Biology and Medicine

Kazemi, Kianoosh; Abiri, Arash; Zhou, Yongxiao; Rahmani, Amir; Khayat, Rami N.; Liljeberg, Pasi; Khine, Michelle

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Tango: Low Latency Multi-DNN Inference on Heterogeneous Edge Platforms (2024)

Proceedings : IEEE International Conference on Computer Design

Taufique, Zain; Vyas, Aman; Miele, Antonio, Liljeberg, Pasi; Kanduri, Anil

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms (2024)

Proceedings of the Asia and South Pacific Design Automation Conference

Taufique, Zain; Miele, Antonio; Liljeberg, Pasi; Kanduri, Anil

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Pasi

Liljeberg

Ota yhteyttä

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

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

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

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

Circadian rhythm of heart rate and heart rate variability in pregnancy (2025)

Exploiting Approximation for Run-time Resource Management of Embedded HMPs (2025)

Multitask learning approach for PPG applications: Case studies on signal quality assessment and physiological parameters estimation (2025)

Improved sleep stage predictions by deep learning of photoplethysmogram and respiration patterns (2024)

Tango: Low Latency Multi-DNN Inference on Heterogeneous Edge Platforms (2024)

Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms (2024)