Tuukka Panula

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Atrial Fibrillation

Intensive Care Unit

Machine Learning

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
Wearable edge machine learning with synthetic photoplethysmograms. Expert Syst. Appl. 238 (Part B) (2024)
Tuukka Panula, Inka Mustajoki, Katri Karhinoja, Maria Kjellman, Jukka-Pekka Sirkiä, Matti Kaisti
Low-Cost Tissue Oximetry Using Discrete Light-Emitting Diodes. I2MTC (2024)
Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti
Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading. IEEE Trans. Instrum. Meas. 72 (2023)
Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip. IEEE Trans. Instrum. Meas. 72 (2023)
Katri Karhinoja, Tuukka Panula, Tuija Leinonen, Antti Airola, Sari Stenholm, Matti Kaisti
Enhancing the Reliability of Wearable Cardiac Monitoring using Accelerometer Activity Data. BSN (2023)
Katri Karhinoja, Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti, Tero Koivisto, Mikko Pänkäälä
Method for measuring jugular venous pulse with a miniature gyroscope sensor patch. EMBC (2023)
Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti
Miniaturization of a Finger-Worn Blood Pressure Instrument. EMBC (2021)
Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals. CinC (2021)
Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti
Control Method for Continuous Non-Invasive Arterial Pressure Monitoring using the Non-Pulsatile Component of the PPG Signal. CinC (2021)
Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
Multi-Wavelength Photoplethysmography Device for the Measurement of Pulse Transit Time in the Skin Microvasculature. CinC (2020)
Matti Kaisti, Tuukka Panula, Joni Leppänen, Risto Punkkinen, Mojtaba Jafari Tadi, Tuija Vasankari, Samuli Jaakkola, Tuomas Kiviniemi, Juhani Airaksinen, Pekka Kostiainen, Ulf Meriheinä, Tero Koivisto, Mikko Pänkäälä
Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation. npj Digit. Medicine 2 (2019)
Tero Koivisto, Olli Lahdenoja, Juho Koskinen, Tuukka Panula, Tero Hurnanen, Matti Kaisti, Jere Kinnunen, Pekka Kostiainen, Ulf Meriheinä, Tuija Vasankari, Samuli Jaakkola, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä
Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor. CinC (2019)
Tuukka Panula, Juuso Blomster, Mikko Pänkäälä, Tero Koivisto, Matti Kaisti
An Automated Device for Recording Peripheral Arterial Waveform. CinC (2019)
Tuukka Panula, Tero Hurnanen, Jarno Tuominen, Matti Kaisti, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto
A Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal Processing. ICECS (2018)