Matti Kaisti

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Atrial Fibrillation

Wavelet Transform

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)
Tuija Leinonen, David Wong, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola
Empirical investigation of multi-source cross-validation in clinical machine learning. CoRR (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)
Matti Kaisti, Juho Laitala, David Wong, Antti Airola
Domain randomization using synthetic electrocardiograms for training neural networks. Artif. Intell. Medicine 143 (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)
Ali Kargarandehkordi, Matti Kaisti, Peter Washington
Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study. CoRR (2023)
Sara Summerton, Danny Wood, Darcy Murphy, Oliver C. Redfern, Matt Benatan, Matti Kaisti, David C. Wong
Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features. CinC (2022)
Ismail Elnaggar, Tero Hurnanen, Jonas Sandelin, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tero Koivisto
Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation. CinC (2022)
Ismail Elnaggar, Jouni Pykäri, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Mikko Savontaus, Tero Koivisto
Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups. CinC (2022)
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)
Ismail Elnaggar, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Jouni Pykäri, Mikko Savontaus, Tero Koivisto
Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks. 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)
Matti Kaisti, Juho Laitala, Antti Airola
Training neural networks with synthetic electrocardiograms. CoRR (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)
Olli Lahdenoja, Tero Hurnanen, Juho Koskinen, Matti Kaisti, Kim Munck, Samuel Emil Schmidt, Tero Koivisto, Mikko Pänkäälä
Head Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers. CinC (2019)
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)
Saeed Mehrang, Mojtaba Jafari Tadi, Olli Lahdenoja, Matti Kaisti, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä, Tero Koivisto
Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-Derived Seismo- and Gyrocardiography. CinC (2018)
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)
Matti Kaisti, Joni Leppänen, Olli Lahdenoja, Pekka Kostiainen, Mikko Pänkäälä, Ulf Meriheinä, Tero Koivisto
Wearable Pressure Sensor Array for Health Monitoring. CinC (2017)
Olli Lahdenoja, Mojtaba Jafari Tadi, Matti Kaisti, Timo Knuutila, Mikko Pänkäälä, Tero Koivisto
Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals. CinC (2017)
Matti Kaisti, Miikka Altti, Torsti Poutanen
Radiometric Resolution Analysis and a Simulation Model. Remote. Sens. 8 (2) (2016)
Matti Kaisti, Tapio Mujunen, Tuomas Mäkilä, Ville Rantala, Teijo Lehtonen
Agile Principles in the Embedded System Development. XP (2014)
Matti Kaisti, Ville Rantala, Tapio Mujunen, Sami Hyrynsalmi, Kaisa Könnölä, Tuomas Mäkilä, Teijo Lehtonen
Agile methods for embedded systems development - a literature review and a mapping study. EURASIP J. Embed. Syst. 2013 (2013)