Matti Kaisti

According to our database, Matti Kaisti authored at least 32 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Wearable edge machine learning with synthetic photoplethysmograms.

Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti

Expert Syst. Appl., March, 2024

Flexible framework for generating synthetic electrocardiograms and photoplethysmograms.

Katri Karhinoja, Antti Vasankari, Jukka-Pekka Sirkiä, Antti Airola, David Wong, Matti Kaisti

CoRR, 2024

Empirical investigation of multi-source cross-validation in clinical machine learning.

Tuija Leinonen, David Wong, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola

CoRR, 2024

Empirical investigation of multi-source cross-validation in clinical ECG classification.

Tuija Leinonen, David Wong, Antti Vasankari, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola

Comput. Biol. Medicine, 2024

Low-Cost Tissue Oximetry Using Discrete Light-Emitting Diodes.

Tuukka Panula, Inka Mustajoki, Katri Karhinoja, Maria Kjellman, Jukka-Pekka Sirkiä, Matti Kaisti

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

Domain randomization using synthetic electrocardiograms for training neural networks.

Matti Kaisti, Juho Laitala, David Wong, Antti Airola

Artif. Intell. Medicine, September, 2023

Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip.

Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti

IEEE Trans. Instrum. Meas., 2023

Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading.

Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti

IEEE Trans. Instrum. Meas., 2023

Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study.

Ali Kargarandehkordi, Matti Kaisti, Peter Washington

CoRR, 2023

Method for measuring jugular venous pulse with a miniature gyroscope sensor patch.

Katri Karhinoja, Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti, Tero Koivisto, Mikko Pänkäälä

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Enhancing the Reliability of Wearable Cardiac Monitoring using Accelerometer Activity Data.

Katri Karhinoja, Tuukka Panula, Tuija Leinonen, Antti Airola, Sari Stenholm, Matti Kaisti

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022

Mechanocardiograms with ECG reference.

Matti Kaisti, Mojtaba Jafari Tadi, Olli Lahdenoja, Tero Hurnanen, Mikko Pänkäälä, Tero Koivisto

Dataset, May, 2022

Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features.

Sara Summerton, Danny Wood, Darcy Murphy, Oliver C. Redfern, Matt Benatan, Matti Kaisti, David C. Wong

Proceedings of the Computing in Cardiology, 2022

Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups.

Ismail Elnaggar, Jouni Pykäri, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Mikko Savontaus, Tero Koivisto

Proceedings of the Computing in Cardiology, 2022

Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation.

Ismail Elnaggar, Tero Hurnanen, Jonas Sandelin, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tero Koivisto

Proceedings of the Computing in Cardiology, 2022

2021

Training neural networks with synthetic electrocardiograms.

Matti Kaisti, Juho Laitala, Antti Airola

CoRR, 2021

Miniaturization of a Finger-Worn Blood Pressure Instrument.

Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals.

Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Control Method for Continuous Non-Invasive Arterial Pressure Monitoring using the Non-Pulsatile Component of the PPG Signal.

Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks.

Ismail Elnaggar, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Jouni Pykäri, Mikko Savontaus, Tero Koivisto

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Multi-Wavelength Photoplethysmography Device for the Measurement of Pulse Transit Time in the Skin Microvasculature.

Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti

Proceedings of the Computing in Cardiology, 2020

2019

Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation.

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

npj Digit. Medicine, 2019

An Automated Device for Recording Peripheral Arterial Waveform.

Tuukka Panula, Juuso Blomster, Mikko Pänkäälä, Tero Koivisto, Matti Kaisti

Proceedings of the 46th Computing in Cardiology, 2019

Head Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers.

Olli Lahdenoja, Tero Hurnanen, Juho Koskinen, Matti Kaisti, Kim Munck, Samuel Emil Schmidt, Tero Koivisto, Mikko Pänkäälä

Proceedings of the 46th Computing in Cardiology, 2019

Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor.

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

Proceedings of the 46th Computing in Cardiology, 2019

2018

A Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal Processing.

Tuukka Panula, Tero Hurnanen, Jarno Tuominen, Matti Kaisti, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-Derived Seismo- and Gyrocardiography.

Saeed Mehrang, Mojtaba Jafari Tadi, Olli Lahdenoja, Matti Kaisti, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä, Tero Koivisto

Proceedings of the Computing in Cardiology, 2018

2017

Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals.

Olli Lahdenoja, Mojtaba Jafari Tadi, Matti Kaisti, Timo Knuutila, Mikko Pänkäälä, Tero Koivisto

Proceedings of the Computing in Cardiology, 2017

Wearable Pressure Sensor Array for Health Monitoring.

Matti Kaisti, Joni Leppänen, Olli Lahdenoja, Pekka Kostiainen, Mikko Pänkäälä, Ulf Meriheinä, Tero Koivisto

Proceedings of the Computing in Cardiology, 2017

2016

Radiometric Resolution Analysis and a Simulation Model.

Matti Kaisti, Miikka Altti, Torsti Poutanen

Remote. Sens., 2016

2014

Agile Principles in the Embedded System Development.

Matti Kaisti, Tapio Mujunen, Tuomas Mäkilä, Ville Rantala, Teijo Lehtonen

Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2014

2013

Agile methods for embedded systems development - a literature review and a mapping study.

Matti Kaisti, Ville Rantala, Tapio Mujunen, Sami Hyrynsalmi, Kaisa Könnölä, Tuomas Mäkilä, Teijo Lehtonen

EURASIP J. Embed. Syst., 2013