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2020 – today
- 2024
[j8]Tuija Leinonen, David Wong
, Antti Vasankari, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola:
Empirical investigation of multi-source cross-validation in clinical ECG classification. Comput. Biol. Medicine 183: 109271 (2024)- [j7]Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti:
Wearable edge machine learning with synthetic photoplethysmograms. Expert Syst. Appl. 238(Part B): 121523 (2024) - [c19]Tuukka Panula, Inka Mustajoki, Katri Karhinoja, Maria Kjellman, Jukka-Pekka Sirkiä, Matti Kaisti:
Low-Cost Tissue Oximetry Using Discrete Light-Emitting Diodes. I2MTC 2024: 1-5 - [i4]Tuija Leinonen, David Wong, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola:
Empirical investigation of multi-source cross-validation in clinical machine learning. CoRR abs/2403.15012 (2024) - [i3]Katri Karhinoja, Antti Vasankari, Jukka-Pekka Sirkiä, Antti Airola, David Wong, Matti Kaisti:
Flexible framework for generating synthetic electrocardiograms and photoplethysmograms. CoRR abs/2408.16291 (2024) - 2023
- [j6]Matti Kaisti, Juho Laitala, David Wong, Antti Airola:
Domain randomization using synthetic electrocardiograms for training neural networks. Artif. Intell. Medicine 143: 102583 (2023) - [j5]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: 1-10 (2023) - [j4]Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti:
Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [c18]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: 1-4 - [c17]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: 1-4 - [i2]Ali Kargarandehkordi, Matti Kaisti, Peter Washington:
Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study. CoRR abs/2311.12812 (2023) - 2022
- [c16]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: 1-4 - [c15]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: 1-4 - [c14]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: 1-4 - [d1]Matti Kaisti, Mojtaba Jafari Tadi, Olli Lahdenoja, Tero Hurnanen, Mikko Pänkäälä, Tero Koivisto:
Mechanocardiograms with ECG reference. IEEE DataPort, 2022
- 2021
- [c13]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: 1-4 - [c12]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: 1-4 - [c11]Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti:
The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals. CinC 2021: 1-4 - [c10]Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti:
Miniaturization of a Finger-Worn Blood Pressure Instrument. EMBC 2021: 7441-7444 - [i1]Matti Kaisti, Juho Laitala, Antti Airola:
Training neural networks with synthetic electrocardiograms. CoRR abs/2111.06175 (2021) - 2020
- [c9]Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti:
Multi-Wavelength Photoplethysmography Device for the Measurement of Pulse Transit Time in the Skin Microvasculature. CinC 2020: 1-4
2010 – 2019
- 2019
- [j3]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) - [c8]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: 1-4 - [c7]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: 1-4 - [c6]Tuukka Panula, Juuso Blomster, Mikko Pänkäälä, Tero Koivisto, Matti Kaisti:
An Automated Device for Recording Peripheral Arterial Waveform. CinC 2019: 1-4 - 2018
- [c5]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: 1-4 - [c4]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: 681-684 - 2017
- [c3]Matti Kaisti, Joni Leppänen, Olli Lahdenoja, Pekka Kostiainen, Mikko Pänkäälä, Ulf Meriheinä, Tero Koivisto:
Wearable Pressure Sensor Array for Health Monitoring. CinC 2017 - [c2]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 - 2016
- [j2]Matti Kaisti, Miikka Altti, Torsti Poutanen:
Radiometric Resolution Analysis and a Simulation Model. Remote. Sens. 8(2): 85 (2016) - 2014
- [c1]Matti Kaisti, Tapio Mujunen, Tuomas Mäkilä, Ville Rantala, Teijo Lehtonen:
Agile Principles in the Embedded System Development. XP 2014: 16-31 - 2013
- [j1]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: 15 (2013)
Coauthor Index
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last updated on 2024-11-07 20:27 CET by the dblp team
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