Matti Kaisti - RankMe

37 papers B 2C 1Journal 15Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Assessing the impact of signal quality on heart rate detection from long-term clinical wrist PPG under varying cardiac rhythms. Biomed. Signal Process. Control. Yangyang Zhao, Olli Lahdenoja, Jonas Sandelin, Sepehr Seifizarei, Arman Anzanpour, Joonas Lehto, Joel Nuotio, Jussi Jaakkola, Arto Relander, Tuija Vasankari, Juhani Airaksinen, Tuomas Kiviniemi, Matti Kaisti, Tero Koivisto
2026	J	`jnl`	Securing deep learning models with differential privacy for cardiovascular disease prediction. Biomed. Signal Process. Control. Zoher Orabe, Antti Vasankari, Tapio Pahikkala, Matti Kaisti, Antti Airola
2025	B	`conf`	Cross-Dataset Validation of a Sensor Agnostic Seismocardiography Peak Detection Method. CHASE Ismail Elnaggar, Sepehr Seifizarei, Jonas Sandelin, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tero Koivisto
2025	—	`conf`	Motion-Robust Multimodal Fusion of PPG and Accelerometer Signals for Three-Class Heart Rhythm Classification. UbiComp Companion Yangyang Zhao, Matti Kaisti, Olli Lahdenoja, Tero Koivisto
2025	J	`jnl`	Motion-Robust Multimodal Fusion of PPG and Accelerometer Signals for Three-Class Heart Rhythm Classification. CoRR Yangyang Zhao, Matti Kaisti, Olli Lahdenoja, Tero Koivisto
2024	J	`jnl`	Empirical investigation of multi-source cross-validation in clinical ECG classification. Comput. Biol. Medicine Tuija Leinonen, David Wong, Antti Vasankari, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola
2024	J	`jnl`	Empirical investigation of multi-source cross-validation in clinical machine learning. CoRR Tuija Leinonen, David Wong, Ali Wahab, Ramesh Nadarajah, Matti Kaisti, Antti Airola
2024	J	`jnl`	Flexible framework for generating synthetic electrocardiograms and photoplethysmograms. CoRR Katri Karhinoja, Antti Vasankari, Jukka-Pekka Sirkiä, Antti Airola, David Wong, Matti Kaisti
2024	—	`conf`	Low-Cost Tissue Oximetry Using Discrete Light-Emitting Diodes. I2MTC Tuukka Panula, Inka Mustajoki, Katri Karhinoja, Maria Kjellman, Jukka-Pekka Sirkiä, Matti Kaisti
2024	—	`conf`	Toward Automatic Cardiovascular and Respiratory Assessment Using Automatic 6-Minute Walking Test. IEEE SENSORS Katri Karhinoja, Tuukka Panula, Matti Kaisti
2024	J	`jnl`	Wearable edge machine learning with synthetic photoplethysmograms. Expert Syst. Appl. Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
2023	J	`jnl`	Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading. IEEE Trans. Instrum. Meas. Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti
2023	J	`jnl`	Domain randomization using synthetic electrocardiograms for training neural networks. Artif. Intell. Medicine Matti Kaisti, Juho Laitala, David Wong, Antti Airola
2023	C	`conf`	Enhancing the Reliability of Wearable Cardiac Monitoring using Accelerometer Activity Data. BSN Katri Karhinoja, Tuukka Panula, Tuija Leinonen, Antti Airola, Sari Stenholm, Matti Kaisti
2023	—	`conf`	Method for measuring jugular venous pulse with a miniature gyroscope sensor patch. EMBC Katri Karhinoja, Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti, Tero Koivisto, Mikko Pänkäälä
2023	J	`jnl`	Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study. CoRR Ali Kargarandehkordi, Matti Kaisti, Peter Washington
2023	J	`jnl`	Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip. IEEE Trans. Instrum. Meas. Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
2022	—	`conf`	Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups. CinC Ismail Elnaggar, Jouni Pykäri, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Mikko Savontaus, Tero Koivisto
2022	—	`conf`	Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation. CinC Ismail Elnaggar, Tero Hurnanen, Jonas Sandelin, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tero Koivisto
2022	—	`conf`	Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features. CinC Sara Summerton, Danny Wood, Darcy Murphy, Oliver C. Redfern, Matt Benatan, Matti Kaisti, David C. Wong
2021	—	`conf`	Control Method for Continuous Non-Invasive Arterial Pressure Monitoring using the Non-Pulsatile Component of the PPG Signal. CinC Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti
2021	—	`conf`	Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks. CinC Ismail Elnaggar, Tero Hurnanen, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tuija Vasankari, Jouni Pykäri, Mikko Savontaus, Tero Koivisto
2021	—	`conf`	Miniaturization of a Finger-Worn Blood Pressure Instrument. EMBC Tuukka Panula, Jukka-Pekka Sirkiä, Matti Kaisti
2021	—	`conf`	The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals. CinC Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
2021	J	`jnl`	Training neural networks with synthetic electrocardiograms. CoRR Matti Kaisti, Juho Laitala, Antti Airola
2020	—	`conf`	Multi-Wavelength Photoplethysmography Device for the Measurement of Pulse Transit Time in the Skin Microvasculature. CinC Jukka-Pekka Sirkiä, Tuukka Panula, Matti Kaisti
2019	—	`conf`	An Automated Device for Recording Peripheral Arterial Waveform. CinC Tuukka Panula, Juuso Blomster, Mikko Pänkäälä, Tero Koivisto, Matti Kaisti
2019	—	`conf`	Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor. CinC 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
2019	J	`jnl`	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 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
2019	—	`conf`	Head Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers. CinC Olli Lahdenoja, Tero Hurnanen, Juho Koskinen, Matti Kaisti, Kim Munck, Samuel Emil Schmidt, Tero Koivisto, Mikko Pänkäälä
2018	—	`conf`	A Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal Processing. ICECS Tuukka Panula, Tero Hurnanen, Jarno Tuominen, Matti Kaisti, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto
2018	—	`conf`	Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-Derived Seismo- and Gyrocardiography. CinC Saeed Mehrang, Mojtaba Jafari Tadi, Olli Lahdenoja, Matti Kaisti, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä, Tero Koivisto
2017	—	`conf`	Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals. CinC Olli Lahdenoja, Mojtaba Jafari Tadi, Matti Kaisti, Timo Knuutila, Mikko Pänkäälä, Tero Koivisto
2017	—	`conf`	Wearable Pressure Sensor Array for Health Monitoring. CinC Matti Kaisti, Joni Leppänen, Olli Lahdenoja, Pekka Kostiainen, Mikko Pänkäälä, Ulf Meriheinä, Tero Koivisto
2016	J	`jnl`	Radiometric Resolution Analysis and a Simulation Model. Remote. Sens. Matti Kaisti, Miikka Altti, Torsti Poutanen
2014	B	`conf`	Agile Principles in the Embedded System Development. XP Matti Kaisti, Tapio Mujunen, Tuomas Mäkilä, Ville Rantala, Teijo Lehtonen
2013	J	`jnl`	Agile methods for embedded systems development - a literature review and a mapping study. EURASIP J. Embed. Syst. Matti Kaisti, Ville Rantala, Tapio Mujunen, Sami Hyrynsalmi, Kaisa Könnölä, Tuomas Mäkilä, Teijo Lehtonen