Niku Oksala

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 14

Top Topics

Beat Classification

Emergency Department

Machine Learning

Multivariate Data

Top Venues

IEEE J. Biomed. Health Informatics

BMC Medical Informatics Decis. Mak.

Comput. Biol. Medicine

Publications

Jalmari Tuominen, Teemu Koivistoinen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine
Early Warning Software for Emergency Department Crowding. J. Medical Syst. 47 (1) (2023)
Jalmari Tuominen, Eetu Pulkkinen, Jaakko Peltonen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine
Forecasting Emergency Department Crowding with Advanced Machine Learning Models and Multivariable Input. CoRR (2023)
Jalmari Tuominen, Teemu Koivistoinen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine
Early Warning Software for Emergency Department Crowding. CoRR (2023)
Jalmari Tuominen, Francesco Lomio, Niku Oksala, Ari Palomäki, Jaakko Peltonen, Heikki Huttunen, Antti Roine
Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Anton Kontunen, Ulla Karhunen-Enckell, Markus Karjalainen, Anna Anttalainen, Pekka Kumpulainen, Leena Pitkänen, Osmo Anttalainen, Antti Vehkaoja, Niku Oksala, Antti Roine
Tissue Identification From Surgical Smoke by Differential Mobility Spectrometry: An in Vivo Study. IEEE Access 9 (2021)
Christoph Hoog Antink, Yen Mai, Roosa Aalto, Christoph Brüser, Steffen Leonhardt, Niku Oksala, Antti Vehkaoja
Ballistocardiography Can Estimate Beat-to-Beat Heart Rate Accurately at Night in Patients After Vascular Intervention. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Christoph Hoog Antink, Yen Mai, Jukka Ranta, Adrian Tamiceriu, Christoph Brüser, Steffen Leonhardt, Niku Oksala, Antti Vehkaoja
On the Performance of Bed-Integrated Ballistocardiography in Long-Term Heart Rate Monitoring of Vascular Patients. CinC (2019)
Mikko Peltokangas, Velipekka Suominen, Damir Vakhitov, Janne Korhonen, Jarmo Verho, Ville M. Mattila, Pekka Romsi, Jukka Lekkala, Antti Vehkaoja, Niku Oksala
Effects of Percutaneous Transluminal Angioplasty of Superficial Femoral Artery on Photoplethysmographic Pulse Transit Times. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Kari Antila, Niku Oksala, Jussi A. Hernesniemi
High Quality Phenotypic Data and Machine Learning Beat a Generic Risk Score in the Prediction of Mortality in Acute Coronary Syndrome. ERCIM News 2019 (118) (2019)
Mikko Peltokangas, Damir Vakhitov, Velipekka Suominen, Janne Korhonen, Matti Huotari, Jarmo Verho, Juha Röning, Ville M. Mattila, Pekka Romsi, Niku Oksala, Antti Vehkaoja
Lower Limb Pulse Rise Time as a Marker of Peripheral Arterial Disease. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Mikko Peltokangas, Anca A. Telembeci, Jarmo Verho, Ville M. Mattila, Pekka Romsi, Antti Vehkaoja, Jukka Lekkala, Niku Oksala
Parameters Extracted From Arterial Pulse Waves as Markers of Atherosclerotic Changes: Performance and Repeatability. IEEE J. Biomed. Health Informatics 22 (3) (2018)
Vala Jeyhani, Shadi Mahdiani, Jari Viik, Niku Oksala, Antti Vehkaoja
A novel technique for analysis of postural information with wearable devices. BSN (2018)
Mikko Peltokangas, Velipekka Suominen, Damir Vakhitov, Jarmo Verho, Janne Korhonen, Jukka Lekkala, Antti Vehkaoja, Niku Oksala
The effect of percutaneous transluminal angioplasty of superficial femoral artery on pulse wave features. Comput. Biol. Medicine 96 (2018)
Mikko Peltokangas, Antti Vehkaoja, Jarmo Verho, Ville M. Mattila, Pekka Romsi, Jukka Lekkala, Niku Oksala
Age Dependence of Arterial Pulse Wave Parameters Extracted From Dynamic Blood Pressure and Blood Volume Pulse Waves. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Sasu Liuhanen, Marko Sallisalmi, Ville Pettilä, Niku Oksala, Jyrki Tenhunen
Indirect measurement of the vascular endothelial glycocalyx layer thickness in human submucosal capillaries with a plug-in for ImageJ. Comput. Methods Programs Biomed. 110 (1) (2013)