Aki Koivu

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 7

Top Topics

Risk Assessment

Transfer Learning

Machine Learning

Illumination Correction

Top Venues

Comput. Biol. Medicine

iThings/GreenCom/CPSCom/SmartData

J. Am. Medical Informatics Assoc.

Health Inf. Sci. Syst.

Publications

Santeri Mäntyniemi, Eero Lehtonen, Aki Koivu
Synthetization, Distortion, and Geometric Correction of Isoelectric Focusing Gels for Newborn Screening. IEEE Access 10 (2022)
Aki Koivu, Joona-Pekko Kakko, Santeri Mäntyniemi, Mikko Sairanen
Quality of randomness and node dropout regularization for fitting neural networks. Expert Syst. Appl. 207 (2022)
Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala, Wing-cheong Leung, Tsz-kin Lo, Daljit Singh Sahota
Adaptive risk prediction system with incremental and transfer learning. Comput. Biol. Medicine 138 (2021)
Aki Koivu, Mikko Sairanen, Antti Airola, Tapio Pahikkala
Synthetic minority oversampling of vital statistics data with generative adversarial networks. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Aki Koivu, Mikko Sairanen
Predicting risk of stillbirth and preterm pregnancies with machine learning. Health Inf. Sci. Syst. 8 (1) (2020)
Aki Koivu, Teemu Korpimäki, Petri Kivelä, Tapio Pahikkala, Mikko Sairanen
Evaluation of machine learning algorithms for improved risk assessment for Down's syndrome. Comput. Biol. Medicine 98 (2018)
Aki Koivu, Lauri Koivunen, Shohreh Hosseinzadeh, Samuel Laurén, Sami Hyrynsalmi, Sampsa Rauti, Ville Leppänen
Software Security Considerations for IoT. iThings/GreenCom/CPSCom/SmartData (2016)