Mikko Sairanen

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Risk Assessment

Manifold Alignment

Benchmark Data Sets

Transfer Learning

Top Venues

Comput. Biol. Medicine

J. Am. Medical Informatics Assoc.

Health Inf. Sci. Syst.

Expert Syst. Appl.

Publications

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)