Riku Huttunen

According to our database, Riku Huttunen authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Optimal Electroencephalogram and Electrooculogram Signal Combination for Deep Learning-Based Sleep Staging.

Masoumeh Tashakori, Matias Rusanen, Tuomas Karhu, Riku Huttunen, Timo Leppänen, Sami Nikkonen

IEEE J. Biomed. Health Informatics, July, 2025

2024

A harmonized and interoperable format for storing and processing polysomnography data.

Riku Huttunen, Matias Rusanen, Sami Nikkonen, Henri Korkalainen, Samu Kainulainen

CoRR, 2024

2023

A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection.

Riku Huttunen, Timo Leppänen, Brett Duce, Erna Sif Arnardóttir, Sami Nikkonen, Sami Myllymaa, Juha Töyräs, Henri Korkalainen

IEEE Trans. Biomed. Eng., May, 2023

Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings.

Matias Rusanen, Riku Huttunen, Henri Korkalainen, Sami Myllymaa, Juha Töyräs, Katja Myllymaa, Sigríður Sigurðardóttir, Kristin A. Olafsdottir, Timo Leppänen, Erna Sif Arnardóttir, Samu Kainulainen

IEEE J. Biomed. Health Informatics, April, 2023

aSAGA: Automatic Sleep Analysis with Gray Areas.

Matias Rusanen, Gabriel Jouan, Riku Huttunen, Sami Nikkonen, Sigríður Sigurðardóttir, Juha Töyräs, Brett Duce, Sami Myllymaa, Erna Sif Arnardóttir, Timo Leppänen, Anna Sigridur Islind, Samu Kainulainen, Henri Korkalainen

CoRR, 2023