Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Dipl.ins., tietotekniikka
Award Date: 13 Jun 2016
Tekn. kand., tietotekniikka
Award Date: 16 Jun 2014
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Dive into the research topics where Karoliina Tapani is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Automated seizure detection for neonatal EEG
Tapani, K., 2022, Aalto University. 138 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy
Tapani, K. T., Nevalainen, P., Vanhatalo, S. & Stevenson, N. J., Jun 2022, In: Computers in Biology and Medicine. 145, p. 1-10 10 p., 105399.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile10 Citations (Scopus)44 Downloads (Pure) -
Building an Open Source Classifier for the Neonatal EEG Background: A Systematic Feature-Based Approach From Expert Scoring to Clinical Visualization
Moghadam, S. M., Pinchefsky, E., Tse, I., Marchi, V., Kohonen, J., Kauppila, M., Airaksinen, M., Tapani, K., Nevalainen, P., Hahn, C., Tam, E. W. Y., Stevenson, N. J. & Vanhatalo, S., 31 May 2021, In: FRONTIERS IN HUMAN NEUROSCIENCE. 15, 15 p., 675154.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)76 Downloads (Pure) -
Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert
Stevenson, N., Tapani, K. & Vanhatalo, S., 1 Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. IEEE, p. 5991-5994 4 p. 8857367Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile10 Citations (Scopus)41 Downloads (Pure) -
Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection
Tapani, K. T., Vanhatalo, S. & Stevenson, N. J., 1 May 2019, In: International Journal of Neural Systems. 29, 4, 15 p., 1850030.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile55 Citations (Scopus)34 Downloads (Pure)
Datasets
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A dataset of neonatal EEG recordings with seizures annotations
Stevenson, N. J. (Creator), Tapani, K. (Creator), Lauronen, L. (Creator) & Vanhatalo, S. (Creator), Zenodo, 2018
Dataset