15 citations · 19 across the 6 of their papers we have counts for
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cs.LG2023★ 3 cited
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors
Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo +1
The recently-developed infant wearable MAIJU provides a means to automatically evaluate infants' motor performance in an objective and scalable manner in out-of-hospital settings.…
cs.LG2022
Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy
Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo +1
Neonatal seizure detection algorithms (SDA) are approaching the benchmark of human expert annotation. Measures of algorithm generalizability and non-inferiority as well as measures…