176 citations
- University of HelsinkiFI10 papers
- Aalto UniversityFI3 papers
- Heidelberg UniversityDE2 papers
- Heinrich Heine University DüsseldorfDE2 papers
- Medical University of ViennaAT2 papers
- Skåne University HospitalSE2 papers
- Technische Universität DresdenDE2 papers
- University of ManchesterGB2 papers
- Aava Medical CentreFI1 paper
- Åbo Akademi UniversityFI1 paper
- Acibadem City ClinicBG1 paper
- Addenbrooke's HospitalGB1 paper
Showing cs.LGShow all
3 papers · 1 filter
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★ 131 cited
Classification of datasets with imputed missing values: does imputation quality matter?
Tolou Shadbahr, Michael Roberts, Jan Stanczuk +15
Classifying samples in incomplete datasets is a common aim for machine learning practitioners, but is non-trivial. Missing data is found in most real-world datasets and these missi…
cs.LG2019★ 15 cited
Improving Prostate Cancer Detection with Breast Histopathology Images
Umair Akhtar Hasan Khan, Carolin Stürenberg, Oguzhan Gencoglu +4
Deep neural networks have introduced significant advancements in the field of machine learning-based analysis of digital pathology images including prostate tissue images. With the…