37 citations
- University of HelsinkiFI14 papers
- Aalto UniversityFI6 papers
- Helsinki Institute for Information TechnologyFI6 papers
- Finnish Institute for Health and WelfareFI3 papers
- University of Eastern FinlandFI3 papers
- HiLIFE – Elämäntieteiden Instituutti2 papers
- Oslo University HospitalNO2 papers
- University of OsloNO2 papers
- University of OuluFI2 papers
- Dalian Maritime UniversityCN1 paper
- Finland UniversityFI1 paper
- Ghent UniversityBE1 paper
18 papers
Optimizing Prognostic Biomarker Discovery in Pancreatic Cancer Through Hybrid Ensemble Feature Selection and Multi-Omics Data
John Zobolas, Anne-Marie George, Alberto López +3
Prediction of patient survival using high-dimensional multi-omics data requires systematic feature selection methods that ensure predictive performance, sparsity, and reliability f…
Hypothalamic expression analysis of m6A RNA methylation associated genes suggests a potential role of epitransciptomics in sexual maturation of Atlantic salmon
Ehsan Pashay Ahi, Morgane Frapin, Mikaela Hukkanen +1
Better understanding the molecular processes contributing to variation in maturation timing is important for Atlantic salmon aquaculture, as early maturation causes considerable fi…
Estimating quantile treatment effect on the original scale of the outcome variable: a case study of common cold treatments
Harri Hemilä, Matti Pirinen
The effects of treatments on continuous outcomes can be estimated by the mean difference (i.e. by measurement units) and the relative effect scales (i.e. by percentages), both of w…
Tutorial on survival modeling with applications to omics data
Zhi Zhao, John Zobolas, Manuela Zucknick +1
Motivation: Identification of genomic, molecular and clinical markers prognostic of patient survival is important for developing personalized disease prevention, diagnostic and tre…
A Unified Review of Deep Learning for Automated Medical Coding
Shaoxiong Ji, Wei Sun, Xiaobo Li +6
Automated medical coding, an essential task for healthcare operation and delivery, makes unstructured data manageable by predicting medical codes from clinical documents. Recent ad…
R-BERT-CNN: Drug-target interactions extraction from biomedical literature
Jehad Aldahdooh, Ziaurrehman Tanoli, Jing Tang
In this research, we present our work participation for the DrugProt task of BioCreative VII challenge. Drug-target interactions (DTIs) are critical for drug discovery and repurpos…