Author
Zhiyu Yang
University of Helsinki
Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.
Same name, identified by ORCID
Biology Disciplines
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2024-2026 · peak 2/yrCo-Author Collaboration Network
10 top collaborators · 12 mutual co-author linksMutual co-authors in cluster
4 papers
Recent·Most cited
- NeurosciencebioRxivPreprint
What and where manifolds emerge and align with perception in deep neural network models of sound localization
Chenggang Chen, Zhiyu Yang, Xiaoqin Wang
This study examines how deep neural networks model 'what' and 'where' in sound localization, finding that 'what' manifolds are geometrically organized and influence 'where' map formation, with implications for understanding brain function.
DOI 10.64898/2026.02.11.705311 - Genetic & Genomic MedicinemedRxivPreprint
Machine learning augmented genome-wide meta-analysis of prescription opioid use in 860,000 individuals
Lisa Eick, Laura Birgit Luitva, Kristi Krebs…·Tuomo Kiiskinen
The paper uses genome-wide meta-analysis and machine learning to study prescription opioid use in 860,000 individuals, identifying genetic loci and distinguishing between pain-related and dose-intensity traits.
DOI 10.64898/2025.12.07.25341785 - Genetic & Genomic MedicinemedRxivPreprint
Transferability and accuracy of electronic health record-based predictors compared to polygenic scores
Kira E. Detrois, Tuomo Hartonen, Maris Teder‐Laving…·Andrea Ganna
This study compares EHR-based phenotype risk scores (PheRS) and polygenic scores (PGS) for predicting 13 diseases, finding they capture independent information and improve prediction when combined.