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Jaak Simm | Researchclopedia

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Jaak Simm

KU Leuven ORCID

110

Works

2,969

Citations

26

h-index

41

i10-index

Research Topics

Computational Drug Discovery Methods Bioinformatics and Genomic Networks Advanced Graph Neural Networks

Affiliations

Tallinn University of Technology2011–2020

Tokyo Institute of Technology2008–2011

iMinds2014–2017

Fluvius (Belgium)2018–2018

IMEC2017–2018

Top Works

GRNBoost2 and Arboreto: efficient and scalable inference of gene regulatory networks

Thomas Moerman,Sara Aibar,et al.

2018605 citations

Gene expression and cancer classification

Machine Learning and Algorithms

Characterization of the Vaginal Micro- and Mycobiome in Asymptomatic Reproductive-Age Estonian Women

Tiina Drell,Triin Lillsaar,et al.

2013255 citations

Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery

Jaak Simm,Günter Klambauer,et al.

2018248 citations

GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series

Edward De Brouwer,Jaak Simm,et al.

2019119 citations

Evolution of Bacterial Consortia in Spontaneously Started Rye Sourdoughs during Two Months of Daily Propagation

Marianna Bessmeltseva,Ene Viiard,et al.

2014117 citations

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx,Lewis Mervin,et al.

2023100 citations

An Assessment of Prognostic Factors in Soft-Tissue Sarcoma of the Head and Neck

John Le Vay,Brian O’Sullivan,et al.

199488 citations

Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression

Jaak Simm,Ildefons Magrans de Abril,et al.

201486 citations

The Influence of Different Maternal Microbial Communities on the Development of Infant Gut and Oral Microbiota

Tiina Drell,Jelena Štšepetova,et al.

201785 citations