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Selected publicationsResearch output
Research output
Selected work
Selected publications are presented with journal impact factors and authorship positions. Please refer to the author’s public academic profiles for the complete publication record.
A functional prognostic model predicts progression-free survival for ibrutinib + venetoclax treated relapsed CLL
HemaSphere · IF 14.6 · Co-first author (second-listed)
Machine Learning-Based Multi-Modal Prognostic Modeling in Leukemia
Doctoral thesis · University of Helsinki
Vitiligo Signature-Based Drug Screening Identifies Fulvestrant as a Novel Immunotherapy Combination Strategy
Advanced Science · IF 14.1 · Co-first author (third-listed)
iSKIN: Integrated application of machine learning and Mondrian conformal prediction to detect skin sensitizers in cosmetic raw materials
SmartMat · IF 12.8 · First author
Identification of Novel GABAA Receptor Positive Allosteric Modulators with Novel Scaffolds via Multistep Virtual Screening
Acta Physico-Chimica Sinica · IF 13.5 · Co-first author (first-listed)
Discovery of a novel hybrid coumarin-hydroxamate conjugate targeting HDAC1-Sp1-FOSL2 axis for breast cancer therapy
Cell Communication and Signaling · IF 22.7 · Co-corresponding author
Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID-19 patients
iMeta · IF 44.4 · First author
An immunity and pyroptosis gene-pair signature predicts overall survival in acute myeloid leukemia
Leukemia · IF 13.4 · First author
Systematic review of computational methods for drug combination prediction
Computational and Structural Biotechnology Journal · First author
Prediction and Optimization of NaV1.7 Sodium Channel Inhibitors Based on Machine Learning and Simulated Annealing
Journal of Chemical Information and Modeling · First author · PMID 32421318