Markus Heinonen - Publications, H-index & Citations

Markus Heinonen

aalto university

17H指数

123论文数

1.5K被引数

收录论文 8

发表时间

Deep latent variable modelling for clinically significant subgroup discovery among transfusion recipients 基于深度潜在变量建模的临床显著亚组在输血受者中的发现

International Journal of Medical Informatics

IF4.1

2026-08-26

OAAI

Elissa Peltola; Esa Turkulainen; Markus Heinonen; Mikko Arvas; Minna Ilmakunnas; Miika Koskinen

Multi-target property prediction and optimization using latent spaces of generative model 基于生成模型潜在空间的多目标属性预测与优化

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2025-05-23

OAAI

Jain, Anirudh; Heinonen, Markus; Kasnanen, Heikki; Sipila, Julius; Kaski, Samuel

Probabilistic analysis of spatial viscoelastic cues in 3D cell culture using magnetic microrheometry

BIOPHYSICAL JOURNAL

IF3.1

2025-01-01

OAAI

Arasalo, Ossi; Lehtonen, Arttu J.; Kielosto, Mari; Heinonen, Markus; Pokki, Juho

Human-in-the-loop active learning for goal-oriented molecule generation

JOURNAL OF CHEMINFORMATICS

IF5.7

2024-12-09

OAAI

Nahal, Yasmine; Menke, Janosch; Martinelli, Julien; Heinonen, Markus; Kabeshov, Mikhail; Janet, Jon Paul; Nittinger, Eva; Engkvist, Ola; Kaski, Samuel

Chemistry-Based Modeling on Phenotype-Based Drug-Induced Liver Injury Annotation: From Public to Proprietary Data

CHEMICAL RESEARCH IN TOXICOLOGY

IF3.8

2023-08-09

OAAI

Moein, Mohammad; Heinonen, Markus; Mesens, Natalie; Chamanza, Ronnie; Amuzie, Chidozie; Will, Yvonne; Ceulemans, Hugo; Kaski, Samuel; Herman, Dorota

Human-in-the-loop assisted de novo molecular design 人在环辅助从头分子设计

JOURNAL OF CHEMINFORMATICS

IF5.7

2022-12-28

OAAI

Sundin, Iiris; Voronov, Alexey; Xiao, Haoping; Papadopoulos, Kostas; Bjerrum, Esben Jannik; Heinonen, Markus; Patronov, Atanas; Kaski, Samuel; Engkvist, Ola

Substrate specificity of 2-deoxy-D-ribose 5-phosphate aldolase (DERA) assessed by different protein engineering and machine learning methods

APPLIED MICROBIOLOGY AND BIOTECHNOLOGY

IF4.3

2020-11-04

OAAI

Voutilainen, Sanni; Heinonen, Markus; Andberg, Martina; Jokinen, Emmi; Maaheimo, Hannu; Paakkonen, Johan; Hakulinen, Nina; Rouvinen, Juha; Lahdesmaki, Harri; Kaski, Samuel; Rousu, Juho; Penttila, Merja; Koivula, Anu

Genome wide analysis of protein production load in Trichoderma reesei

BIOTECHNOLOGY FOR BIOFUELS

IF6.1

2016-06-28

OAAI

Pakula, Tiina M.; Nygren, Heli; Barth, Dorothee; Heinonen, Markus; Castillo, Sandra; Penttila, Merja; Arvas, Mikko

研究方向