Juho Rousu - Publications, H-index & Citations

Juho Rousu

aalto university

35H指数

196论文数

7.6K被引数

收录论文 27

发表时间

A functional prognostic model predicts progression-free survival in patients with relapsed chronic lymphocytic leukemia treated with ibrutinib + venetoclax 一种功能性预后模型预测接受伊布替尼联合维奈克拉治疗复发性慢性淋巴细胞白血病患者无进展生存期

HemaSphere

IF14.6

2026-09-18

OAAI

Johanne U. Hermansen; Weikaixin Kong; Andrea M. Brodersen; Yanping Yin; Aleksandra Urban; Idun D. Rein; Liye He; Rudi Agius; Rebecca S. Teglgaard; Juho Rousu; Christian Brieghel; Sabina Kersting; Mark-David Levin; Hoa T. T. Tran; Mattias Mattsson; Juha Ranti; Gerrit-Jan Veldhuis; Caspar da Cunha-Bang; Rogier Mous; Julie Dubois; Arnon P. Kater; Jorrit M. Enserink; Carsten U. Niemann; Tero Aittokallio; Sigrid S. Skånland

A cross-attentive multi-task graph learning framework for chemical reaction modeling 跨注意力多任务图学习框架用于化学反应建模

Bioinformatics

IF5.4

2026-04-20

OAAI

Maryam Astero; Anchen Li; Elena Casiraghi; Juho Rousu; null

Extracting a COVID-19 signature from a multi-omic dataset 从多组学数据集中提取COVID-19特征

Frontiers in Bioinformatics

IF3.9

2025-09-27

OAAI

Baptiste Bauvin; Thibaud Godon; Guillaume Bachelot; Claudia Carpentier; Riikka Huusaari; Maxime Deraspe; Juho Rousu; Caroline Quach; Jacques Corbeil

Efficient 3D kernels for molecular property prediction 高效3D核用于分子性质预测

BIOINFORMATICS

IF5.4

2025-07-01

OAAI

Ankit; Bhadra, Sahely; Rousu, Juho

New methods for drug synergy prediction: A mini-review

CURRENT OPINION IN STRUCTURAL BIOLOGY

IF7

2024-06-01

OAAI

Abbasi, Fatemeh; Rousu, Juho

Learning symmetry-aware atom mapping in chemical reactions through deep graph matching 通过深度图匹配学习化学反应中的对称感知原子映射

JOURNAL OF CHEMINFORMATICS

IF5.7

2024-04-22

OAAI

Astero, Maryam; Rousu, Juho

Scalable variable selection for two-view learning tasks with projection operators

MACHINE LEARNING

IF2.9

2023-12-22

OAAI

Szedmak, Sandor; Huusari, Riikka; Le, Tat Hong Duong; Rousu, Juho

Data-Driven Compound Identification in Atmospheric Mass Spectrometry 数据驱动的大气质谱化合物鉴定

ADVANCED SCIENCE

IF14.1

2023-12-14

OAAI

Sandstrom, Hilda; Rissanen, Matti; Rousu, Juho; Rinke, Patrick

Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-19

OAAI

Bach, Eric; Schymanski, Emma L.; Rousu, Juho

Strain design optimization using reinforcement learning

plos biology

IF3.6

2022-06-03

OAAI

Sabzevari, Maryam; Szedmak, Sandor; Penttila, Merja; Jouhten, Paula; Rousu, Juho

Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects

NATURE COMMUNICATIONS

IF15.7

2020-12-01

OAAI

Julkunen, Heli; Cichonska, Anna; Gautam, Prson; Szedmak, Sandor; Douat, Jane; Pahikkala, Tapio; Aittokallio, Tero; Rousu, Juho

Systematic classification of unknown metabolites using high-resolution fragmentation mass spectra 使用高分辨率碎片质谱对未知代谢物进行系统分类

NATURE BIOTECHNOLOGY

IF41.7

2020-11-23

367

OAAI

Duehrkop, Kai; Nothias, Louis-Felix; Fleischauer, Markus; Reher, Raphael; Ludwig, Marcus; Hoffmann, Martin A.; Petras, Daniel; Gerwick, William H.; Rousu, Juho; Dorrestein, Pieter C.; Boecker, Sebastian

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

Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models

METABOLITES

IF3.7

2019-08-01

OAAI

Brouard, Celine; Basse, Antoine; d'Alche-Buc, Florence; Rousu, Juho

SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information SIRIUS 4: 将串联质谱转化为代谢物结构信息的快速工具

NATURE METHODS

IF32.1

2019-03-18

948

PREAI

Duhrkop, Kai; Fleischauer, Markus; Ludwig, Marcus; Aksenov, Alexander A.; Melnik, Alexey V.; Meusel, Marvin; Dorrestein, Pieter C.; Rousu, Juho; Bocker, Sebastian

A Tutorial on Canonical Correlation Methods

ACM COMPUTING SURVEYS

IF28

2017-11-22

OAAI

Uurtio, Viivi; Monteiro, Joao M.; Kandola, Jaz; Shawe-Taylor, John; Fernandez-Reyes, Delmiro; Rousu, Juho

Critical Assessment of Small Molecule Identification 2016: automated methods

JOURNAL OF CHEMINFORMATICS

IF5.7

2017-03-27

128

OAAI

Schymanski, Emma L.; Ruttkies, Christoph; Krauss, Martin; Brouard, Celine; Kind, Tobias; Duehrkop, Kai; Allen, Felicity; Vaniya, Arpana; Verdegem, Dries; Boecker, Sebastian; Rousu, Juho; Shen, Huibin; Tsugawa, Hiroshi; Sajed, Tanvir; Fiehn, Oliver; Ghesquiere, Bart; Neumann, Steffen

Multi-view kernel completion 多视图内核完成

MACHINE LEARNING

IF2.9

2016-12-30

OAAI

Bhadra, Sahely; Kaski, Samuel; Rousu, Juho

Profiling persistent tubercule bacilli from patient sputa during therapy predicts early drug efficacy

BMC MEDICINE

IF8.3

2016-04-07

OAAI

Honeyborne, Isobella; McHugh, Timothy D.; Kuittinen, Iitu; Cichonska, Anna; Evangelopoulos, Dimitrios; Ronacher, Katharina; van Helden, Paul D.; Gillespie, Stephen H.; Fernandez-Reyes, Delmiro; Walzl, Gerhard; Rousu, Juho; Butcher, Philip D.; Waddell, Simon J.

Meat Processing Plant Microbiome and Contamination Patterns of Cold-Tolerant Bacteria Causing Food Safety and Spoilage Risks in the Manufacture of Vacuum-Packaged Cooked Sausages

APPLIED AND ENVIRONMENTAL MICROBIOLOGY

IF3.7

2015-10-15

133

OAAI

Hultman, Jenni; Rahkila, Riitta; Ali, Javeria; Rousu, Juho; Bjorkroth, K. Johanna

研究方向