Ashkan Pirmani; Edward De Brouwer; Ádám Arany; Martijn Oldenhof; Antoine Passemiers; Axel Faes; Tomas Kalincik; Serkan Ozakbas; Riadh Gouider; Barbara Willekens; Dana Horakova; Eva Kubala Havrdova; Francesco Patti; Alexandre Prat; Alessandra Lugaresi; Valentina Tomassini; Pierre Grammond; Elisabetta Cartechini; Izanne Roos; Cavit Boz; Raed Alroughani; Maria Pia Amato; Katherine Buzzard; Jeannette Lechner-Scott; Joana Guimarães; Claudio Solaro; Oliver Gerlach; Aysun Soysal; Jens Kuhle; Jose Luis Sanchez-Menoyo; Daniele Spitaleri; Tunde Csepany; Bart Van Wijmeersch; Radek Ampapa; Julie Prevost; Samia J. Khoury; Vincent Van Pesch; Nevin John; Davide Maimone; Bianca Weinstock-Guttman; Guy Laureys; Pamela McCombe; Yolanda Blanco; Ayse Altintas; Abdullah Al-Asmi; Justin Garber; Anneke Van der Walt; Helmut Butzkueven; Koen de Gans; Csilla Rozsa; Bruce Taylor; Talal Al-Harbi; Attila Sas; Cecilia Rajda; Orla Gray; Danny Decoo; William M. Carroll; Allan G. Kermode; Marzena Fabis-Pedrini; Deborah Mason; Angel Perez-Sempere; Mihaela Simu; Neil Shuey; Bhim Singhal; Marija Cauchi; Todd A. Hardy; Sudarshini Ramanathan; Patrice Lalive; Carmen-Adella Sirbu; Stella Hughes; Tamara Castillo Trivino; Liesbet M. Peeters; Yves Moreau

Genomic prediction with kinship-based multiple kernel learning produces hypothesis on the underlying inheritance mechanisms of phenotypic traits

基于亲缘关系的多核学习基因组预测对性状表型的潜在遗传机制产生假设。

GENOME BIOLOGY

IF9.4

2025-04-040

The specification game: rethinking the evaluation of drug response prediction for precision oncology

规格游戏：重新思考精准肿瘤学中药物反应预测的评估

JOURNAL OF CHEMINFORMATICS

IF5.7

2025-03-140

Achieving well-informed decision-making in drug discovery: a comprehensive calibration study using neural network-based structure-activity models

在药物发现中实现信息充分的决策：一项基于神经网络结构-活性模型的全面校准研究

JOURNAL OF CHEMINFORMATICS

IF5.7

2025-03-050

A quantitative benchmark of neural network feature selection methods for detecting nonlinear signals

用于检测非线性信号的神经网络特征选择方法的定量基准

SCIENTIFIC REPORTS

IF3.9

2024-12-281

OAAI

A python library for the fast and scalable computation of biologically meaningful individual specific networks

一个python库，用于生物学上有意义的个体特定网络的快速和可扩展计算

SCIENTIFIC REPORTS

IF3.9

2024-08-060

OAAI

Biologically meaningful genome interpretation models to address data underdetermination for the leaf and seed ionome prediction in Arabidopsis thaliana

具有生物学意义的基因组解释模型可解决拟南芥叶片和种子离子组预测的数据不足问题

SCIENTIFIC REPORTS

IF3.9

2024-06-081

OAAI

Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions

非光滑复合势函数的光滑未调整Langevin算法

APPLIED MATHEMATICS AND COMPUTATION

IF3.4

2024-03-012

PRE

The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research

全球数据共享计划中的数据之旅: 扩大多发性硬化症研究的联合三层数据分析管道

JMIR MEDICAL INFORMATICS

IF3.8

2023-11-092

OAAI

Genome interpretation in a federated learning context allows the multi-center exome-based risk prediction of Crohn's disease patients

联合学习环境中的基因组解释允许克罗恩病患者的多中心外显子组风险预测

SCIENTIFIC REPORTS

IF3.9

2023-11-093

OAAI

Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease

大样本量和非线性稀疏模型概述了炎症性肠病的上位效应

GENOME BIOLOGY

IF9.4

2023-10-054

OAAI

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

MELLODDY: 跨制药联合学习以前所未有的规模在不损害专有信息的情况下解锁QSAR的好处

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2023-08-2934

OAAI

Heyndrickx, Wouter; Mervin, Lewis; Morawietz, Tobias; Sturm, Noe; Friedrich, Lukas; Zalewski, Adam; Pentina, Anastasia; Humbeck, Lina; Oldenhof, Martijn; Niwayama, Ritsuya; Schmidtke, Peter; Fechner, Nikolas; Simm, Jaak; Arany, Adam; Drizard, Nicolas; Jabal, Rama; Afanasyeva, Arina; Loeb, Regis; Verma, Shlok; Harnqvist, Simon; Holmes, Matthew; Pejo, Balazs; Telenczuk, Maria; Holway, Nicholas; Dieckmann, Arne; Rieke, Nicola; Zumsande, Friederike; Clevert, Djork-Arne; Krug, Michael; Luscombe, Christopher; Green, Darren; Ertl, Peter; Antal, Peter; Marcus, David; Do Huu, Nicolas; Fuji, Hideyoshi; Pickett, Stephen; Acs, Gergely; Boniface, Eric; Beck, Bernd; Sun, Yax; Gohier, Arnaud; Rippmann, Friedrich; Engkvist, Ola; Goeller, Andreas H.; Moreau, Yves; Galtier, Mathieu N.; Schuffenhauer, Ansgar; Ceulemans, Hugo

Natural Lipid Extracts as an Artificial Membrane for Drug Permeability Assay: In Vitro and In Silico Characterization

天然脂质提取物作为人工膜用于药物渗透性测定: 体外和计算机表征

PHARMACEUTICS

IF5.5

2023-03-101

OAAI

Reply to Letter by Tellier et al., 'Scientific refutation of ESHG statement on embryo selection' (Dec, 10.1038/s41431-022-01241-4, 2022)

EUROPEAN JOURNAL OF HUMAN GENETICS

IF4.6

2022-12-190

OAAI

Reply to Letter by Tellier et al., 'Scientific refutation of ESHG statement on embryo selection'