Fredrik Svensson - Concepedia

Author

Fredrik Svensson

Uppsala University ORCID

Also Known As

F Svensson, F. Svensson, Fredj Ben Bdira, Fredrik A. Svensson, Fredrik Svensson, Svensson, F., Svensson, Fredrik

131

Publications

Citations

H-Index

Concepts

All Affiliations

Uppsala University University College London Alzheimer’s Research UK University of Cambridge Stockholm University

About

Fredrik Svensson is an author at Uppsala University specializing in engineering, medicine, and drug discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	382
2	Medicine	9	9	432
3	Natural Sciences	7	7	204
4	Health Sciences	1	1	21
5	Management	1	1	67

Fredrik Svensson

Publications

1.6K

Citations

H-Index

Page 1

	Year	Citations
LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity–Application to the Tox21 and Mutagenicity Data Sets Jin Zhang, Dániel Mucs, Ulf Norinder, Journal of Chemical Information and Modeling	2019	238
Two genes encoding immune-regulatory molecules (LAG3 and IL7R) confer susceptibility to multiple sclerosis Z Zhang, Kristina Duvefelt, Fredrik Svensson, Genes and Immunity ImmunogeneticsAutoimmune DiseaseAllergyImmune Cell DevelopmentMedicine	2005	134
Virtual Screening Data Fusion Using Both Structure- and Ligand-Based Methods Fredrik Svensson, Anders Karlén, Christian Sköld Journal of Chemical Information and Modeling Pharmaceutical ResearchEngineeringHit IdentificationMolecular BiologyLigand-based Methods	2011	86
eMolTox: prediction of molecular toxicity with confidence Changge Ji, Fredrik Svensson, Azedine Zoufir, Bioinformatics	2018	70
Conformal Regression for Quantitative Structure–Activity Relationship Modeling—Quantifying Prediction Uncertainty Fredrik Svensson, Natália Aniceto, Ulf Norinder, Journal of Chemical Information and Modeling EngineeringMachine LearningBioactivity PredictionsUncertainty ModelingData Science	2018	67
Improving Screening Efficiency through Iterative Screening Using Docking and Conformal Prediction Fredrik Svensson, Ulf Norinder, Andreas Bender Journal of Chemical Information and Modeling Hit IdentificationDiagnosisDrug ScreeningChemical BiologyMedicinal Chemistry	2017	66
Deep Learning-Based Conformal Prediction of Toxicity Jin Zhang, Ulf Norinder, Fredrik Svensson Journal of Chemical Information and Modeling Artificial IntelligenceGraph Neural NetworksEngineeringMachine LearningData Science	2021	64
Palladium(II)-Catalyzed Desulfitative Synthesis of Aryl Ketones from Sodium Arylsulfinates and Nitriles: Scope, Limitations, and Mechanistic Studies Bobo Skillinghaug, Christian Sköld, Jonas Rydfjord, The Journal of Organic Chemistry Chemical EngineeringCross-coupling ReactionEngineeringBenzoic AcidSodium Arylsulfinates	2014	63
Changing the HTS Paradigm: AI-Driven Iterative Screening for Hit Finding Gabriel H.S. Dreiman, Magda Bictash, Paul V. Fish, SLAS DISCOVERY	2020	62
Modelling compound cytotoxicity using conformal prediction and PubChem HTS data Fredrik Svensson, Ulf Norinder, Andreas Bender Toxicology Research Hit IdentificationCompound CytotoxicityDrug Discovery ProcessDrug ResistanceMedicinal Chemistry	2016	61

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