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ORCIDFredrik Svensson
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2020 – today
- 2021
[j16]Andrea Morger, Fredrik Svensson, Staffan Arvidsson McShane, Niharika Gauraha, Ulf Norinder, Ola Spjuth, Andrea Volkamer
:
Assessing the calibration in toxicological in vitro models with conformal prediction. J. Cheminformatics 13(1): 35 (2021)- [j15]Ulf Norinder, Ola Spjuth, Fredrik Svensson:
Synergy conformal prediction applied to large-scale bioactivity datasets and in federated learning. J. Cheminformatics 13(1): 77 (2021) - [j14]Jin Zhang, Ulf Norinder, Fredrik Svensson:
Deep Learning-Based Conformal Prediction of Toxicity. J. Chem. Inf. Model. 61(6): 2648-2657 (2021) - 2020
- [j13]Ulf Norinder, Ola Spjuth, Fredrik Svensson:
Using Predicted Bioactivity Profiles to Improve Predictive Modeling. J. Chem. Inf. Model. 60(6): 2830-2837 (2020) - [j12]Ulf Norinder, Ola Spjuth, Fredrik Svensson:
Correction to "Using Predicted Bioactivity Profiles to Improve Predictive Modeling". J. Chem. Inf. Model. 60(12): 6722 (2020)
2010 – 2019
- 2019
- [j11]Ulf Norinder, Fredrik Svensson:
Multitask Modeling with Confidence Using Matrix Factorization and Conformal Prediction. J. Chem. Inf. Model. 59(4): 1598-1604 (2019) - [j10]Jin Zhang, Daniel Mucs, Ulf Norinder, Fredrik Svensson:
LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity-Application to the Tox21 and Mutagenicity Data Sets. J. Chem. Inf. Model. 59(10): 4150-4158 (2019) - 2018
- [j9]Lewis H. Mervin, Krishna C. Bulusu, Leen Kalash, Avid M. Afzal, Fredrik Svensson, Mike A. Firth, Ian P. Barrett, Ola Engkvist, Andreas Bender:
Orthologue chemical space and its influence on target prediction. Bioinform. 34(1): 72-79 (2018) - [j8]Changge Ji, Fredrik Svensson, Azedine Zoufir, Andreas Bender:
eMolTox: prediction of molecular toxicity with confidence. Bioinform. 34(14): 2508-2509 (2018) - [j7]Fredrik Svensson, Avid M. Afzal, Ulf Norinder, Andreas Bender:
Maximizing gain in high-throughput screening using conformal prediction. J. Cheminformatics 10(1): 7:1-7:10 (2018) - [j6]Fredrik Svensson, Natália Aniceto, Ulf Norinder, Isidro Cortes-Ciriano, Ola Spjuth, Lars Carlsson, Andreas Bender:
Conformal Regression for Quantitative Structure-Activity Relationship Modeling - Quantifying Prediction Uncertainty. J. Chem. Inf. Model. 58(5): 1132-1140 (2018) - 2017
- [j5]Leen Kalash, Cristina Val, Jhonny Azuaje, Maria Isabel Loza, Fredrik Svensson, Azedine Zoufir, Lewis H. Mervin, Graham Ladds, José M. Brea, Robert C. Glen, Eddy Sotelo, Andreas Bender:
Computer-aided design of multi-target ligands at A1R, A2AR and PDE10A, key proteins in neurodegenerative diseases. J. Cheminformatics 9(1): 67:1-67:19 (2017) - [j4]Fredrik Svensson, Ulf Norinder, Andreas Bender:
Improving Screening Efficiency through Iterative Screening Using Docking and Conformal Prediction. J. Chem. Inf. Model. 57(3): 439-444 (2017) - [c4]Ulf Norinder, Fredrik Svensson, Avid M. Afzal, Andreas Bender:
Maximizing Gain in HTS Screening Using Conformal Prediction. COPA 2017: 103-117 - [c3]Amardeep Mehta, Rami Baddour, Fredrik Svensson, Harald Gustafsson, Erik Elmroth:
Calvin Constrained - A Framework for IoT Applications in Heterogeneous Environments. ICDCS 2017: 1063-1073 - 2015
- [j3]Martin Lindh, Fredrik Svensson, Wesley Schaal, Jin Zhang, Christian Sköld, Peter Brandt, Anders Karlén:
Toward a Benchmarking Data Set Able to Evaluate Ligand- and Structure-based Virtual Screening Using Public HTS Data. J. Chem. Inf. Model. 55(2): 343-353 (2015) - [j2]Fredrik Svensson, Karin Engen, Thomas Lundbäck, Mats Larhed, Christian Sköld:
Virtual Screening for Transition State Analogue Inhibitors of IRAP Based on Quantum Mechanically Derived Reaction Coordinates. J. Chem. Inf. Model. 55(9): 1984-1993 (2015) - 2014
- [c2]Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön:
Detecting and positioning overtaking vehicles using 1D optical flow. Intelligent Vehicles Symposium 2014: 861-866 - 2012
- [j1]Fredrik Svensson, Anders Karlén, Christian Sköld:
Virtual Screening Data Fusion Using Both Structure- and Ligand-Based Methods. J. Chem. Inf. Model. 52(1): 225-232 (2012)
2000 – 2009
- 2007
- [c1]Benneth Christiansson, Fredrik Svensson:
Problems with non-open data standards in swedish municipals - when integrating and adopting systems. ICEIS (1) 2007: 264-267
Coauthor Index
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