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4 articles related to "Conformal Prediction"

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Articles

Review

Published on 24 Feb 2025

Reliable machine learning models in genomic medicine using conformal prediction

in Integrative Bioinformatics

Christina Papangelou
Konstantinos Kyriakidis
Pantelis Natsiavas
Ioanna Chouvarda
Andigoni Malousi

Frontiers in Bioinformatics

doi 10.3389/fbinf.2025.1507448

5,214 views
2 citations

Original Research

Published on 06 Nov 2018

Predicting Off-Target Binding Profiles With Confidence Using Conformal Prediction

in Experimental Pharmacology and Drug Discovery

Samuel Lampa
Jonathan Alvarsson
Staffan Arvidsson Mc Shane
Arvid Berg
Ernst Ahlberg
Ola Spjuth

Frontiers in Pharmacology

doi 10.3389/fphar.2018.01256

9,452 views
34 citations

Original Research

Published on 24 Jun 2020

An Analysis of Proteochemometric and Conformal Prediction Machine Learning Protein-Ligand Binding Affinity Models

in Biological Modeling and Simulation

Conor Parks
Zied Gaieb
Rommie E. Amaro

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2020.00093

6,670 views
15 citations

Original Research

Published on 08 Sep 2025

Enhancing prediction of primary site recurrence in head and neck cancer using radiomics and uncertainty estimation

in Medicine and Public Health

Yu Hu
Kimberly Taing
Jing Wang
David Sher
Michael Dohopolski

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1623393

2,380 views
1 citation