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List of works by Davide Chicco

A cancer pharmacogenomic screen powering crowd-sourced advancement of drug combination prediction

A discrete optimization approach for SVD best truncation choice based on ROC curves

article published in 2013

BEHST: genomic set enrichment analysis enhanced through integration of chromatin long-range interactions

Bioconda

scientific article published on 01 July 2018

Computational algorithms to predict Gene Ontology annotations

scientific article published on 17 April 2015

Computational prediction of diagnosis and feature selection on mesothelioma patient health records

scientific article published in PLoS ONE

Deep autoencoder neural networks for gene ontology annotation predictions

article

Eleven quick tips for data cleaning and feature engineering

scientific article published on 15 December 2022

Enhanced probabilistic latent semantic analysis with weighting schemes to predict genomic annotations

Extended Spearman and Kendall Coefficients for Gene Annotation List Correlation

article

Genome Informatics 2016.

scientific article published on 16 January 2017

Genomic Annotation Prediction Based on Integrated Information

Latent Dirichlet Allocation based on Gibbs Sampling for gene function prediction

article

Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone

scientific article published on 03 February 2020

Machine learning vs. conventional statistical models for predicting heart failure readmission and mortality ⬇️

scientific article published on 17 November 2020

Nine quick tips for pathway enrichment analysis

scientific article published on 11 August 2022

Novelty Indicator for Enhanced Prioritization of Predicted Gene Ontology Annotations

scientific article published on 18 April 2017

Ontology-Based Prediction and Prioritization of Gene Functional Annotations.

scientific article published on March 2016

Probabilistic Latent Semantic Analysis for prediction of Gene Ontology annotations

article

Semantically improved genome-wide prediction of Gene Ontology annotations

article

Semi-automated genome annotation using epigenomic data and Segway

Siamese Neural Networks: An Overview

scientific article published on 01 January 2021

Software Suite for Gene and Protein Annotation Prediction and Similarity Search.

scientific article published on July 2015

Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis

scholarly article by Kelwin Fernandes et al published 14 May 2018 in PeerJ Computer Science

Survival prediction of patients with sepsis from age, sex, and septic episode number alone

scientific article published on 13 October 2020

Ten quick tips for avoiding pitfalls in multi-omics data integration analyses

scientific article published in 2023

Ten quick tips for computational analysis of medical images

scientific article published on 5 January 2023

Ten quick tips for machine learning in computational biology.

scientific article published on 8 December 2017

Ten simple rules for organizing a special session at a scientific conference

scientific article published in 2022

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

scientific article published on 02 January 2020

Validation Pipeline for Computational Prediction of Genomics Annotations

Weighting Scheme Methods for Enhanced Genomic Annotation Prediction

article published in 2014

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