List of works - Juan Fernandez-Martinez

A Novel Peptide for Simultaneously Enhanced Treatment of Head and Neck Cancer and Mitigation of Oral Mucositis

scientific article

A Posteriori Inference of Model Parameters in a Geophysical Inverse Problem Using GA

A predictive algorithm to identify genes that discriminate individuals with fibromyalgia syndrome diagnosis from healthy controls

article

Adherence to a Mediterranean Diet Influences the Fecal Metabolic Profile of Microbial-Derived Phenolics in a Spanish Cohort of Middle-Age and Older People.

scientific article

Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems.

scientific article

Deciphering Crosstalk Circuits in Non-small Cell Lung Cancers with an Increasing Interval Length of Low Dose CT Screening

scientific article

Design of Biomedical Robots for Phenotype Prediction Problems.

scientific article

Distributions of amino acids suggest that certain residue types more effectively determine protein secondary structure.

scientific article

Estimation of water table from self‐potential data using particle swarm optimization (PSO)

Exploring genetic attributions underlying radiotherapy-induced fatigue in prostate cancer patients

scientific article

Fast learning optimized prediction methodology (FLOPRED) for protein secondary structure prediction

scientific article published on 08 May 2012

Genomic data integration in chronic lymphocytic leukemia.

scientific article

Genomic risk prediction of aromatase inhibitor-related arthralgia in patients with breast cancer using a novel machine-learning algorithm.

scientific article published on 23 November 2017

Geostatistical Analysis of Inverse Problem Variables: Application to Seismic Tomography

scientific article published in 2003

High-Dimensional Analysis of Single-Cell Flow Cytometry Data Predicts Relapse in Childhood Acute Lymphoblastic Leukaemia

scientific article published on 23 December 2020

Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways

scientific article published on 5 August 2016

Innovations in Genomics and Big Data Analytics for Personalized Medicine and Health Care: A Review

publication published on 22 April 2022

NK-cell Editing Mediates Epithelial-to-Mesenchymal Transition via Phenotypic and Proteomic Changes in Melanoma Cell Lines

scientific article published on 11 May 2018

On the Role of Artificial Intelligence in Genomics to Enhance Precision Medicine

scientific article published on 19 March 2020

On the prediction of Hodgkin lymphoma treatment response

scientific article published on 21 April 2015

Particle Swarm Optimization (PSO): a simple and powerful algorithm family for geophysical inversion

Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems

scientific article published on 30 January 2018

Predicting protein tertiary structure and its uncertainty analysis via particle swarm sampling

scientific article published on 27 February 2019

Principal component analysis in protein tertiary structure prediction.

scientific article published on 22 February 2018

Relationship of Mitochondrial Enzymes to Fatigue Intensity in Men With Prostate Cancer Receiving External Beam Radiation Therapy.

scientific article

Robust Prediction of Single and Multiple Point Protein Mutations Stability Changes

scientific article published on 31 December 2019

Robust Sampling of Defective Pathways in Multiple Myeloma

scientific article published on 21 September 2019

Sensitivity analysis of gene ranking methods in phenotype prediction

scientific article published on 25 October 2016

Supervised classification by filter methods and recursive feature elimination predicts risk of radiotherapy-related fatigue in patients with prostate cancer

scientific article

The Effect of the Noise and the Regularization in Inverse Problems: Geophysical Implications

The Generalized PSO: A New Door to PSO Evolution

article published in 2008

Uncertainty analysis and probabilistic segmentation of electrical resistivity images: the 2D inverse problem

Using artificial intelligence methods to speed up drug discovery

scientific article published on 29 May 2019

mGluR5 mediates post-radiotherapy fatigue development in cancer patients.

scientific article published on 30 May 2018

List of works by Juan Fernandez-Martinez

A Novel Peptide for Simultaneously Enhanced Treatment of Head and Neck Cancer and Mitigation of Oral Mucositis

A Posteriori Inference of Model Parameters in a Geophysical Inverse Problem Using GA

A predictive algorithm to identify genes that discriminate individuals with fibromyalgia syndrome diagnosis from healthy controls

Adherence to a Mediterranean Diet Influences the Fecal Metabolic Profile of Microbial-Derived Phenolics in a Spanish Cohort of Middle-Age and Older People.

Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems.

Deciphering Crosstalk Circuits in Non-small Cell Lung Cancers with an Increasing Interval Length of Low Dose CT Screening

Design of Biomedical Robots for Phenotype Prediction Problems.

Distributions of amino acids suggest that certain residue types more effectively determine protein secondary structure.

Estimation of water table from self‐potential data using particle swarm optimization (PSO)

Exploring genetic attributions underlying radiotherapy-induced fatigue in prostate cancer patients

Fast learning optimized prediction methodology (FLOPRED) for protein secondary structure prediction

Genomic data integration in chronic lymphocytic leukemia.

Genomic risk prediction of aromatase inhibitor-related arthralgia in patients with breast cancer using a novel machine-learning algorithm.

Geostatistical Analysis of Inverse Problem Variables: Application to Seismic Tomography

High-Dimensional Analysis of Single-Cell Flow Cytometry Data Predicts Relapse in Childhood Acute Lymphoblastic Leukaemia

Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways

Innovations in Genomics and Big Data Analytics for Personalized Medicine and Health Care: A Review

NK-cell Editing Mediates Epithelial-to-Mesenchymal Transition via Phenotypic and Proteomic Changes in Melanoma Cell Lines

On the Role of Artificial Intelligence in Genomics to Enhance Precision Medicine

On the prediction of Hodgkin lymphoma treatment response

Particle Swarm Optimization (PSO): a simple and powerful algorithm family for geophysical inversion

Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems

Predicting protein tertiary structure and its uncertainty analysis via particle swarm sampling

Principal component analysis in protein tertiary structure prediction.

Relationship of Mitochondrial Enzymes to Fatigue Intensity in Men With Prostate Cancer Receiving External Beam Radiation Therapy.

Robust Prediction of Single and Multiple Point Protein Mutations Stability Changes

Robust Sampling of Defective Pathways in Multiple Myeloma

Sensitivity analysis of gene ranking methods in phenotype prediction

Supervised classification by filter methods and recursive feature elimination predicts risk of radiotherapy-related fatigue in patients with prostate cancer

The Effect of the Noise and the Regularization in Inverse Problems: Geophysical Implications

The Generalized PSO: A New Door to PSO Evolution

Uncertainty analysis and probabilistic segmentation of electrical resistivity images: the 2D inverse problem

Using artificial intelligence methods to speed up drug discovery

mGluR5 mediates post-radiotherapy fatigue development in cancer patients.