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List of works by Jonathan M. Garibaldi

A Data-Centric Strategy for Modern Biobanking

scientific article published on January 2015

A hybrid model for automatic identification of risk factors for heart disease.

scientific article published on 12 September 2015

A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients.

scientific article

A novel semisupervised algorithm for rare prescription side effect discovery.

scientific article published in March 2014

A quantifier-based fuzzy classification system for breast cancer patients

scientific article published on 18 June 2013

A supervised adverse drug reaction signalling framework imitating Bradford Hill's causality considerations.

scientific article

An intelligent multi-restart memetic algorithm for box constrained global optimisation

scientific article published on 12 March 2012

ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization

scientific article

Automatic detection of protected health information from clinic narratives

scientific article published on 28 July 2015

Characteristics of basal cytokeratin expression in breast cancer

scientific article published on 16 April 2013

Erratum to: Nottingham prognostic index plus (NPI+) predicts risk of distant metastases in primary breast cancer.

scientific article published on 22 July 2016

Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets

scientific article published in 2022

Global histone modifications in breast cancer correlate with tumor phenotypes, prognostic factors, and patient outcome.

scientific article published on 14 April 2009

Identification of key clinical phenotypes of breast cancer using a reduced panel of protein biomarkers

scientific article published on 05 September 2013

Idiotypic immune networks in mobile-robot control

scientific article published in December 2007

Incorporation of expert variability into breast cancer treatment recommendation in designing clinical protocol guided fuzzy rule system models

scientific article published on 12 January 2012

Juxtaposition of system dynamics and agent-based simulation for a case study in immunosenescence

scientific article published on 25 March 2015

KI67 and DLX2 predict increased risk of metastasis formation in prostate cancer-a targeted molecular approach

scientific article published on 23 June 2016

Lattice models of peptide aggregation: evaluation of conformational search algorithms.

scientific article published in November 2005

Machine learning can predict disease manifestations and outcomes in lymphangioleiomyomatosis

scientific article published on 10 December 2020

MysiRNA-designer: a workflow for efficient siRNA design

scientific article

MysiRNA: improving siRNA efficacy prediction using a machine-learning model combining multi-tools and whole stacking energy (ΔG).

scientific article published on 25 February 2012

Nottingham Prognostic Index Plus (NPI+): a modern clinical decision making tool in breast cancer.

scientific article published on 11 March 2014

Nottingham prognostic index plus (NPI+) predicts risk of distant metastases in primary breast cancer.

scientific article published on 26 April 2016

Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review ⬇️

scientific article published on March 22, 2011

RERG (Ras-like, oestrogen-regulated, growth-inhibitor) expression in breast cancer: a marker of ER-positive luminal-like subtype.

scientific article published on 10 August 2010

Receiver operating characteristic analysis for intelligent medical systems--a new approach for finding confidence intervals

scientific article published in July 2000

Robust Bayesian Clustering for Replicated Gene Expression Data ⬇️

scientific article published on September 1, 2012

Root gravitropism is regulated by a transient lateral auxin gradient controlled by a tipping-point mechanism

scientific article published on 5 March 2012

Semi-Supervised Fuzzy Clustering with Feature Discrimination.

scientific article published on September 2015

Signalling paediatric side effects using an ensemble of simple study designs.

scientific article

Supervised machine learning algorithms for protein structure classification.

scientific article

The development and implementation of an expert system for the analysis of umbilical cord blood.

scientific article published on June 1997

The evaluation of an expert system for the analysis of umbilical cord blood.

scientific article published in October 1999

The fuzzy medical group in the centre for computational intelligence

scientific article published in January 2001

Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems—A Participatory Design Approach

scientific article published in 2021

Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data

scientific article

p53 status identifies two subgroups of triple-negative breast cancers with distinct biological features

scientific article published on 2 January 2011

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