List of works - Lara Lusa

A class comparison method with filtering-enhanced variable selection for high-dimensional data sets

scientific article

Academic output of 9 years of EU investment into health research

scientific article published in September 2012

Appropriateness of some resampling-based inference procedures for assessing performance of prognostic classifiers derived from microarray data

scientific article

Are patients with erythema migrans who have leukopenia and/or thrombocytopenia coinfected with Anaplasma phagocytophilum or tick-borne encephalitis virus?

scientific article

Artificially generated near-infrared spectral data for classification purposes

Bacterial infection in elderly nursing home and community-based patients: a prospective cohort study

scientific article published on 30 April 2013

Boosting for high-dimensional two-class prediction

scientific article published on 21 September 2015

Borrelial Lymphocytoma in Adult Patients

scientific article published on 21 June 2016

Challenges in projecting clustering results across gene expression-profiling datasets

scientific article

Class prediction for high-dimensional class-imbalanced data ⬇️

scientific article

Classification of weekly provincial overall age- and gender-specific mortality patterns during the COVID-19 epidemics in Italy

scientific article published on 01 September 2020

Clinical characteristics associated with Borrelia burgdorferi sensu lato skin culture results in patients with erythema migrans

scientific article

Clinical-pharmacogenetic predictive models for MTX discontinuation due to adverse events in rheumatoid arthritis

scientific article

Comparison of clinical and laboratory characteristics of patients fulfilling criteria for proven and probable human granulocytic anaplasmosis

scientific article

Comparison of post-Lyme Borreliosis symptoms in erythema migrans patients with positive and negative Borrelia burgdorferi sensu lato skin culture

scientific article published on 17 November 2010

Coronavirus infections in hospitalized pediatric patients with acute respiratory tract disease

scientific article

Correlation of Culture Positivity, PCR Positivity, and Burden of Borrelia burgdorferi Sensu Lato in Skin Samples of Erythema Migrans Patients with Clinical Findings

scientific article published on 9 September 2015

Course and Outcome of Early European Lyme Neuroborreliosis (Bannwarth Syndrome): Clinical and Laboratory Findings

scientific article published on 8 May 2016

Course and outcome of Early Lyme borreliosis in patients with hematological malignancies

scientific article

Decreased prevalence of hypercholesterolaemia and stabilisation of obesity trends in 5-year-old children: possible effects of changed public health policies

scientific article published in February 2014

Detection of human coronaviruses in simultaneously collected stool samples and nasopharyngeal swabs from hospitalized children with acute gastroenteritis

scientific article published on 5 February 2013

Detection of post-exercise stunning by early gated SPECT myocardial perfusion imaging: results from the IAEA multi-center study

scientific article published on 12 September 2014

Erratum to: Respiratory viruses in patients and employees in an intensive care unit

scholarly article published in Infection

Estimation of predictive accuracy in survival analysis using R and S-PLUS.

scientific article

Evaluating effectiveness of preoperative testing procedure: some notes on modelling strategies in multi-centre surveys

scientific article published in February 2008

Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data

Exercise stress tests for detecting myocardial ischemia in asymptomatic patients with diabetes mellitus

scientific article

Firth's logistic regression with rare events: accurate effect estimates and predictions?

scientific article

Gene expression pathway analysis to predict response to neoadjuvant docetaxel and capecitabine for breast cancer

scientific article published on February 2010

Gradient boosting for high-dimensional prediction of rare events

Identification of historical polymers using Near-Infrared Spectroscopy

Identifying the Italian provinces with increased mortality during COVID-19 epidemics using the data made available by the Italian National Institute of Statistics. A methodological challenge

scientific article published on 01 September 2020

Improved metabolic control in pediatric patients with type 1 diabetes: a nationwide prospective 12-year time trends analysis

scientific article published on 16 October 2013

Improved shrunken centroid classifiers for high-dimensional class-imbalanced data

scientific article

Intrathecally produced IgG and IgM antibodies to recombinant VlsE, VlsE peptide, recombinant OspC and whole cell extracts in the diagnosis of Lyme neuroborreliosis

scientific article published on 23 December 2013

Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models

scientific article published on 4 November 2015

Limits of predictive models using microarray data for breast cancer clinical treatment outcome

scientific article

Organizing and Analyzing Data from the SHARE Study with an Application to Age and Sex Differences in Depressive Symptoms

scientific article published in 2021

Oseltamivir prophylaxis in controlling influenza outbreak in nursing homes: a comparison between three different approaches

scientific article published on 18 November 2014

Patterns and changes in gene expression following neo-adjuvant anti-estrogen treatment in estrogen receptor-positive breast cancer

scientific article

Providing patients visiting emergency departments with useful information using public real time data: A case study based on Italian data

article

Quantitative and qualitative characterization of plasma DNA identifies primary and recurrent colorectal cancer

scientific article published on 01 May 2008

Quantitative detection of Borrelia burgdorferi sensu lato in erythema migrans skin lesions using internally controlled duplex real time PCR.

scientific article

Re: Molecular basis for estrogen receptor alpha deficiency in BRCA1-linked breast cancer.

scientific article published on 13 May 2008

Relationship Between Polymorphisms in Methotrexate Pathway Genes and Outcome of Methotrexate Treatment in a Cohort of 119 Patients with Juvenile Idiopathic Arthritis

scientific article published on June 2017

Respiratory and Enteric Virus Detection in Children

scientific article published on 3 October 2016

Respiratory viruses in patients and employees in an intensive care unit

scientific article published on 21 February 2012

Resting heart rate variability and heart rate recovery after submaximal exercise

scientific article published on 08 February 2014

Restricted cubic splines for modelling periodic data

scientific article published on 28 October 2020

Revising a Prognostic Index Developed for Classification Purposes: An Application to Gastric Cancer Data

SMOTE for high-dimensional class-imbalanced data

scientific article

Serum protein profiles, circulating immune complexes and proteinuria in dogs naturally infected with Anaplasma phagocytophilum

scientific article

Should we consider fecal colonization with extended-spectrum β-lactamase-producing enterobacteriaceae in empiric therapy of community-onset sepsis?

scientific article published on 12 July 2017

Stabilization of Overweight and Obesity in Slovenian Adolescents and Increased Risk in Those Entering Non-Grammar Secondary Schools

scientific article published on 26 July 2016

Subcellular Localization of Activated Leukocyte Cell Adhesion Molecule Is a Molecular Predictor of Survival in Ovarian Carcinoma Patients

scientific article published on 01 March 2008

Suspected early Lyme neuroborreliosis in patients with erythema migrans

scientific article published on 10 May 2013

Ten simple rules for initial data analysis

publication published on 24 February 2022

The Class-Imbalance Problem for High-Dimensional Class Prediction

The Role of Human Coronaviruses in Children Hospitalized for Acute Bronchiolitis, Acute Gastroenteritis, and Febrile Seizures: A 2-Year Prospective Study

scientific article

The long-term outcome of tick-borne encephalitis in Central Europe

scientific article

Tick-borne encephalitis in patients vaccinated against this disease.

scientific article published on 25 April 2017

Treatment of Erythema Migrans With Doxycycline for 10 Days Versus 15 Days

scientific article published on 20 April 2012

Viral respiratory infections in a nursing home: a six-month prospective study

scientific article

Virus RNA Load in Patients with Tick-Borne Encephalitis, Slovenia.

scientific article published in July 2018

medplot: a web application for dynamic summary and analysis of longitudinal medical data based on R.

scientific article

miR-342 regulates BRCA1 expression through modulation of ID4 in breast cancer

scientific article published on 27 January 2014

List of works by Lara Lusa

A class comparison method with filtering-enhanced variable selection for high-dimensional data sets

Academic output of 9 years of EU investment into health research

Appropriateness of some resampling-based inference procedures for assessing performance of prognostic classifiers derived from microarray data

Are patients with erythema migrans who have leukopenia and/or thrombocytopenia coinfected with Anaplasma phagocytophilum or tick-borne encephalitis virus?

Artificially generated near-infrared spectral data for classification purposes

Bacterial infection in elderly nursing home and community-based patients: a prospective cohort study

Boosting for high-dimensional two-class prediction

Borrelial Lymphocytoma in Adult Patients

Challenges in projecting clustering results across gene expression-profiling datasets

Class prediction for high-dimensional class-imbalanced data ⬇️

Classification of weekly provincial overall age- and gender-specific mortality patterns during the COVID-19 epidemics in Italy

Clinical characteristics associated with Borrelia burgdorferi sensu lato skin culture results in patients with erythema migrans

Clinical-pharmacogenetic predictive models for MTX discontinuation due to adverse events in rheumatoid arthritis

Comparison of clinical and laboratory characteristics of patients fulfilling criteria for proven and probable human granulocytic anaplasmosis

Comparison of post-Lyme Borreliosis symptoms in erythema migrans patients with positive and negative Borrelia burgdorferi sensu lato skin culture

Coronavirus infections in hospitalized pediatric patients with acute respiratory tract disease

Correlation of Culture Positivity, PCR Positivity, and Burden of Borrelia burgdorferi Sensu Lato in Skin Samples of Erythema Migrans Patients with Clinical Findings

Course and Outcome of Early European Lyme Neuroborreliosis (Bannwarth Syndrome): Clinical and Laboratory Findings

Course and outcome of Early Lyme borreliosis in patients with hematological malignancies

Decreased prevalence of hypercholesterolaemia and stabilisation of obesity trends in 5-year-old children: possible effects of changed public health policies

Detection of human coronaviruses in simultaneously collected stool samples and nasopharyngeal swabs from hospitalized children with acute gastroenteritis

Detection of post-exercise stunning by early gated SPECT myocardial perfusion imaging: results from the IAEA multi-center study

Erratum to: Respiratory viruses in patients and employees in an intensive care unit

Estimation of predictive accuracy in survival analysis using R and S-PLUS.

Evaluating effectiveness of preoperative testing procedure: some notes on modelling strategies in multi-centre surveys

Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data

Exercise stress tests for detecting myocardial ischemia in asymptomatic patients with diabetes mellitus

Firth's logistic regression with rare events: accurate effect estimates and predictions?

Gene expression pathway analysis to predict response to neoadjuvant docetaxel and capecitabine for breast cancer

Gradient boosting for high-dimensional prediction of rare events

Identification of historical polymers using Near-Infrared Spectroscopy

Identifying the Italian provinces with increased mortality during COVID-19 epidemics using the data made available by the Italian National Institute of Statistics. A methodological challenge

Improved metabolic control in pediatric patients with type 1 diabetes: a nationwide prospective 12-year time trends analysis

Improved shrunken centroid classifiers for high-dimensional class-imbalanced data

Intrathecally produced IgG and IgM antibodies to recombinant VlsE, VlsE peptide, recombinant OspC and whole cell extracts in the diagnosis of Lyme neuroborreliosis

Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models

Limits of predictive models using microarray data for breast cancer clinical treatment outcome

Organizing and Analyzing Data from the SHARE Study with an Application to Age and Sex Differences in Depressive Symptoms

Oseltamivir prophylaxis in controlling influenza outbreak in nursing homes: a comparison between three different approaches

Patterns and changes in gene expression following neo-adjuvant anti-estrogen treatment in estrogen receptor-positive breast cancer

Providing patients visiting emergency departments with useful information using public real time data: A case study based on Italian data

Quantitative and qualitative characterization of plasma DNA identifies primary and recurrent colorectal cancer

Quantitative detection of Borrelia burgdorferi sensu lato in erythema migrans skin lesions using internally controlled duplex real time PCR.

Re: Molecular basis for estrogen receptor alpha deficiency in BRCA1-linked breast cancer.

Relationship Between Polymorphisms in Methotrexate Pathway Genes and Outcome of Methotrexate Treatment in a Cohort of 119 Patients with Juvenile Idiopathic Arthritis

Respiratory and Enteric Virus Detection in Children

Respiratory viruses in patients and employees in an intensive care unit

Resting heart rate variability and heart rate recovery after submaximal exercise

Restricted cubic splines for modelling periodic data

Revising a Prognostic Index Developed for Classification Purposes: An Application to Gastric Cancer Data

SMOTE for high-dimensional class-imbalanced data

Serum protein profiles, circulating immune complexes and proteinuria in dogs naturally infected with Anaplasma phagocytophilum

Should we consider fecal colonization with extended-spectrum β-lactamase-producing enterobacteriaceae in empiric therapy of community-onset sepsis?

Stabilization of Overweight and Obesity in Slovenian Adolescents and Increased Risk in Those Entering Non-Grammar Secondary Schools

Subcellular Localization of Activated Leukocyte Cell Adhesion Molecule Is a Molecular Predictor of Survival in Ovarian Carcinoma Patients

Suspected early Lyme neuroborreliosis in patients with erythema migrans

Ten simple rules for initial data analysis

The Class-Imbalance Problem for High-Dimensional Class Prediction

The Role of Human Coronaviruses in Children Hospitalized for Acute Bronchiolitis, Acute Gastroenteritis, and Febrile Seizures: A 2-Year Prospective Study

The long-term outcome of tick-borne encephalitis in Central Europe

Tick-borne encephalitis in patients vaccinated against this disease.

Treatment of Erythema Migrans With Doxycycline for 10 Days Versus 15 Days

Viral respiratory infections in a nursing home: a six-month prospective study

Virus RNA Load in Patients with Tick-Borne Encephalitis, Slovenia.

medplot: a web application for dynamic summary and analysis of longitudinal medical data based on R.

miR-342 regulates BRCA1 expression through modulation of ID4 in breast cancer