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1

SMOTE for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa

Journal:

BMC Bioinformatics

Year:

2013

Language:

english

File:

PDF, 478 KB

english, 2013

2

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

Puhr, Rainer, Heinze, Georg, Nold, Mariana, Lusa, Lara, Geroldinger, Angelika

Journal:

Statistics in Medicine

Year:

2017

Language:

english

File:

PDF, 541 KB

english, 2017

3

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - The Class-Imbalance Problem for High-Dimensional Class Prediction

Lusa, Lara, Blagus, Rok

Year:

2012

Language:

english

File:

PDF, 216 KB

english, 2012

4

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data

Blagus, Rok, Lusa, Lara

Year:

2012

Language:

english

File:

PDF, 283 KB

english, 2012

5

Resting heart rate variability and heart rate recovery after submaximal exercise

Danieli, Aljoša, Lusa, Lara, Potočnik, Nejka, Meglič, Bernard, Grad, Anton, Bajrović, Fajko F.

Journal:

Clinical Autonomic Research

Year:

2014

Language:

english

File:

PDF, 853 KB

english, 2014

6

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

Ravnik, Urska, Bajuk, Blanka Premrov, Lusa, Lara, Tozon, Natasa

Journal:

Veterinary Microbiology

Year:

2014

Language:

english

File:

PDF, 491 KB

english, 2014

7

Detection of herpes simplex and varicella-zoster virus from skin lesions: comparison of RT-PCR and isothermal amplification for rapid identification

JevÅ¡nik, Monika, Lusa, Lara, UrÅ¡iÄ, Tina, GlinÅ¡ek BiÅ¡kup, UrÅ¡ka, Petrovec, Miroslav

Journal:

Diagnostic Microbiology and Infectious Disease

Year:

2020

Language:

english

File:

PDF, 457 KB

english, 2020

8

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

Lara Lusa, Lisa M. McShane, Michael D. Radmacher, Joanna H. Shih, George W. Wright, Richard Simon

Journal:

Statistics in Medicine

Year:

2007

Language:

english

File:

PDF, 124 KB

english, 2007

9

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

Lara Lusa, Edward L. Korn, Lisa M. McShane

Journal:

Statistics in Medicine

Year:

2008

Language:

english

File:

PDF, 404 KB

english, 2008

10

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

Larissa A. Korde, Lara Lusa, Lisa McShane, Peter F. Lebowitz, LuAnne Lukes, Kevin Camphausen, Joel S. Parker, Sandra M. Swain, Kent Hunter, Jo Anne Zujewski

Journal:

Breast Cancer Research and Treatment

Year:

2010

Language:

english

File:

PDF, 477 KB

english, 2010

11

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

Dario Gregori, Lara Lusa, Rosalba Rosato, Luciano Silvestri

Journal:

Journal of Evaluation in Clinical Practice

Year:

2008

Language:

english

File:

PDF, 263 KB

english, 2008

12

Comparison of Post-Lyme Borreliosis Symptoms in Erythema Migrans Patients with Positive and Negative Borrelia burgdorferi Sensu Lato Skin Culture

Stupica, Daša, Lusa, Lara, Cerar, Tjaša, Ružić-Sabljić, Eva, Strle, Franc

Journal:

Vector-Borne and Zoonotic Diseases

Year:

2011

Language:

english

File:

PDF, 4.08 MB

english, 2011

13

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

Lara Lusa, Rosalba Miceli, Luigi Mariani

Journal:

Computer Methods and Programs in Biomedicine

Year:

2007

Language:

english

File:

PDF, 347 KB

english, 2007

14

Class prediction for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 1.42 MB

english, 2010

15

Academic output of 9 years of EU investment into health research

Michael J Galsworthy, Dimitar Hristovski, Lara Lusa, Kelly Ernst, Rachel Irwin, Kate Charlesworth, Matthias Wismar, Martin McKee

Journal:

Year:

2012

Language:

english

File:

PDF, 121 KB

english, 2012

16

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

Rok Blagus, Lara Lusa

Journal:

BMC Bioinformatics

Year:

2013

Language:

english

File:

PDF, 268 KB

english, 2013

17

Coronavirus infections in hospitalized pediatric patients with acute respiratory tract disease

Monika Jevšnik, Tina Uršič, Nina Žigon, Lara Lusa, Uroš Krivec…

Journal:

BMC Infectious Diseases

Year:

2012

Language:

english

File:

PDF, 242 KB

english, 2012

18

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

Stanek, Gerold, Lusa, Lara, Ogrinc, Katarina, Markowicz, Mateusz, Strle, Franc

Journal:

Medical Microbiology and Immunology

Year:

2014

Language:

english

File:

PDF, 522 KB

english, 2014

19

COMPARISON OF EXERCISE MYOCARDIAL PERFUSION IMAGING AND EXERCISE ELECTROCARDIOGRAM IN DETECTING ISCHEMIA IN ASYMPTOMATIC PATIENTS WITH TYPE 2 DIABETES MELLITUS: RESULT OF A PROSPECTIVE MULTICENTER STUDY IN DEVELOPING NATIONS

Hage, Fadi G., Lusa, Lara, Dondi, Maurizio, Giubbini, Raffaele, Iskandrian, Ami E.

Journal:

Journal of the American College of Cardiology

Year:

2012

Language:

english

File:

PDF, 90 KB

english, 2012

20

Exercise Stress Tests for Detecting Myocardial Ischemia in Asymptomatic Patients With Diabetes Mellitus

Hage, Fadi G., Lusa, Lara, Dondi, Maurizio, Giubbini, Raffaele, Iskandrian, Ami E.

Journal:

The American Journal of Cardiology

Year:

2013

Language:

english

File:

PDF, 704 KB

english, 2013

21

Identification of historical polymers using Near-Infrared Spectroscopy

Šuštar, Vilma, Kolar, Jana, Lusa, Lara, Learner, Tom, Schilling, Michael, Rivenc, Rachel, Khanjian, Herant, Koleša, Dušan

Journal:

Polymer Degradation and Stability

Year:

2014

Language:

english

File:

PDF, 322 KB

english, 2014

22

Improved Metabolic Control in Pediatric Patients with Type 1 Diabetes: A Nationwide Prospective 12-Year Time Trends Analysis

Dovc, Klemen, Telic, Sasa Starc, Lusa, Lara, Bratanic, Nina, Zerjav-Tansek, Mojca, Kotnik, Primoz, Stefanija, Magdalena Avbelj, Battelino, Tadej, Bratina, Natasa

Journal:

Diabetes Technology & Therapeutics

Year:

2014

Language:

english

File:

PDF, 395 KB

english, 2014

23

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

Miceli, Rosalba, Lusa, Lara, Mariani, Luigi

Journal:

Journal of Applied Statistics

Year:

2004

Language:

english

File:

PDF, 136 KB

english, 2004

24

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

Mut, Fernando, Giubbini, Raffaele, Vitola, Joao, Lusa, Lara, Sobic-Saranovic, Dragana, Peix, Amalia, Bertagna, Francesco, Hang Bui, Dieu, Cunha, Carlos, Obaldo, Jerry, Rodella, Carlo, Camoni, Luca, Pa

Journal:

Journal of Nuclear Cardiology

Year:

2014

Language:

english

File:

PDF, 532 KB

english, 2014

25

Genetic determinants of methotrexate treatment efficacy in patients with juvenile idiopathic arthritis

Avramovič, Mojca, Toplak, Nataša, Accetto, Meta, Debeljak, Maruša, Lusa, Lara, Dolžan, Vita, Avčin, Tadej

Journal:

Pediatric Rheumatology

Year:

2014

Language:

english

File:

PDF, 269 KB

english, 2014

26

Course and Outcome of Early Lyme Borreliosis in Patients With Hematological Malignancies: Table 1.

Maraspin, Vera, Ružić-Sabljić, Eva, Lusa, Lara, Strle, Franc

Journal:

Clinical Infectious Diseases

Year:

2015

Language:

english

File:

PDF, 101 KB

english, 2015

27

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

Lotrič-Furlan, Stanka, Rojko, Tereza, Jelovšek, Mateja, Petrovec, Miroslav, Avšič-Županc, Tatjana, Lusa, Lara, Strle, Franc

Journal:

Microbes and Infection

Year:

2015

Language:

english

File:

PDF, 219 KB

english, 2015

28

Boosting for high-dimensional two-class prediction

Blagus, Rok, Lusa, Lara

Journal:

BMC Bioinformatics

Year:

2015

Language:

english

File:

PDF, 1.85 MB

english, 2015

29

Course and Outcome of Early European Lyme Neuroborreliosis (Bannwarth's Syndrome) – Clinical and Laboratory Findings

Ogrinc, Katarina, Lusa, Lara, Lotrič-Furlan, Stanka, Bogovič, Petra, Stupica, Daša, Cerar, Tjaša, Ružić-Sabljić, Eva, Strle, Franc

Journal:

Clinical Infectious Diseases

Year:

2016

Language:

english

File:

PDF, 1.13 MB

english, 2016

30

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

Blagus, Rok, Lusa, Lara

Journal:

BMC Bioinformatics

Year:

2015

Language:

english

File:

PDF, 879 KB

english, 2015

31

Borrelial lymphocytoma in adult patients

Maraspin, Vera, Nahtigal Klevišar, Mirijam, Ružić-Sabljić, Eva, Lusa, Lara, Strle, Franc

Journal:

Clinical Infectious Diseases

Year:

2016

Language:

english

File:

PDF, 1.11 MB

english, 2016

32

Gradient boosting for high-dimensional prediction of rare events

Blagus, Rok, Lusa, Lara

Journal:

Computational Statistics & Data Analysis

Year:

2016

Language:

english

File:

PDF, 3.50 MB

english, 2016

33

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

Zajc Avramovič, Mojca, Dolžan, Vita, Toplak, Nataša, Accetto, Meta, Lusa, Lara, Avčin, Tadej

Journal:

The Journal of Rheumatology

Year:

2017

Language:

english

File:

PDF, 147 KB

english, 2017

34

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

Stupica, Daša, Lusa, Lara, Klevišar, Mirijam Nahtigal, Terzić, Sara, Pirš, Mateja, Premru, Manica Mueller, Strle, Franc

Journal:

International Journal of Antimicrobial Agents

Year:

2017

Language:

english

File:

PDF, 1.05 MB

english, 2017

35

Artificially generated near-infrared spectral data for classification purposes

Sem, Vilma, Kolar, Jana, Lusa, Lara

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2017

Language:

english

File:

PDF, 1.21 MB

english, 2017

36

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

Bogovič, Petra, Stupica, Daša, Rojko, Tereza, Lotrič-Furlan, Stanka, Avšič-Županc, Tatjana, Kastrin, Andrej, Lusa, Lara, Strle, Franc

Journal:

Ticks and Tick-borne Diseases

Year:

2017

Language:

english

File:

PDF, 594 KB

english, 2017

37

Hourly Activity and Natural Infection of Sandflies (Diptera: Psychodidae) Captured from the Aphotic Zone of a Cave, Minas Gerais State, Brazil

Carvalho, Gustavo Mayr de Lima, Brazil, Reginaldo Peçanha, Saraiva, Lara, Quaresma, Patrícia Flávia, Botelho, Helbert Antônio, Ramos, Mariana Campos das Neves Farah, de Almeida Zenóbio, Ana Paula Lusa

Journal:

Year:

2012

Language:

english

File:

PDF, 542 KB

english, 2012

38

Clinical Characteristics Associated with Borrelia burgdorferi Sensu Lato Skin Culture Results in Patients with Erythema Migrans

Strle, Franc, Lusa, Lara, Ružić-Sabljić, Eva, Maraspin, Vera, Lotrič Furlan, Stanka, Cimperman, Jože, Ogrinc, Katarina, Rojko, Tereza, Videčnik Zorman, Jerneja, Stupica, Daša, Stevenson, Brian

Journal:

Year:

2013

Language:

english

File:

PDF, 1.43 MB

english, 2013

39

medplot: A Web Application for Dynamic Summary and Analysis of Longitudinal Medical Data Based on R

Ahlin, Črt, Stupica, Daša, Strle, Franc, Lusa, Lara, Xue, Yu

Journal:

Year:

2015

Language:

english

File:

PDF, 1.52 MB

english, 2015

40

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

Sedej, Katarina, Lusa, Lara, Battelino, Tadej, Kotnik, Primoz

Journal:

Year:

2016

Language:

english

File:

PDF, 550 KB

english, 2016

41

A Modified Prognostic Score for Patients with Curatively Resected Gastric Cancer

Mariani, Luigi, Miceli, Rosalba, Lusa, Lara, Di Bartolomeo, Maria, Bozzetti, Federico

Journal:

Year:

2005

Language:

english

File:

PDF, 984 KB

english, 2005

42

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

Saksida, Ana, Jakopin, Nina, Jelovšek, Mateja, Knap, Nataša, Fajs, Luka, Lusa, Lara, Lotrič-Furlan, Stanka, Bogovič, Petra, Arnež, Maja, Strle, Franc, Avšič-Županc, Tatjana

Journal:

Emerging Infectious Diseases

Year:

2018

Language:

english

File:

PDF, 2.24 MB

english, 2018

43

Factors associated with severity of tick-borne encephalitis: A prospective observational study

Bogovič, Petra, Lotrič-Furlan, Stanka, Avšič-Županc, Tatjana, Lusa, Lara, Strle, Franc

Journal:

Travel Medicine and Infectious Disease

Year:

2018

Language:

english

File:

PDF, 1.00 MB

english, 2018

44

Impact of pre-existing treatment with statins on the course and outcome of tick-borne encephalitis

Bogovič, Petra, Lusa, Lara, Stupica, Daša, Rojko, Tereza, Korva, Miša, Avšič-Županc, Tatjana, Strle, Klemen, Wormser, Gary P., Strle, Franc, Marcello, Alessandro

Journal:

Year:

2018

Language:

english

File:

PDF, 849 KB

english, 2018

45

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

Lusa, Lara, Bukovšek, David

Journal:

Journal of Evaluation in Clinical Practice

Year:

2018

Language:

english

File:

PDF, 596 KB

english, 2018

46

Increased perioperative C-reactive protein and decreased postoperative albumin is associated with acute posttraumatic osteomyelitis in patients with high-energy tibial fractures

Groznik, Matjaž, Cimerman, Matej, Lusa, Lara, Gorenjec, Nina Ružić, Ihan, Alojz

Journal:

Year:

2019

File:

PDF, 732 KB

2019

47

Inflammatory Immune Responses in Patients with Tick-Borne Encephalitis: Dynamics and Association with the Outcome of the Disease

Bogovič, Petra, Lusa, Lara, Korva, Miša, Lotrič-Furlan, Stanka, Resman-Rus, Katarina, Pavletič, Miša, Avšič-Županc, Tatjana, Strle, Klemen, Strle, Franc

Journal:

Year:

2019

Language:

english

File:

PDF, 1.88 MB

english, 2019

48

Hidden analyses: a review of reporting practice and recommendations for more transparent reporting of initial data analyses

Huebner, Marianne, Vach, Werner, le Cessie, Saskia, Schmidt, Carsten Oliver, Lusa, Lara

Journal:

BMC Medical Research Methodology

Year:

2020

Language:

english

File:

PDF, 571 KB

english, 2020

49

Idiopathic Venous Thrombosis is Associated with Preclinical Atherosclerosis

Jezovnik, Mateja Kaja, Poredos, Pavel, Lusa, Lara

Journal:

Journal of Atherosclerosis and Thrombosis

Year:

2010

Language:

english

File:

PDF, 194 KB

english, 2010

50

Course and Outcome of Erythema Migrans in Pregnant Women

Maraspin, Vera, Lusa, Lara, Blejec, Tanja, RuÅ¾iÄ-SabljiÄ, Eva, Pohar Perme, Maja, Strle, Franc

Journal:

Journal of Clinical Medicine

Year:

2020

File:

PDF, 706 KB

2020