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Exploration of transfer learning techniques for the prediction of PM10
Author / Creator:Poelzl, Michael ; Kern, Roman ; Kecorius, Simonas ; Lovrić, Mario
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2025-01, Vol.15 (1), p.2919-13, Article 2919
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Predictive Capability of QSAR Models Based on the CompTox Zebrafish Embryo Assays: An Imbalanced Classification Problem
Author / Creator:Lovrić, Mario ; Malev, Olga ; Klobučar, Göran ; Kern, Roman ; Liu, Jay J. ; Lučić, Bono
Publisher:Switzerland: MDPI AG
Journal title:Molecules (Basel, Switzerland), 2021-03, Vol.26 (6), p.1617
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A Proxy Model for Traffic Related Air Pollution Indicators Based on Traffic Count
Author / Creator:Račić, Nikolina ; Petrić, Valentino ; Mureddu, Francesco ; Portin, Harri ; Niemi, Jarkko V. ; Hussein, Tareq ; Lovrić, Mario
Publisher:Basel: MDPI AG
Journal title:Atmosphere, 2025-05, Vol.16 (5), p.538
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Linking the bed dust microbiome with environmental factors and child respiratory health
Author / Creator:Šarac, Jelena ; Havaš Auguštin, Dubravka ; Šunić, Iva ; Michl, Kristina ; Berg, Gabriele ; Cernava, Tomislav ; Marjanović, Damir ; Jakobsen, Rasmus Riemer ; Lovrić, Mario
Publisher:England: Taylor & Francis Group
Journal title:Annals of human biology, 2025-12, Vol.52 (1), p.2509606
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Associations Between Indoor Fungal Community Structures and Environmental Factors: Insights from the Evidence-Driven Indoor Air-Quality Improvement Study
Author / Creator:Šunić, Iva ; Havaš Auguštin, Dubravka ; Šarac, Jelena ; Michl, Kristina ; Cernava, Tomislav ; Jakobsen, Rasmus Riemer ; Mešić, Armin ; Novokmet, Natalija ; Lovrić, Mario
Publisher:Switzerland: MDPI AG
Journal title:Journal of fungi (Basel), 2025-03, Vol.11 (4), p.261
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Comparative Energy Consumption Analysis of the Hybrid Diesel Train and the Hybrid Fuel Cell Train
Author / Creator:Misic, Mario ; Stojkov, Marinko ; Tomic, Rudolf ; Lovric, Mario
Publisher:Slavonski Baod: University of Osijek
Journal title:Tehnički vjesnik, 2023-10, Vol.30 (5), p.1523-1532
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Indoor Polycyclic Aromatic Hydrocarbons—Relationship to Ambient Air, Risk Estimation, and Source Apportionment Based on Household Measurements
Author / Creator:Lovrić, Mario ; Račić, Nikolina ; Pehnec, Gordana ; Horvat, Tajana ; Lovrić Štefiček, Marija Jelena ; Jakovljević, Ivana
Publisher:Basel: MDPI AG
Journal title:Atmosphere, 2024-12, Vol.15 (12), p.1525
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Affinity of Antifungal Isoxazolo[3,4-b]pyridine-3(1H)-Ones to Phospholipids in Immobilized Artificial Membrane (IAM) Chromatography
Author / Creator:Ciura, Krzesimir ; Fedorowicz, Joanna ; Žuvela, Petar ; Lovrić, Mario ; Kapica, Hanna ; Baranowski, Paweł ; Sawicki, Wiesław ; Wong, Ming Wah ; Sączewski, Jarosław
Publisher:Switzerland: MDPI AG
Journal title:Molecules (Basel, Switzerland), 2020-10, Vol.25 (20), p.4835
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Pollution Sources and Carcinogenic Risk of PAHs in PM1 Particle Fraction in an Urban Area
Author / Creator:Jakovljević, Ivana ; Sever Štrukil, Zdravka ; Godec, Ranka ; Bešlić, Ivan ; Davila, Silvije ; Lovrić, Mario ; Pehnec, Gordana
Publisher:Basel: MDPI AG
Journal title:International journal of environmental research and public health, 2020-12, Vol.17 (24), p.9587
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Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints
Author / Creator:Lovrić, Mario ; Đuričić, Tomislav ; Tran, Han ; Hussain, Hussain ; Lacić, Emanuel ; Rasmussen, Morten ; Kern, Roman
Publisher:Switzerland: MDPI AG
Journal title:Pharmaceuticals (Basel, Switzerland), 2021-08, Vol.14 (8), p.758
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Linking infant size and early growth with maternal lifestyle and breastfeeding - the first year of life in the CRIBS cohort
Author / Creator:Šarac, Jelena ; Havaš Auguštin, Dubravka ; Šunić, Iva ; Lovrić, Mario ; Novokmet, Natalija ; Musić Milanović, Sanja ; Schell, Lawrence M. ; Missoni, Saša
Publisher:England: Taylor & Francis
Journal title:Annals of human biology, 2023-01, Vol.50 (1), p.332-340
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Collaborative Data Use between Private and Public Stakeholders—A Regional Case Study
Author / Creator:Jean-Quartier, Claire ; Rey Mazón, Miguel ; Lovrić, Mario ; Stryeck, Sarah
Publisher:Basel: MDPI AG
Journal title:Data (Basel), 2022-02, Vol.7 (2), p.20
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Machine Learning and Meteorological Normalization for Assessment of Particulate Matter Changes during the COVID-19 Lockdown in Zagreb, Croatia
Author / Creator:Lovrić, Mario ; Antunović, Mario ; Šunić, Iva ; Vuković, Matej ; Kecorius, Simonas ; Kröll, Mark ; Bešlić, Ivan ; Godec, Ranka ; Pehnec, Gordana ; Geiger, Bernhard C. ; Grange, Stuart K. ; Šimić, Iva
Publisher:Switzerland: MDPI AG
Journal title:International journal of environmental research and public health, 2022-06, Vol.19 (11), p.6937
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ArticlesPeer ReviewedFull Text
Estimation of Random Accuracy and its Use in Validation of Predictive Quality of Classification Models within Predictive Challenges
Author / Creator:Lučić, Bono ; Batista, Jadranko ; Bojović, Viktor ; Lovrić, Mario ; Sović Kržić, Ana ; Bešlo, Drago ; Nadramija, Damir ; Vikić-Topić, Dražen
Publisher:Zagreb: Croatica Chemica Acta
Journal title:Croatica Chemica Acta, 2019, Vol.92 (3), p.379-391
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Adherence to Mediterranean Diet and Maternal Lifestyle during Pregnancy: Island–Mainland Differentiation in the CRIBS Birth Cohort
Author / Creator:Havaš Auguštin, Dubravka ; Šarac, Jelena ; Lovrić, Mario ; Živković, Jelena ; Malev, Olga ; Fuchs, Nives ; Novokmet, Natalija ; Turkalj, Mirjana ; Missoni, Saša
Publisher:Switzerland: MDPI AG
Journal title:Nutrients, 2020-07, Vol.12 (8), p.2179
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ArticlesPeer ReviewedFull Text
Predicting Treatment Outcomes Using Explainable Machine Learning in Children with Asthma
Author / Creator:Lovrić, Mario ; Banić, Ivana ; Lacić, Emanuel ; Pavlović, Kristina ; Kern, Roman ; Turkalj, Mirjana
Publisher:Basel: MDPI AG
Journal title:Children (Basel), 2021-05, Vol.8 (5), p.376
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Vertical Metabolome Transfer from Mother to Child: An Explainable Machine Learning Method for Detecting Metabolomic Heritability
Author / Creator:Lovrić, Mario ; Horner, David ; Chen, Liang ; Brustad, Nicklas ; Schoos, Ann-Marie ; Lasky-Su, Jessica ; Chawes, Bo ; Rasmussen, Morten
Publisher:Switzerland: MDPI AG
Journal title:Metabolites, 2024-02, Vol.14 (3), p.136
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A Generation Shift in Mediterranean Diet Adherence and Its Association with Biological Markers and Health in Dalmatia, Croatia
Author / Creator:Šarac, Jelena ; Havaš Auguštin, Dubravka ; Lovrić, Mario ; Stryeck, Sarah ; Šunić, Iva ; Novokmet, Natalija ; Missoni, Saša
Publisher:Switzerland: MDPI AG
Journal title:Nutrients, 2021-12, Vol.13 (12), p.4564
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Optimal Hybridization with Minimum Fuel Consumption of the Hybrid Fuel Cell Train
Author / Creator:Mišić, Mario ; Stojkov, Marinko ; Tomić, Rudolf ; Lovrić, Mario
Publisher:Basel: MDPI AG
Journal title:Designs, 2023-03, Vol.7 (2), p.45
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COVID-19 Lockdowns—Effect on Concentration of Pharmaceuticals and Illicit Drugs in Two Major Croatian Rivers
Author / Creator:Stipaničev, Draženka ; Repec, Siniša ; Vucić, Matej ; Lovrić, Mario ; Klobučar, Göran
Publisher:Switzerland: MDPI AG
Journal title:Toxics (Basel), 2022-05, Vol.10 (5), p.241
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Showing 1 to 20 of 36 results

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Exploration of transfer learning techniques for the prediction of PM10

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Predictive Capability of QSAR Models Based on the CompTox Zebrafish Embryo Assays: An Imbalanced Classification Problem

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A Proxy Model for Traffic Related Air Pollution Indicators Based on Traffic Count

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Linking the bed dust microbiome with environmental factors and child respiratory health

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Associations Between Indoor Fungal Community Structures and Environmental Factors: Insights from the Evidence-Driven Indoor Air-Quality Improvement Study

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Comparative Energy Consumption Analysis of the Hybrid Diesel Train and the Hybrid Fuel Cell Train

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Indoor Polycyclic Aromatic Hydrocarbons—Relationship to Ambient Air, Risk Estimation, and Source Apportionment Based on Household Measurements

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Affinity of Antifungal Isoxazolo[3,4-b]pyridine-3(1H)-Ones to Phospholipids in Immobilized Artificial Membrane (IAM) Chromatography

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Pollution Sources and Carcinogenic Risk of PAHs in PM1 Particle Fraction in an Urban Area

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Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints

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Linking infant size and early growth with maternal lifestyle and breastfeeding - the first year of life in the CRIBS cohort

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Collaborative Data Use between Private and Public Stakeholders—A Regional Case Study

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Machine Learning and Meteorological Normalization for Assessment of Particulate Matter Changes during the COVID-19 Lockdown in Zagreb, Croatia

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Estimation of Random Accuracy and its Use in Validation of Predictive Quality of Classification Models within Predictive Challenges

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Adherence to Mediterranean Diet and Maternal Lifestyle during Pregnancy: Island–Mainland Differentiation in the CRIBS Birth Cohort

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Predicting Treatment Outcomes Using Explainable Machine Learning in Children with Asthma

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Vertical Metabolome Transfer from Mother to Child: An Explainable Machine Learning Method for Detecting Metabolomic Heritability

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A Generation Shift in Mediterranean Diet Adherence and Its Association with Biological Markers and Health in Dalmatia, Croatia

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Optimal Hybridization with Minimum Fuel Consumption of the Hybrid Fuel Cell Train

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COVID-19 Lockdowns—Effect on Concentration of Pharmaceuticals and Illicit Drugs in Two Major Croatian Rivers

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