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Ester Pantaleo

TitlePostdoctoral Scholar
InstitutionUniversity of Chicago
DepartmentHuman Genetics
AddressChicago IL 60637
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Monaco A, Caruso M, Bellantuono L, Gatti RC, Fania A, Lacalamita A, La Rocca M, Maggipinto T, Pantaleo E, Tangaro S, Amoroso N, Bellotti R, Cazzolla Gatti R. Measuring water pollution effects on antimicrobial resistance through explainable artificial intelligence. Environ Pollut. 2025 Feb 15; 367:125620. PMID: 39788180.
      Citations: 1     Fields:    Translation:HumansCellsPHPublic Health
    2. Romano D, Novielli P, Diacono D, Cilli R, Pantaleo E, Amoroso N, Bellantuono L, Monaco A, Bellotti R, Tangaro S. Insights from Explainable Artificial Intelligence of Pollution and Socioeconomic Influences for Respiratory Cancer Mortality in Italy. J Pers Med. 2024 Apr 18; 14(4). PMID: 38673057; PMCID: PMC11051343.
      Citations:    
    3. Fania A, Monaco A, Amoroso N, Bellantuono L, Cazzolla Gatti R, Firza N, Lacalamita A, Pantaleo E, Tangaro S, Velichevskaya A, Bellotti R. Machine learning and XAI approaches highlight the strong connection between O3 and NO2 pollutants and Alzheimer's disease. Sci Rep. 2024 03 05; 14(1):5385. PMID: 38443419; PMCID: PMC11319812.
      Citations: 6     Fields:    Translation:HumansPHPublic Health
    4. Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Oskotsky B, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S, Preterm Birth DREAM Community, Theis KR, Ng S, Lee YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research. Cell Rep Med. 2024 01 16; 5(1):101350. PMID: 38134931; PMCID: PMC10829755.
      Citations: 15     Fields:    Translation:Humans
    5. Amoroso N, Gambacorta N, Mastrolorito F, Togo MV, Trisciuzzi D, Monaco A, Pantaleo E, Altomare CD, Ciriaco F, Nicolotti O. Making sense of chemical space network shows signs of criticality. Sci Rep. 2023 Dec 04; 13(1):21335. PMID: 38049451; PMCID: PMC10696027.
      Citations: 8     Fields:    
    6. Lacalamita A, Serino G, Pantaleo E, Monaco A, Amoroso N, Bellantuono L, Piccinno E, Scalavino V, Dituri F, Tangaro S, Bellotti R, Giannelli G. Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma. Int J Mol Sci. 2023 Oct 18; 24(20). PMID: 37894965; PMCID: PMC10607580.
      Citations: 5     Fields:    Translation:Humans
    7. Bellantuono L, Tommasi R, Pantaleo E, Verri M, Amoroso N, Crucitti P, Di Gioacchino M, Longo F, Monaco A, Naciu AM, Palermo A, Taffon C, Tangaro S, Crescenzi A, Sodo A, Bellotti R. An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis. Sci Rep. 2023 10 03; 13(1):16590. PMID: 37789191; PMCID: PMC10547772.
      Citations: 7     Fields:    Translation:Humans
    8. Fania A, Monaco A, Amoroso N, Bellantuono L, Cazzolla Gatti R, Firza N, Lacalamita A, Pantaleo E, Tangaro S, Velichevskaya A, Bellotti R. A Dementia mortality rates dataset in Italy (2012-2019). Sci Data. 2023 08 25; 10(1):564. PMID: 37626087; PMCID: PMC10457292.
      Citations: 5     Fields:    Translation:HumansPHPublic Health
    9. Preterm Birth DREAM Community, Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S, Theis KR, Ng S, Lee Li YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research. medRxiv. 2023 Apr 11. PMID: 36945505; PMCID: PMC10029035.
      Citations:    
    10. Monaco A, Amoroso N, Pantaleo E, Tangaro S, Bellotti R, Bellantuono L, Lacalamita A. Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis. Front Big Data. 2022; 5:1027783. PMID: 36567754; PMCID: PMC9772995.
      Citations: 8     
    11. Lombardi A, Monaco A, Pantaleo E, Diacono D, Bellotti R, Tangaro S, Tafuri B, Nigro S, Urso D, De Blasi R, Logroscino G. The impact of harmonization on radiomic features in Parkinson's disease and healthy controls: A multicenter study. Front Neurosci. 2022; 16:1012287. PMID: 36300169; PMCID: PMC9589497.
      Citations: 12     
    12. Tangaro S, Cilli R, Elia M, D'Este M, Giannico V, Amoroso N, Lombardi A, Pantaleo E, Monaco A, Sanesi G, Bellotti R, Lafortezza R. Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe. Sci Rep. 2022 09 29; 12(1):16349. PMID: 36175583; PMCID: PMC9523070.
      Citations: 4     Fields:    Translation:Humans
    13. Diacono D, Amoroso N, Biecek P, Monaco A, Bellantuono L, De Blasi R, Tangaro S, Lombardi A, Pantaleo E, Logroscino G, Bellotti R. A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease. Brain Inform. 2022 Jul 26; 9(1):17. PMID: 35882684; PMCID: PMC9325942.
      Citations: 16     
    14. Pantaleo E, Monaco A, Amoroso N, Lombardi A, Bellantuono L, Tangaro S, Bellotti R, Urso D, Lo Giudice C, Picardi E, Tafuri B, Nigro S, Pesole G, Logroscino G. A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics. Genes (Basel). 2022 04 21; 13(5). PMID: 35627112; PMCID: PMC9141063.
      Citations: 8     Fields:    Translation:HumansCells
    15. Amoroso N, Diacono D, Monaco A, Musso P, Coppola G, Pantaleo E, Balenzano C, Bellotti R, Cassibba R. Psychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students. PLoS One. 2022; 17(4):e0266895. PMID: 35404984; PMCID: PMC9000095.
      Citations: 4     Fields:    Translation:Humans
    16. Monaco A, Pantaleo E, Amoroso N, Bellantuono L, Bellotti R, Stella A. Country-level factors dynamics and ABO/Rh blood groups contribution to COVID-19 mortality. Sci Rep. 2021 12 31; 11(1):24527. PMID: 34972836; PMCID: PMC8720090.
      Citations: 3     Fields:    Translation:HumansPHPublic Health
    17. Monaco A, Amoroso N, Lacalamita A, Fosso B, Tangaro S, Bellotti R, Pantaleo E, Lo Giudice C, Fonzino A, Picardi E, Pesole G. A primer on machine learning techniques for genomic applications. Comput Struct Biotechnol J. 2021; 19:4345-4359. PMID: 34429852; PMCID: PMC8365460.
      Citations: 10     
    18. Monaco A, Lombardi A, Tangaro S, Bellotti R, Pantaleo E, Amoroso N, Bellantuono L, Tateo A. Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach. Phys Biol. 2020 12 01; 18(1):016003. PMID: 33049726.
      Citations: 11     Fields:    Translation:Humans
    19. Basalto N, Bellotti R, De Carlo F, Facchi P, Pantaleo E, Pascazio S. Hausdorff clustering. Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Oct; 78(4 Pt 2):046112. PMID: 18999498.
      Citations: 2     Fields:    
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