EsterPantaleoEster Pantaleo41.78927490000000-87.601250000000002463Pantaleo, EsterPostdoctoral Scholarplugins:FeaturedVideosFeatured Videosprns:emailEncryptedemail addressFaculty Rankprns:fullNamefull nameprns:hasAuthorListauthor listprns:hasFacultyRankhas faculty rankprns:hasNetworkhas networkprns:hasPublicationVenuepublished inprns:informationResourceReferenceinformation resource referenceprns:isPrimaryPositionis primary positionprns:latitudelatitudeprns:longitudelongitudeprns:mainImagephotoprns:maxWeightmaximum weightprns:medlineTAjournal title abbreviationprns:meshDescriptorUIMeSH DescriptorUIprns:meshSemanticGroupNameMeSH semantic group nameprns:minWeightminimum weightprns:numberOfAuthorsnumber of authorsprns:numberOfConnectionsnumber of connectionsprns:numberOfPublicationsnumber of publicationsprns:personIdPerson IDprns:personInPrimaryPositionperson in primary positionprns:physicalNeighborOfphysical neighborprns:pluginSearchableDataProfilesRNS Plugin Searchable Dataprns:positionInDepartmentposition in departmentprns:predicateNodepredicate nodeprns:publicationDatepublication dateprns:similarTosimilar toprns:sortOrdersort orderprns:uniquenessWeightuniqueness weightprns:yearyearAcademic ArticleArticleDocumentbibo:pmidPubMed IdentifierAddressvivo:addressCitycityvivo:addressPostalCodepostal codevivo:addressStatestate or provincevivo:authorInAuthorshipselected publicationsvivo:authorRankauthor rank in publicationAuthorshipDepartmentvivo:hasResearchArearesearch areasvivo:hrJobTitleHR job titleInformation Resourcevivo:linkAnchorTextlink anchor textvivo:linkedAuthorlinked authorvivo:linkedInformationResourcelinked information resourcevivo:mailingAddressmailing addressvivo:orcidIdORCID idvivo:personInPositionpositionsPositionvivo:positionInOrganizationposition in organizationvivo:preferredTitlepreferred titleURLLinkvivo:webpagewebpagerdf:predicatepredicaterdf:typetyperdfs:labellabelConceptAgentfoaf:firstNamefirst namefoaf:lastNamelast nameOrganizationPersonNeurobiologyAuthorship 365765Authorship 141451533049726Monaco A, Pantaleo E, Amoroso N, Bellantuono L, Lombardi A, Tateo A, Tangaro S, Bellotti RPhysical biologyIdentifying potential gene biomarkers for Parkinson's disease through an information entropy based approach. Phys Biol. 2020 12 01; 18(1):016003.Phys Biol2020-12-01T00:00:002020Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach.Psychiatry and Behavioral Neuroscience-Research18999498Basalto N, Bellotti R, De Carlo F, Facchi P, Pantaleo E, Pascazio SPhysical review. E, Statistical, nonlinear, and soft matter physicsHausdorff clustering. Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Oct; 78(4 Pt 2):046112.Phys Rev E Stat Nonlin Soft Matter Phys2008-10-28T00:00:002008Hausdorff clustering.Neurological SurgeryAuthorship 149076734429852Monaco A, Pantaleo E, Amoroso N, Lacalamita A, Lo Giudice C, Fonzino A, Fosso B, Picardi E, Tangaro S, Pesole G, Bellotti RComputational and structural biotechnology journalA primer on machine learning techniques for genomic applications. Comput Struct Biotechnol J. 2021; 19:4345-4359.Comput Struct Biotechnol J2021-07-31T00:00:002021A primer on machine learning techniques for genomic applications.D010300Disorders681320.882035Parkinson DiseaseAuthorship 151840234972836Monaco A, Pantaleo E, Amoroso N, Bellantuono L, Stella A, Bellotti RScientific reportsCountry-level factors dynamics and ABO/Rh blood groups contribution to COVID-19 mortality. Sci Rep. 2021 12 31; 11(1):24527.Sci Rep2021-12-31T00:00:002021Country-level factors dynamics and ABO/Rh blood groups contribution to COVID-19 mortality.Authorship 154263635404984Musso P, Coppola G, Pantaleo E, Amoroso N, Balenzano C, Bellotti R, Cassibba R, Diacono D, Monaco APloS onePsychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students. PLoS One. 2022; 17(4):e0266895.PLoS One2022-04-11T00:00:002022Psychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students.Authorship 154993135627112Pantaleo E, Monaco A, Amoroso N, Lombardi A, Bellantuono L, Urso D, Lo Giudice C, Picardi E, Tafuri B, Nigro S, Pesole G, Tangaro S, Logroscino G, Bellotti RGenesA Machine Learning Approach to Parkinson's Disease Blood Transcriptomics. Genes (Basel). 2022 04 21; 13(5).Genes (Basel)2022-04-21T00:00:002022A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics.Authorship 156376935882684Lombardi A, Diacono D, Amoroso N, Biecek P, Monaco A, Bellantuono L, Pantaleo E, Logroscino G, De Blasi R, Tangaro S, Bellotti RBrain informaticsA 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.Brain Inform2022-07-26T00:00:002022A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.Authorship 1593813Authorship 1592933Authorship 159610836175583Cilli R, Elia M, D'Este M, Giannico V, Amoroso N, Lombardi A, Pantaleo E, Monaco A, Sanesi G, Tangaro S, Bellotti R, Lafortezza RScientific reportsExplainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe. Sci Rep. 2022 09 29; 12(1):16349.Sci Rep2022-09-29T00:00:002022Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe.36300169Tafuri B, Lombardi A, Nigro S, Urso D, Monaco A, Pantaleo E, Diacono D, De Blasi R, Bellotti R, Tangaro S, Logroscino GFrontiers in neuroscienceThe impact of harmonization on radiomic features in Parkinson's disease and healthy controls: A multicenter study. Front Neurosci. 2022; 16:1012287.Front Neurosci2022-10-10T00:00:002022The impact of harmonization on radiomic features in Parkinson's disease and healthy controls: A multicenter study.36567754Bellantuono L, Monaco A, Amoroso N, Lacalamita A, Pantaleo E, Tangaro S, Bellotti RFrontiers in big dataWorldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis. Front Big Data. 2022; 5:1027783.Front Big Data2022-12-08T00:00:002022Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis.D000544Disorders974700.734682Alzheimer DiseaseD001185Activities & BehaviorsObjectsOccupations1322940.790652Artificial IntelligenceD0000695501272320.830996Machine LearningD063045Concepts & IdeasProcedures12120.981258Crowdsourcinghttp://voices.uchicago.edu/drsisodialab/Sisodia Labhttp://genapps.uchicago.edu/newlabweb/index.htmlLab web sitehttps://www.uchicagomedicine.org/find-a-physician/physician/peter-warnkeLearn more about this provider...Authorship 1622642336945505Golob 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, Preterm Birth DREAM Community, 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 MmedRxiv : the preprint server for health sciencesMicrobiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research. medRxiv. 2023 Apr 11.medRxiv2023-04-11T00:00:002023Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research.Human GeneticsNeurologyUniversity of ChicagoAgataMinorAgata Minor41.78927490000000-87.60125000000000102Minor, AgataPostdoctoral ScholarJon E.GrantJon E. Grant41.78927490000000-87.601250000000001148Grant, Jon E.ProfessorEmilyRogalskiEmily Rogalski41.7886000000000087.598699999999994397Rogalski, Emily0000-0002-6472-1363Professor37626087Fania A, Monaco A, Amoroso N, Bellantuono L, Cazzolla Gatti R, Firza N, Lacalamita A, Pantaleo E, Tangaro S, Velichevskaya A, Bellotti RScientific dataA Dementia mortality rates dataset in Italy (2012-2019). Sci Data. 2023 08 25; 10(1):564.Sci Data2023-08-25T00:00:002023A Dementia mortality rates dataset in Italy (2012-2019).Authorship 1661308Authorship 166938337789191Bellantuono 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 RScientific reportsAn eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis. Sci Rep. 2023 10 03; 13(1):16590.Sci Rep2023-10-03T00:00:002023An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis.Peter S.CarbonettoPeter S. Carbonetto41.78927490000000-87.601250000000001504Carbonetto, Peter S.0000-0003-1144-6780Research Assistant ProfessorTimotheeFlutreTimothee Flutre41.78927490000000-87.601250000000001553Flutre, TimotheePostdoctoral FellowTaoXieTao Xie41.78927490000000-87.601250000000002254Xie, TaoProfessorPeter ChristianWarnkex3VoGa8eHMzMknJtY0fp/Cv/+94=Peter Christian Warnke41.78927490000000-87.601250000000002372Warnke, Peter ChristianProfessor1.157890.011726652research areas6.342121.0127860similar to1117selected publicationsZiaKhanZia Khan41.78927490000000-87.60125000000000497Khan, ZiaPostdoctoral FellowSangram S.SisodiaxHF6ArIaHeX5hHlsaUXv9Gq0+s+oSangram S. Sisodia41.78927490000000-87.60125000000000510Sisodia, Sangram S.ProfessorAuthorship 167792337894965Lacalamita A, Serino G, Pantaleo E, Monaco A, Amoroso N, Bellantuono L, Piccinno E, Scalavino V, Dituri F, Tangaro S, Bellotti R, Giannelli GInternational journal of molecular sciencesArtificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma. Int J Mol Sci. 2023 Oct 18; 24(20).Int J Mol Sci2023-10-18T00:00:002023Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma.AnnaDi RienzoAnna Di Rienzo41.78927490000000-87.60125000000000993Di Rienzo, AnnaProfessorAuthorship 168433738049451Amoroso N, Gambacorta N, Mastrolorito F, Togo MV, Trisciuzzi D, Monaco A, Pantaleo E, Altomare CD, Ciriaco F, Nicolotti OScientific reportsMaking sense of chemical space network shows signs of criticality. Sci Rep. 2023 Dec 04; 13(1):21335.Sci Rep2023-12-04T00:00:002023Making sense of chemical space network shows signs of criticality.Authorship 1688962338134931Golob 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 MCell reports. MedicineMicrobiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research. Cell Rep Med. 2024 01 16; 5(1):101350.Cell Rep Med2023-12-21T00:00:002023Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research.https://voices.uchicago.edu/haarc/Healthy Aging & Alzheimer's Research Care Centerhttps://pcarbo.github.io/personal websitehttps://github.com/pcarbo/GitHubhttp://www.linkedin.com/pub/peter-carbonetto/59/8ab/7aLinkedInhttp://scholar.google.com/citations?user=ghacqrQAAAAJGoogle Scholarhttps://stephenslab.uchicago.eduStephens lab website38443419Fania A, Monaco A, Amoroso N, Bellantuono L, Cazzolla Gatti R, Firza N, Lacalamita A, Pantaleo E, Tangaro S, Velichevskaya A, Bellotti RScientific reportsMachine 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.Sci Rep2024-03-05T00:00:002024Machine learning and XAI approaches highlight the strong connection between O3 and NO2 pollutants and Alzheimer's disease.Authorship 1707618true1Research Assistant ProfessorResearch Assistant Professortrue1Postdoctoral FellowPostdoctoral Fellowtrue1Postdoctoral ScholarPostdoctoral Scholartrue1Postdoctoral FellowPostdoctoral Fellowtrue1Postdoctoral ScholarPostdoctoral Scholartrue1ProfessorProfessortrue1ProfessorProfessortrue1ProfessorProfessortrue1ProfessorProfessortrue1ProfessorProfessortrue1ProfessorProfessor1010Chicago60637IL