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<r><article key="journals/ijmi/VazifehdanBTLTBCABD26" mdate="2026-03-05">
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<author orcid="0000-0002-1431-6044" pid="184/6065">Pietro Bosoni</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author pid="219/7018">Enrico Longato</author>
<author pid="182/3538">Eleonora Tavazzi</author>
<author pid="116/8920">Roberto Bergamaschi</author>
<author orcid="0000-0001-8415-4688" pid="84/7110">Barbara Di Camillo</author>
<author orcid="0000-0003-4324-7954" pid="31/59">Ameen Abu-Hanna</author>
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<title>The association of environmental exposure with multiple sclerosis severity score: A study based on sequential data modeling.</title>
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<pages>106295</pages>
<volume>210</volume>
<journal>Int. J. Medical Informatics</journal>
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<r><inproceedings key="conf/aime/CasLTMCGACC25" mdate="2025-07-06">
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<author orcid="0000-0001-5940-645X" pid="219/7018">Enrico Longato</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author orcid="0000-0002-9995-8133" pid="317/7989">Umberto Manera</author>
<author orcid="0000-0001-9579-5341" pid="00/1802">Adriano Chi&#242;</author>
<author orcid="0000-0003-2111-4579" pid="235/6880">Marta Gromicho</author>
<author orcid="0000-0002-7146-414X" pid="328/0993">In&#234;s Alves</author>
<author orcid="0000-0001-7556-0158" pid="01/11408">Mamede de Carvalho</author>
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<title>Exploring the Use of Projecting Conflicting Gradients in Multi-task Neural Networks with an Application to Amyotrophic Lateral Sclerosis.</title>
<pages>110-119</pages>
<year>2025</year>
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<r><inproceedings key="conf/aime/NucciarelliGTTAVIVFD25" mdate="2025-09-06">
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<author pid="134/0085">Roberto Gatta</author>
<author pid="378/4933">Andrada Mihaela Tudor</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author pid="173/9680">Giovanni Arcuri</author>
<author orcid="0000-0002-8429-3570" pid="13/7563">Mauro Vallati</author>
<author pid="16/10210">Gema Ib&#225;&#241;ez-S&#225;nchez</author>
<author pid="246/5679">Zoe Valero-Ramon</author>
<author pid="82/9769">Carlos Fern&#225;ndez-Llatas</author>
<author pid="154/4412">Andrea Damiani</author>
<title>Towards Distributed Process Discovery in Healthcare: Testing and Proving the Feasibility of the Federated Alpha+ Algorithm.</title>
<pages>294-299</pages>
<year>2025</year>
<booktitle>AIME (2)</booktitle>
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<crossref>conf/aime/2025-2</crossref>
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<r><inproceedings key="conf/bibm/LongatoTMMBDVBT25" mdate="2026-03-26">
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<author pid="253/8563">Erica Tavazzi</author>
<author pid="415/7512">Anna Milani</author>
<author pid="383/0006">Elena Marinello</author>
<author pid="184/6065">Pietro Bosoni</author>
<author pid="123/7575">Arianna Dagliati</author>
<author pid="280/1680">Mahin Vazifehdan</author>
<author pid="27/3072">Riccardo Bellazzi</author>
<author pid="326/1395">Isotta Trescato</author>
<author pid="309/7166">Alessandro Guazzo</author>
<author pid="171/7890">Martina Vettoretti</author>
<author pid="182/3538">Eleonora Tavazzi</author>
<author pid="386/2341">Lara Ahmad</author>
<author pid="116/8920">Roberto Bergamaschi</author>
<author pid="342/6379">Paola Cavalla</author>
<author pid="317/7989">Umberto Manera</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author pid="84/7110">Barbara Di Camillo</author>
<title>Deep Learning Model Predicts Relapse Occurrence in Multiple Sclerosis Via Sequences of Environmental Data.</title>
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<year>2025</year>
<booktitle>BIBM</booktitle>
<ee>https://doi.org/10.1109/BIBM66473.2025.11357123</ee>
<crossref>conf/bibm/2025</crossref>
<url>db/conf/bibm/bibm2025.html#LongatoTMMBDVBT25</url>
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<r><inproceedings key="conf/bibm/PolettoGTLAGMCV25" mdate="2026-03-26">
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<author pid="430/5186">Noemi Gonzato</author>
<author pid="253/8563">Erica Tavazzi</author>
<author pid="219/7018">Enrico Longato</author>
<author pid="430/5311">Amanda Adler</author>
<author pid="430/5695">Mari-Anne Gall</author>
<author pid="430/5544">Matthias M&#252;llenborn</author>
<author pid="84/7110">Barbara Di Camillo</author>
<author pid="171/7890">Martina Vettoretti</author>
<title>A Dynamic Bayesian Network Approach for Generating Synthetic Longitudinal Clinical Data: A Case Study on Long-Term Diabetes Outcomes.</title>
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<year>2025</year>
<booktitle>BIBM</booktitle>
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<r><inproceedings key="conf/ichi/NucciarelliGTVT25" mdate="2025-09-06">
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<author pid="328/1031">Benedetta Gottardelli</author>
<author pid="378/4933">Andrada Mihaela Tudor</author>
<author orcid="0000-0002-8429-3570" pid="13/7563">Mauro Vallati</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author orcid="0000-0002-5313-8631" pid="255/8300">Stefania Orini</author>
<author pid="134/0085">Roberto Gatta</author>
<author orcid="0000-0002-4137-7416" pid="173/9680">Giovanni Arcuri</author>
<author pid="154/4412">Andrea Damiani</author>
<title>Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy Module.</title>
<pages>471-477</pages>
<year>2025</year>
<booktitle>ICHI</booktitle>
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<crossref>conf/ichi/2025</crossref>
<url>db/conf/ichi/ichi2025.html#NucciarelliGTVT25</url>
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<r><proceedings key="conf/cibb/2023" mdate="2025-06-01">
<editor orcid="0000-0002-5020-1818" pid="171/7890">Martina Vettoretti</editor>
<editor orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</editor>
<editor orcid="0000-0001-5940-645X" pid="219/7018">Enrico Longato</editor>
<editor orcid="0000-0001-6129-5007" pid="227/1612">Giacomo Baruzzo</editor>
<editor orcid="0000-0001-7428-0656" pid="235/0028">Massimo Bellato</editor>
<title>Computational Intelligence Methods for Bioinformatics and Biostatistics - 18th International Meeting, CIBB 2023, Padua, Italy, September 6-8, 2023, Revised Selected Papers</title>
<booktitle>CIBB</booktitle>
<publisher>Springer</publisher>
<year>2025</year>
<series href="db/series/lncs/index.html">Lecture Notes in Computer Science</series>
<volume>14513</volume>
<isbn>978-3-031-90713-5</isbn>
<isbn>978-3-031-90714-2</isbn>
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<url>db/conf/cibb/cibb2023.html</url>
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<author pid="324/5097">Laura Menotti</author>
<author pid="18/8001">Helena Aidos</author>
<author pid="116/8920">Roberto Bergamaschi</author>
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<author orcid="0000-0001-9219-6239" pid="f/NicolaFerro">Nicola Ferro 0001</author>
<title>BRAINTEASER ALS and MS Datasets.</title>
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<author pid="134/0085">Roberto Gatta</author>
<author orcid="0009-0003-8085-1365" pid="290/1641">Leonardo Nucciarelli</author>
<author pid="378/4933">Andrada Mihaela Tudor</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author orcid="0000-0002-8429-3570" pid="13/7563">Mauro Vallati</author>
<author orcid="0000-0002-5313-8631" pid="255/8300">Stefania Orini</author>
<author orcid="0000-0002-8033-5411" pid="378/5436">Nicoletta Di Giorgi</author>
<author pid="154/4412">Andrea Damiani</author>
<title>GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics.</title>
<pages>170</pages>
<year>2024</year>
<month>December</month>
<volume>24</volume>
<journal>BMC Medical Informatics Decis. Mak.</journal>
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<r><article key="journals/midm/GuazzoAITTLMCGACVC24" mdate="2025-03-03">
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<author pid="389/3982">Michele Atzeni</author>
<author pid="329/2746">Elena Idi</author>
<author orcid="0000-0003-0625-993X" pid="326/1395">Isotta Trescato</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author pid="219/7018">Enrico Longato</author>
<author orcid="0000-0002-9995-8133" pid="317/7989">Umberto Manera</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author pid="235/6880">Marta Gromicho</author>
<author orcid="0000-0002-7146-414X" pid="328/0993">In&#234;s Alves</author>
<author pid="01/11408">Mamede de Carvalho</author>
<author pid="171/7890">Martina Vettoretti</author>
<author orcid="0000-0001-8415-4688" pid="84/7110">Barbara Di Camillo</author>
<title>Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study.</title>
<pages>318</pages>
<year>2024</year>
<month>December</month>
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<r><article key="journals/titb/TrescatoTVGVCC24" mdate="2025-06-15">
<author orcid="0000-0003-0625-993X" pid="326/1395">Isotta Trescato</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author orcid="0000-0002-5020-1818" pid="171/7890">Martina Vettoretti</author>
<author orcid="0000-0002-4716-9925" pid="134/0085">Roberto Gatta</author>
<author orcid="0000-0002-0393-4736" pid="239/4738">Rosario Vasta</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author orcid="0000-0001-8415-4688" pid="84/7110">Barbara Di Camillo</author>
<title>DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling.</title>
<pages>7553-7564</pages>
<year>2024</year>
<month>December</month>
<volume>28</volume>
<journal>IEEE J. Biomed. Health Informatics</journal>
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<r><inproceedings key="conf/bibm/MarinelloTLBDVB24" mdate="2026-04-07">
<author pid="383/0006">Elena Marinello</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author pid="219/7018">Enrico Longato</author>
<author orcid="0000-0002-1431-6044" pid="184/6065">Pietro Bosoni</author>
<author pid="123/7575">Arianna Dagliati</author>
<author pid="280/1680">Mahin Vazifehdan</author>
<author pid="27/3072">Riccardo Bellazzi</author>
<author orcid="0000-0003-0625-993X" pid="326/1395">Isotta Trescato</author>
<author pid="309/7166">Alessandro Guazzo</author>
<author pid="171/7890">Martina Vettoretti</author>
<author orcid="0000-0003-2580-3646" pid="182/3538">Eleonora Tavazzi</author>
<author pid="386/2341">Lara Ahmad</author>
<author pid="116/8920">Roberto Bergamaschi</author>
<author pid="342/6379">Paola Cavalla</author>
<author pid="317/7989">Umberto Manera</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author pid="84/7110">Barbara Di Camillo</author>
<title>Machine Learning Models Highlight the Impact of Pollution and Weather Patterns on Relapse Occurrence in Multiple Sclerosis Patients.</title>
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<year>2024</year>
<booktitle>BIBM</booktitle>
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<crossref>conf/bibm/2024</crossref>
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<r><inproceedings key="conf/clef/BiroloBFABCCDCNFDGGLMMM24" mdate="2026-02-01">
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<author orcid="0000-0002-1431-6044" pid="184/6065">Pietro Bosoni</author>
<author pid="228/0628">Guglielmo Faggioli</author>
<author orcid="0000-0001-6827-4217" pid="18/8001">Helena Aidos</author>
<author pid="116/8920">Roberto Bergamaschi</author>
<author pid="342/6379">Paola Cavalla</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author pid="123/7575">Arianna Dagliati</author>
<author pid="01/11408">Mamede de Carvalho</author>
<author pid="29/5588">Giorgio Maria Di Nunzio</author>
<author pid="39/3328">Piero Fariselli</author>
<author pid="342/6356">Jose Manuel Garc&#237;a Dominguez</author>
<author pid="235/6880">Marta Gromicho</author>
<author pid="309/7166">Alessandro Guazzo</author>
<author pid="219/7018">Enrico Longato</author>
<author pid="90/3540">Sara C. Madeira</author>
<author orcid="0000-0002-9995-8133" pid="317/7989">Umberto Manera</author>
<author pid="31/791">Stefano Marchesin 0001</author>
<author pid="324/5097">Laura Menotti</author>
<author orcid="0000-0003-4970-4554" pid="71/3148">Gianmaria Silvello</author>
<author orcid="0000-0003-2580-3646" pid="182/3538">Eleonora Tavazzi</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author orcid="0000-0003-0625-993X" pid="326/1395">Isotta Trescato</author>
<author pid="171/7890">Martina Vettoretti</author>
<author pid="84/7110">Barbara Di Camillo</author>
<author orcid="0000-0001-9219-6239" pid="f/NicolaFerro">Nicola Ferro 0001</author>
<title>Intelligent Disease Progression Prediction: Overview of iDPP@CLEF 2024.</title>
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<year>2024</year>
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<r><inproceedings key="conf/clef/BiroloBFABCCDCN24" mdate="2024-08-21">
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<author pid="184/6065">Pietro Bosoni</author>
<author pid="228/0628">Guglielmo Faggioli</author>
<author pid="18/8001">Helena Aidos</author>
<author pid="116/8920">Roberto Bergamaschi</author>
<author pid="342/6379">Paola Cavalla</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author pid="123/7575">Arianna Dagliati</author>
<author pid="01/11408">Mamede de Carvalho</author>
<author pid="29/5588">Giorgio Maria Di Nunzio</author>
<author pid="39/3328">Piero Fariselli</author>
<author pid="342/6356">Jose Manuel Garc&#237;a Dominguez</author>
<author pid="235/6880">Marta Gromicho</author>
<author pid="309/7166">Alessandro Guazzo</author>
<author pid="219/7018">Enrico Longato</author>
<author pid="90/3540">Sara C. Madeira</author>
<author pid="317/7989">Umberto Manera</author>
<author pid="31/791">Stefano Marchesin 0001</author>
<author pid="324/5097">Laura Menotti</author>
<author pid="71/3148">Gianmaria Silvello</author>
<author pid="182/3538">Eleonora Tavazzi</author>
<author pid="253/8563">Erica Tavazzi</author>
<author pid="326/1395">Isotta Trescato</author>
<author pid="171/7890">Martina Vettoretti</author>
<author pid="84/7110">Barbara Di Camillo</author>
<author pid="f/NicolaFerro">Nicola Ferro 0001</author>
<title>Overview of iDPP@CLEF 2024: The Intelligent Disease Progression Prediction Challenge.</title>
<pages>1312-1331</pages>
<year>2024</year>
<booktitle>CLEF (Working Notes)</booktitle>
<ee type="oa">https://ceur-ws.org/Vol-3740/paper-122.pdf</ee>
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<url>db/conf/clef/clef2024w.html#BiroloBFABCCDCN24</url>
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<r><inproceedings key="conf/clef/MarinelloGLTTVC24" mdate="2024-08-21">
<author pid="383/0006">Elena Marinello</author>
<author pid="309/7166">Alessandro Guazzo</author>
<author pid="219/7018">Enrico Longato</author>
<author pid="253/8563">Erica Tavazzi</author>
<author pid="326/1395">Isotta Trescato</author>
<author pid="171/7890">Martina Vettoretti</author>
<author pid="84/7110">Barbara Di Camillo</author>
<title>Using Wearable and Environmental Data to Improve the Prediction of Amyotrophic Lateral Sclerosis and Multiple Sclerosis Progression: an Explorative Study.</title>
<pages>1353-1365</pages>
<year>2024</year>
<booktitle>CLEF (Working Notes)</booktitle>
<ee type="oa">https://ceur-ws.org/Vol-3740/paper-125.pdf</ee>
<crossref>conf/clef/2024w</crossref>
<url>db/conf/clef/clef2024w.html#MarinelloGLTTVC24</url>
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<r><inproceedings key="conf/mod/GuazzoLTTCMZCVATBPC24" mdate="2026-02-01">
<author pid="309/7166">Alessandro Guazzo</author>
<author pid="219/7018">Enrico Longato</author>
<author orcid="0000-0003-0625-993X" pid="326/1395">Isotta Trescato</author>
<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
<author pid="00/1802">Adriano Chi&#242;</author>
<author pid="317/7989">Umberto Manera</author>
<author pid="401/1647">Grazia Zocco</author>
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<title>Exploring the Impact of Environmental Pollutants on Multiple Sclerosis Progression.</title>
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<editor orcid="0000-0001-9655-7142" pid="25/9512">Davide Chicco</editor>
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<editor orcid="0000-0001-5940-645X" pid="219/7018">Enrico Longato</editor>
<editor orcid="0000-0002-5020-1818" pid="171/7890">Martina Vettoretti</editor>
<editor orcid="0000-0001-8016-5750" pid="25/929-2">Anna Bernasconi 0002</editor>
<editor orcid="0000-0003-3200-2521" pid="334/6064">Simone Avesani</editor>
<editor orcid="0000-0001-7780-0434" pid="25/3374">Paolo Cazzaniga</editor>
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<ee>https://www.wikidata.org/entity/Q98579997</ee>
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<title>A Process Mining Approach to Statistical Analysis: Application to a Real-World Advanced Melanoma Dataset.</title>
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<r><inproceedings key="conf/ichi/DaberdakuTC19" mdate="2021-10-14">
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<author orcid="0000-0001-6188-6413" pid="253/8563">Erica Tavazzi</author>
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<crossref>conf/ichi/2019</crossref>
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