Publications by authors named "Barbara DI Camillo"

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SHAP-based binarization enhances metataxonomic machine learning with application to gut microbiota of inflammatory bowel disease.
Youngro Lee, Jongmo Seo, Barbara Di Camillo

Sci Rep· November 2025

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The BRAINTEASER Datasets: Clinical, Wearable and Environmental Data for ALS & MS Progression Modeling.
Guglielmo Faggioli, Laura Menotti, Stefano Marchesin, Isotta Trescato, Lara Ahmad, Barbara Di Camillo

Sci Data· November 2025

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MOV&RSim: computational modelling of cancer-specific variants and sequencing reads characteristics for realistic tumoral sample simulation.
Francesca Longhin, Giacomo Baruzzo, Enidia Hazizaj, Diego Boscarino, Dino Paladin, Barbara Di Camillo

BMC Bioinformatics· November 2025

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The impact of clinical history on the predictive performance of machine learning and deep learning models for renal complications of diabetes.
Davide Dei Cas, Barbara Di Camillo, Gian Paolo Fadini, Giovanni Sparacino, Enrico Longato

Comput Methods Programs Biomed· August 2025

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Reply to comments to "IMMUNOREACT 8: Immune markers of local tumor spread in patients undergoing transanal excision for clinically N0 rectal cancer".
Melania Scarpa, Andromachi Kotsafti, Astghik Stepanyan, Gaia Tussardi, Barbara Di Camillo

Surgery· July 2025

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Differential cellular communication inference framework for large-scale single-cell RNA-sequencing data.
Giulia Cesaro, Giacomo Baruzzo, Gaia Tussardi, Barbara Di Camillo

NAR Genom Bioinform· June 2025

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Advances and challenges in cell-cell communication inference: a comprehensive review of tools, resources, and future directions.
Giulia Cesaro, James Shiniti Nagai, Nicolò Gnoato, Alice Chiodi, Gaia Tussardi, Barbara Di Camillo

Brief Bioinform· May 2025

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Bone Marrow CD34+/lin- Cells of Patients with Chronic-Phase Chronic Myeloid Leukemia (CP-CML) After 12 Months of Nilotinib Treatment Exhibit a Different Gene Expression Signature Compared to the Diagnosis and the Corresponding Cells from Healthy Subjects.
Alessandra Trojani, Ester Pungolino, Barbara Di Camillo, Luca Emanuele Bossi, Cassandra Palumbo

Cancers (Basel)· March 2025

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IMMUNOREACT 8: Immune markers of local tumor spread in patients undergoing transanal excision for clinically N0 rectal cancer.
Giulia Becherucci, Cesare Ruffolo, Melania Scarpa, Federico Scognamiglio, Astghik Stepanyan, Barbara Di Camillo

Surgery· February 2025

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Efficacy of Midostaurin Combined With Intensive Chemotherapy in Core Binding Factor Leukemia: A Phase II Clinical Trial.
Roberto Cairoli, Arianna Gatti, Giovanni Grillo, Marta Rachele Stefanucci, Barbara Di Camillo

Am J Hematol· February 2025

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Cross-sectional evaluation of host biomarkers for guiding antibiotic use in bacterial and non-bacterial acute febrile illness in low- and middle-income tropical settings.
B Leticia Fernandez-Carballo, Michele Atzeni, Camille Escadafal, Martina Vettoretti, Steffen Geis, Barbara Di Camillo

BMJ Open· February 2025

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Challenges and opportunities for digital twins in precision medicine from a complex systems perspective.
Manlio De Domenico, Luca Allegri, Guido Caldarelli, Valeria d'Andrea, Barbara Di Camillo

NPJ Digit Med· January 2025

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DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling.
Isotta Trescato, Erica Tavazzi, Martina Vettoretti, Roberto Gatta, Rosario Vasta, Barbara Di Camillo

IEEE J Biomed Health Inform· December 2024

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Mutational Landscape of Bone Marrow CD19 and CD138 Cells in Waldenström Macroglobulinemia (WM) and IgM Monoclonal Gammopathy of Undetermined Significance (IgM MGUS).
Alessandra Trojani, Alessandro Beghini, Luca Emanuele Bossi, Marta Rachele Stefanucci, Cassandra Palumbo, Barbara Di Camillo

Cancer Med· December 2024

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IMMUNOREACT 9 metachronous rectal cancers have high HLA-ABC expression on healthy epithelium but a lower infiltration of CD3+ T cells than primary lesions.
Beatrice Salmaso, Melania Scarpa, Valerio Pellegrini, Astghik Stepanyan, Roberta Salmaso, Barbara Di Camillo

Sci Rep· November 2024

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Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study.
Alessandro Guazzo, Michele Atzeni, Elena Idi, Isotta Trescato, Erica Tavazzi, Barbara Di Camillo

BMC Med Inform Decis Mak· October 2024

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IMMUNOREACT 7: Regular aspirin use is associated with immune surveillance activation in colorectal cancer.
Ottavia De Simoni, Melania Scarpa, Ignazio Castagliuolo, Astghik Stepanyan, Imerio Angriman, Barbara Di Camillo

Cancer· July 2024

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Characterization of Chronic Kidney Disease Progression in Patients with Diabetes via Group-Based Multi-Trajectory Modeling.
Alessandro Guazzo, Enrico Longato, Gian Paolo Fadini, Giovanni Sparacino, Rema Padman, Barbara Di Camillo

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population.
Chiara Roversi, Erica Tavazzi, Martina Vettoretti, Barbara Di Camillo

Sci Rep· May 2024

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From translational bioinformatics computational methodologies to personalized medicine.
Barbara Di Camillo, Rosalba Giugno

J Biomed Inform· March 2024

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Discriminative power of DNA-based, volatilome, near infrared spectroscopy, elements and stable isotopes methods for the origin authentication of typical Italian mountain cheese using sPLS-DA modeling.
Marco Cardin, Jérôme Mounier, Emmanuel Coton, Barbara Cardazzo, Matteo Perini, Barbara Di Camillo

Food Res Int· February 2024

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Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits' text.
Alessandro Guazzo, Enrico Longato, Gian Paolo Fadini, Mario Luca Morieri, Giovanni Sparacino, Barbara Di Camillo

Sci Rep· November 2023

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A model to forecast the two-year variation of subjective wellbeing in the elderly population.
Isotta Trescato, Chiara Roversi, Martina Vettoretti, Barbara Di Camillo, Andrea Facchinetti

BMC Med Inform Decis Mak· November 2023

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Uncover a microbiota signature of upper respiratory tract in patients with SARS-CoV-2 + .
Massimo Bellato, Marco Cappellato, Francesca Longhin, Claudia Del Vecchio, Giuseppina Brancaccio, Barbara Di Camillo

Sci Rep· October 2023

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Machine learning-based feature selection to search stable microbial biomarkers: application to inflammatory bowel disease.
Youngro Lee, Marco Cappellato, Barbara Di Camillo

Gigascience· December 2022

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