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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni
DocenteMasseroli Marco
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareIINF-05/A - Sistemi Di Elaborazione Delle Informazioni
Curriculum VitaeScarica il CV (310.42Kb - 11/04/2024)
OrcIDhttps://orcid.org/0000-0003-2574-1174

Contatti
Orario di ricevimento
DipartimentoPianoUfficioGiornoOrarioTelefonoFaxNote
Elettronica e Informazione ------MartedìDalle 14:45
Alle 16:15
02-2399-3553---La modalità d'interazione preferita è sempre l'e-mail, anche per concordare e prenotare gli incontri
E-mailmarco.masseroli@polimi.it
Pagina web redatta a cura del docentehttp://www.bioinformatics.polimi.it/masseroli/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2025 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Rivista
Characterization of AAV Integrations in preclinical models of gene therapy using RAAVioli pipeline with long and short sequencing reads (Mostra >>)
Unravelling the effect of proliferative stress and genotoxicity in hematopoietic stem cells in vivo (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Biological and Medical Ontologies: Disease Ontology (DO) (Mostra >>)
Biological and Medical Ontologies: Human Phenotype Ontology (HPO) (Mostra >>)
Articoli su riviste
Machine learning-based forecast of Helmet-CPAP therapy failure in Acute Respiratory Distress Syndrome patients (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Rivista
Acquisition of somatic mutations after hematopoietic stem cell gene therapy varies among cell lineages and is modulated by vector genotoxicity and the activity of key cellular senescence gene (Mostra >>)
Characterization of AAV Integrations in Preclinical Models of Gene Therapy Using RAAVioli Pipeline with Long and Short Sequencing Reads (Mostra >>)
Abstract in Atti di convegno
Biology-informed bulk RNA-seq profile generation (Mostra >>)
Diagnosis of cardiovascular diseases using interpretable cardiac magnetic resonance-derived latent factors (Mostra >>)
Prediction of incident cardiovascular events using omics-derived latent factors (Mostra >>)
Unraveling the effects of proliferative stress and genotoxicity in hematopoietic stem cells in vivo (Mostra >>)
Contributo in Atti di convegno
A data science approach to investigate the mutational landscape of a critical patient subgroup (Mostra >>)
Enhancing feature selection with biological insights: a novel forward approach for gene selection (Mostra >>)
Supervised Relevance-Redundancy assessment for feature selection in high-dimensional genotype data. (Mostra >>)
Articoli su riviste
Biologically weighted LASSO: enhancing functional interpretability in gene expression data analysis (Mostra >>)
In-Silico Identification of Novel Pharmacological Synergisms: The Trabectedin Case (Mostra >>)
Integrated approach to generate artificial samples with low tumor fraction for somatic variant calling benchmarking (Mostra >>)
Predicting bovine daily milk yield by leveraging genomic breeding values (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Adapting feature selection in gene expression-based classification for higher biological interpretability (Mostra >>)
Gene co-expression network analysis for identifying cell populations in RNA-seq patient-derived xenografts (Mostra >>)
Machine learning for multi-label subtyping: a key to dissecting intra-tumor heterogeneity at the bulk sample level (Mostra >>)
Multi-label transcriptional classification of colorectal cancer reflects tumour cell population heterogeneity (Mostra >>)
Multi-label transcriptional classification of colorectal cancer reflects tumour cell population heterogeneity (Mostra >>)
RAAVioli: a bioinformatic tool for the characterization of AAV integration and recombination processes (Mostra >>)
The use of machine learning in the genomic era of livestock farming (Mostra >>)
Transcriptional analysis of the synergistic mechanism of action of simvastatin and valproic acid with chemotherapy in metastatic pancreatic adenocarcinoma. (Mostra >>)
Unraveling the effect of proliferative stress in vivo in hematopoietic stem cell gene therapy (Mostra >>)
Use of longitudinal data in genomic management of dairy cattle herds (Mostra >>)
Contributo in Atti di convegno
Biologically-driven feature selection for improved functional interpretability of gene expression data analysis (Mostra >>)
Non-negative Matrix Tri-Factorization for data integration and knowledge inference on breast cancer subtyping (Mostra >>)
Articoli su riviste
Identification of transcription factor high accumulation DNA zones (Mostra >>)
Multi-label transcriptional classification of colorectal cancer reflects tumor cell population heterogeneity (Mostra >>)
Supervised Relevance-Redundancy assessments for feature selection in omics-based classification scenarios (Mostra >>)
The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Gene expression-based multi-label classification to face colorectal cancer heterogeneity and provide biologically and clinically relevant traits (Mostra >>)
Statistical and machine learning methods to investigate mutations in RAS-mutated colorectal cancer patients (Mostra >>)
Contributo in Atti di convegno
An integrated, scalable framework for identification and quantification of tandem duplications in DNA sequencing data (Mostra >>)
Machine learning to discover genes predictive of RAS-mutated cases in mutational profiles of colorectal cancer patients. (Mostra >>)
Articoli su riviste
Accurate and highly interpretable prediction of gene expression from histone modifications (Mostra >>)
Genomic data integration and user-defined sample-set extraction for population variant analysis (Mostra >>)
Identification, semantic annotation and comparison of combinations of functional elements in multiple biological conditions (Mostra >>)
Investigating Deep Learning based Breast Cancer Subtyping using Pan-cancer and Multi-omic Data (Mostra >>)
META-BASE: a Novel Architecture for Large-Scale Genomic Metadata Integration (Mostra >>)
Predicting Drug Synergism by Means of Non-Negative Matrix Tri-Factorization (Mostra >>)
RGMQL: scalable and interoperable computing of heterogeneous omics big data and metadata in R/Bioconductor (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A novel computational framework for the identification of the TD-plus phenotype in high grade serous ovarian cancer (Mostra >>)
Investigating transcript isoform RNA-seq data and machine learning techniques for breast cancer subtyping (Mostra >>)
Articoli su riviste
A review on viral data sources and search systems for perspective mitigation of COVID-19 (Mostra >>)
Computational analysis of fused co-expression networks for the identification of candidate cancer gene biomarkers (Mostra >>)
Federated sharing and processing of genomic datasets for tertiary data analysis (Mostra >>)
Gene function finding through cross-organism ensemble learning (Mostra >>)
Predictive modeling of gene expression regulation (Mostra >>)
Supervised machine learning for the assessment of Chronic Kidney Disease advancement (Mostra >>)
The road towards data integration in human genomics: players, steps and interactions (Mostra >>)
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