Stefania Montani

Università degli Studi del Piemonte Orientale “Amedeo Avogadro” — Italy

Computer Science · Physical Sciences

33h-index3.4kcitations209works0.42yr avg
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Research Topics

Semantic Web and Ontologies(70), Business Process Modeling and Analysis(38), AI-based Problem Solving and Planning(35), Biomedical Text Mining and Ontologies(33), Clinical practice guidelines implementation(30)

Publications209 total

Automl-Med: A Tool for Optimizing Pipeline Generation in Medical Ml
2025
SCRATCH-AI: A Tool to Predict Honey Wound Healing Properties
Information·2025Open Access
Checking Medical Process Conformance by Exploiting LLMs
Applied Sciences·2025Open Access
AutoML-Med: A Framework for Automated Machine Learning in Medical Tabular Data
arXiv (Cornell University)·2025Open Access
Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data
Lecture notes in computer science·2025· 1 cited
Exploiting LLMs for Supporting Conformance Checking on Medical Processes
Lecture notes in computer science·2025
Structural positional encoding for knowledge integration in transformer-based medical process monitoring and trace classification
Progress in Artificial Intelligence·2024· 2 cited
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work
arXiv (Cornell University)·2024· 1 citedOpen Access
Towards an educational tool for supporting neonatologists in the delivery room
2024
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring
ArXiv.org·2024Open Access
Towards an educational tool for supporting neonatologists in the delivery room
arXiv (Cornell University)·2024Open Access
NRTS: A Client-Server Architecture for Supporting Education in a Neonatal Resuscitation Simulation Scenario
Studies in health technology and informatics·2023· 1 citedOpen Access
Towards Action-State Process Model Discovery
Data·2023Open Access
Towards Action + State Process Model Discovery
Preprints.org·2023Open Access
Improving Stroke Trace Classification Explainability Through Counterexamples
Lecture notes in computer science·2023
Making Process Trace Classification More Explainable: Approaches and Experiences in the Medical Field
Intelligent systems reference library·2023
Applying the SIM Tool in Clinical Practice: a Case Study in Neonatal Resuscitation Simulation
Procedia Computer Science·2023· 1 citedOpen Access
Integrating ISA and Part-of Domain Knowledge into Process Model Discovery
Future Internet·2022· 5 citedOpen Access
Novel deep learning architectures for haemodialysis time series classification
International Journal of Knowledge-based and Intelligent Engineering Systems·2022
AS-SIM: An Approach to Action-State Process Model Discovery
Lecture notes in computer science·2022· 2 cited
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Frequent Co-authors

Riccardo Bellazzi(15), Luigi Portinale(13), Paolo Terenziani(10), Alessio Bottrighi(9), Mario Stefanelli(6), Mauro Torchio(6), Gianpaolo Molino(6), Daniele Codetta‐Raiteri(5), Giorgio Leonardi(5), Andrea Bobbio(4), Cristiana Larizza(4), Alberto Riva(4), Giuseppe d’Annunzio(4), Silvana Quaglini(4), Isabelle Bichindaritz(4), Luca Anselma(3), Gianluca Correndo(3), Paolo Magni(3), Anna Cavallini(3), Renata Lorini(2)