Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions. - Lucia Sacchi; Enea Parimbelli; Silvia Panzarasa; Natalia Viani; Elena Rizzo; Carlo Napolitano; Roxana Ioana Budasu; Silvana Quaglini (AIME, 2015)

Information Extraction from Italian medical reports: first steps towards clinical timelines development. - Natalia Viani; Valentina Tibollo; Carlo Napolitano; Silvia G. Priori; Riccardo Bellazzi; Cristiana Larizza; Lucia Sacchi (AMIA, 2016)

Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline. - Elisa Salvi; Enea Parimbelli; Alessia Basadonne; Natalia Viani; Anna Cavallini; Giuseppe Micieli; Silvana Quaglini; Lucia Sacchi (AIME, 2017)

Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. - Natalia Viani; Timothy A. Miller; Dmitriy Dligach; Steven Bethard; Carlo Napolitano; Silvia G. Priori; Riccardo Bellazzi; Lucia Sacchi; Guergana K. Savova (AIME, 2017)

Clinical timelines development from textual medical reports in Italian. - Natalia Viani; Lucia Sacchi; Valentina Tibollo; Carlo Napolitano; Silvia G. Priori; Riccardo Bellazzi (RTSI, 2017)

Time Expressions in Mental Health Records for Symptom Onset Extraction. - Natalia Viani; Lucia Yin; Joyce Kam; Ayunni Alawi; André Bittar; Rina Dutta; Rashmi Patel; Robert Stewart 002; Sumithra Velupillai (Louhi@EMNLP, 2018)

KCL-Health-NLP@CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks. - Julia Ive; Natalia Viani; David Chandran; André Bittar; Sumithra Velupillai (CLEF (Working Notes), 2018)

Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data. - Natalia Viani; Lorenzo Chiudinelli; Cristina Tasca; Alberto Zambelli; Mauro Bucalo; Arianna Ghirardi; Nicola Barbarini; Eleonora Sfreddo; Lucia Sacchi; Carlo Tondini; Riccardo Bellazzi (MIE, 2018)

Information extraction from Italian medical reports: An ontology-driven approach. - Natalia Viani; Cristiana Larizza; Valentina Tibollo; Carlo Napolitano; Silvia G. Priori; Riccardo Bellazzi; Lucia Sacchi (Int. J. Medical Informatics, 2018)

Generating Positive Psychosis Symptom Keywords from Electronic Health Records. - Natalia Viani; Rashmi Patel; Robert Stewart 002; Sumithra Velupillai (AIME, 2019)

Time Expression Annotation for Multiple Clinical Specialties. - Natalia Viani; Hegler Tissot; Ariane Bernardino; Sumithra Velupillai (AMIA, 2019)

Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions. - Natalia Viani; Hegler Tissot; Ariane Bernardino; Sumithra Velupillai (BioNLP@ACL, 2019)

Ontology-Driven Real World Evidence Extraction from Clinical Narratives. - Lorenzo Chiudinelli; Matteo Gabetta; G. Centorrino; Natalia Viani; Cristina Tasca; Alberto Zambelli; Mauro Bucalo; Arianna Ghirardi; Nicola Barbarini; Eleonora Sfreddo; Carlo Tondini; Riccardo Bellazzi; et al. (MedInfo, 2019)

Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms. - Natalia Viani; Joyce Kam; Lucia Yin; Somain Verma; Robert Stewart 002; Rashmi Patel; Sumithra Velupillai (MedInfo, 2019)

Supervised methods to extract clinical events from cardiology reports in Italian. - Natalia Viani; Timothy A. Miller; Carlo Napolitano; Silvia G. Priori; Guergana K. Savova; Riccardo Bellazzi; Lucia Sacchi (J. Biomed. Informatics, 2019)

Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records. - Jaya Chaturvedi; Natalia Viani; Jyoti Sanyal; Chloe Tytherleigh; Idil Hasan; Kate Baird; Sumithra Velupillai; Robert Stewart 002; Angus Roberts (LREC, 2020)

Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories. - Sonia Priou; Natalia Viani; Veshalee Vernugopan; Chloe Tytherleigh; Faduma Abdalla Hassan; Rina Dutta; Trudie Chalder; Sumithra Velupillai (MIE, 2020)

Temporal information extraction from mental health records to identify duration of untreated psychosis. - Natalia Viani; Joyce Kam; Lucia Yin; André Bittar; Rina Dutta; Rashmi Patel; Robert Stewart 002; Sumithra Velupillai (J. Biomed. Semant., 2020)

Generation and evaluation of artificial mental health records for Natural Language Processing. - Julia Ive; Natalia Viani; Joyce Kam; Lucia Yin; Somain Verma; Stephen Puntis; Rudolf N. Cardinal; Angus Roberts; Robert Stewart 002; Sumithra Velupillai (npj Digit. Medicine, 2020)