Natalia Viani

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 18

Top Topics

Decision Support

Convolutional Neural Networks

Information Extraction

Top Venues

Publications

Natalia Viani, Joyce Kam, Lucia Yin, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart, Sumithra Velupillai
Temporal information extraction from mental health records to identify duration of untreated psychosis. J. Biomed. Semant. 11 (1) (2020)
Julia Ive, Natalia Viani, Joyce Kam, Lucia Yin, Somain Verma, Stephen Puntis, Rudolf N. Cardinal, Angus Roberts, Robert Stewart, Sumithra Velupillai
Generation and evaluation of artificial mental health records for Natural Language Processing. npj Digit. Medicine 3 (2020)
Sonia Priou, Natalia Viani, Veshalee Vernugopan, Chloe Tytherleigh, Faduma Abdalla Hassan, Rina Dutta, Trudie Chalder, Sumithra Velupillai
Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories. MIE (2020)
Jaya Chaturvedi, Natalia Viani, Jyoti Sanyal, Chloe Tytherleigh, Idil Hasan, Kate Baird, Sumithra Velupillai, Robert Stewart, Angus Roberts
Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records. LREC (2020)
Natalia Viani, Joyce Kam, Lucia Yin, Somain Verma, Robert Stewart, Rashmi Patel, Sumithra Velupillai
Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms. MedInfo (2019)
Natalia Viani, Timothy A. Miller, Carlo Napolitano, Silvia G. Priori, Guergana K. Savova, Riccardo Bellazzi, Lucia Sacchi
Supervised methods to extract clinical events from cardiology reports in Italian. J. Biomed. Informatics 95 (2019)
Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai
Time Expression Annotation for Multiple Clinical Specialties. AMIA (2019)
Lorenzo Chiudinelli, Matteo Gabetta, G. Centorrino, Natalia Viani, Cristina Tasca, Alberto Zambelli, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Carlo Tondini, Riccardo Bellazzi, Lucia Sacchi
Ontology-Driven Real World Evidence Extraction from Clinical Narratives. MedInfo (2019)
Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions. BioNLP@ACL (2019)
Natalia Viani, Rashmi Patel, Robert Stewart, Sumithra Velupillai
Generating Positive Psychosis Symptom Keywords from Electronic Health Records. AIME (2019)
Julia Ive, Natalia Viani, David Chandran, André Bittar, Sumithra Velupillai
KCL-Health-NLP@CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks. CLEF (Working Notes) (2018)
Natalia Viani, Lorenzo Chiudinelli, Cristina Tasca, Alberto Zambelli, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Lucia Sacchi, Carlo Tondini, Riccardo Bellazzi
Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data. MIE (2018)
Natalia Viani, Lucia Yin, Joyce Kam, Ayunni Alawi, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart, Sumithra Velupillai
Time Expressions in Mental Health Records for Symptom Onset Extraction. Louhi@EMNLP (2018)
Natalia Viani, Cristiana Larizza, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi
Information extraction from Italian medical reports: An ontology-driven approach. Int. J. Medical Informatics 111 (2018)
Elisa Salvi, Enea Parimbelli, Alessia Basadonne, Natalia Viani, Anna Cavallini, Giuseppe Micieli, Silvana Quaglini, Lucia Sacchi
Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline. AIME (2017)
Natalia Viani, Lucia Sacchi, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
Clinical timelines development from textual medical reports in Italian. RTSI (2017)
Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. AIME (2017)
Natalia Viani, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi
Information Extraction from Italian medical reports: first steps towards clinical timelines development. AMIA (2016)
Lucia Sacchi, Enea Parimbelli, Silvia Panzarasa, Natalia Viani, Elena Rizzo, Carlo Napolitano, Roxana Ioana Budasu, Silvana Quaglini
Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions. AIME (2015)