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Natalia Viani · SciRah

Researcher profile · Semantic Scholar

Natalia Viani

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Natalia Viani — researcher profile on SciRah

h-index: 10
Works: 25
Citations: 330

Most-cited papers

Generation and evaluation of artificial mental health records for Natural Language Processing
Julia Ive, Natalia Viani, Joyce Kam, Lucia Yin +6 more
2020npj Digital Medicine94 citations Open access
Semantic Scholar
A natural language processing approach for identifying temporal disease onset information from mental healthcare text
Natalia Viani, Riley Botelle, J. Kerwin, Lucia Yin +3 more
2021Scientific Reports41 citations Open access
Semantic Scholar
Personalization and Patient Involvement in Decision Support Systems: Current Trends
S. Quaglini, L. Sacchi, G. Lanzola, Natalia Viani
2015Yearbook of Medical Informatics33 citations Open access
Semantic Scholar
Information extraction from Italian medical reports: An ontology-driven approach
Natalia Viani, C. Larizza, V. Tibollo, C. Napolitano +3 more
2018Int. J. Medical Informatics26 citations
Semantic Scholar
Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data
Lucile Ter-Minassian, Natalia Viani, A. Wickersham, Lauren Cross +3 more
2022BMJ Open23 citations Open access
Semantic Scholar
Temporal information extraction from mental health records to identify duration of untreated psychosis
Natalia Viani, Joyce Kam, Lucia Yin, André Bittar +4 more
2020Journal of Biomedical Semantics22 citations Open access
Semantic Scholar
Supervised methods to extract clinical events from cardiology reports in Italian
Natalia Viani, Timothy Miller, C. Napolitano, S. Priori +3 more
2019Journal of Biomedical Informatics22 citations Open access
Semantic Scholar
Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms
Natalia Viani, Joyce Kam, Lucia Yin, Somain Verma +3 more
2019Medinfo15 citations Open access
Semantic Scholar
Generating Positive Psychosis Symptom Keywords from Electronic Health Records
Natalia Viani, R. Patel, Robert J. Stewart, S. Velupillai
2019Conference on Artificial Intelligence in Medicine in Europe11 citations Open access
Semantic Scholar
Time Expressions in Mental Health Records for Symptom Onset Extraction
Natalia Viani, Lucia Yin, Joyce Kam, Ayunni Alawi +5 more
2018Louhi@EMNLP10 citations Open access
Semantic Scholar
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports
Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard +5 more
2017Conference on Artificial Intelligence in Medicine in Europe7 citations
Semantic Scholar
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 +1 more
2018Conference and Labs of the Evaluation Forum6 citations
Semantic Scholar
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 +4 more
2017Conference on Artificial Intelligence in Medicine in Europe5 citations
Semantic Scholar
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions
Natalia Viani, Hegler C. Tissot, Ariane Bernardino, S. Velupillai
2019BioNLP@ACL4 citations Open access
Semantic Scholar
Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions
L. Sacchi, Enea Parimbelli, S. Panzarasa, Natalia Viani +4 more
2015Conference on Artificial Intelligence in Medicine in Europe4 citations
Semantic Scholar
Ontology-Driven Real World Evidence Extraction from Clinical Narratives
L. Chiudinelli, Matteo Gabetta, G. Centorrino, Natalia Viani +9 more
2019Medinfo2 citations Open access
Semantic Scholar
Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data
Natalia Viani, L. Chiudinelli, C. Tasca, A. Zambelli +7 more
2018Medical Informatics Europe2 citations
Semantic Scholar
Information Extraction from Italian medical reports: first steps towards clinical timelines development
Natalia Viani, V. Tibollo, C. Napolitano, S. Priori +3 more
2016American Medical Informatics Association Annual Symposium2 citations
Semantic Scholar
Incidence of suicidality in people with depression over a 10-year period treated by a large UK mental health service provider
Emma R. Francis, Daniela Fonseca de Freitas, C. Colling, M. Pritchard +16 more
2021BJPsych Open1 citations Open access
Semantic Scholar
Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories
Sonia Priou, Natalia Viani, Veshalee Vernugopan, Chloe Tytherleigh +4 more
2020Medical Informatics Europe1 citations Open access
Semantic Scholar
Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records
Jaya Chaturvedi, Natalia Viani, J. Sanyal, Chloe Tytherleigh +5 more
2020International Conference on Language Resources and Evaluation1 citations
Semantic Scholar
Temporal Information Extraction from Mental Health Records 1 to Identify Duration of Untreated Psychosis 2
Natalia Viani, Joyce Kam, Lucia Yin, André Bittar +5 more
20200 citations
Semantic Scholar
Time Expression Annotation for Multiple Clinical Specialties
Natalia Viani, Hegler C. Tissot, Ariane Bernardino, S. Velupillai
2019American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Information Extraction from Medical Reports in the Italian Language for Clinical Timelines Reconstruction
Natalia Viani
20180 citations
Semantic Scholar
Clinical timelines development from textual medical reports in Italian
Natalia Viani, L. Sacchi, V. Tibollo, C. Napolitano +2 more
2017International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow0 citations
Semantic Scholar

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