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Natalia Viani
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2020 – today
- 2020
- [j4]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): 2 (2020) - [j3]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) - [c15]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: 2009-2016 - [c14]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: 98-102
2010 – 2019
- 2019
- [j2]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) - [c13]Natalia Viani, Rashmi Patel, Robert Stewart, Sumithra Velupillai:
Generating Positive Psychosis Symptom Keywords from Electronic Health Records. AIME 2019: 298-303 - [c12]Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai:
Time Expression Annotation for Multiple Clinical Specialties. AMIA 2019 - [c11]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: 201-210 - [c10]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: 418-422 - [c9]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: 1441-1442 - 2018
- [j1]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: 140-148 (2018) - [c8]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: 183-192 - [c7]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 - [c6]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: 715-719 - 2017
- [c5]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: 193-197 - [c4]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: 198-202 - [c3]Natalia Viani, Lucia Sacchi, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi:
Clinical timelines development from textual medical reports in Italian. RTSI 2017: 1-5 - 2016
- [c2]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 - 2015
- [c1]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: 337-341
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