A natural language processing approach for identifying temporal disease onset information from mental healthcare text
Viani, Natalia, Botelle, Riley, Kerwin, Jack, Yin, Lucia, Patel, Rashmi, Stewart, Robert, Velupillai, Sumithra
Published in Scientific reports (12.01.2021)
Published in Scientific reports (12.01.2021)
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Journal Article
Generation and evaluation of artificial mental health records for Natural Language Processing
Ive, Julia, Viani, Natalia, Kam, Joyce, Yin, Lucia, Verma, Somain, Puntis, Stephen, Cardinal, Rudolf N., Roberts, Angus, Stewart, Robert, Velupillai, Sumithra
Published in NPJ digital medicine (14.05.2020)
Published in NPJ digital medicine (14.05.2020)
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Journal Article
Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data
Ter-Minassian, Lucile, Viani, Natalia, Wickersham, Alice, Cross, Lauren, Stewart, Robert, Velupillai, Sumithra, Downs, Johnny
Published in BMJ open (05.12.2022)
Published in BMJ open (05.12.2022)
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Journal Article
Temporal information extraction from mental health records to identify duration of untreated psychosis
Viani, Natalia, Kam, Joyce, Yin, Lucia, Bittar, André, Dutta, Rina, Patel, Rashmi, Stewart, Robert, Velupillai, Sumithra
Published in Journal of biomedical semantics (10.03.2020)
Published in Journal of biomedical semantics (10.03.2020)
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Journal Article
Incidence of suicidality in people with depression over a 10-year period treated by a large UK mental health service provider
Francis, Emma R., Fonseca de Freitas, Daniela, Colling, Craig, Pritchard, Megan, Kadra-Scalzo, Giouliana, Viani, Natalia, Chaturvedi, Jaya, Denee, Tom R., Kerr, Cicely, Desai, Mitesh, Scott, Gemma, Shetty, Hitesh, Broadbent, Mathew, Chandran, David, Downs, Johnny, Velupillai, Sumithra, Khondoker, Mizanur, Stewart, Robert, Dutta, Rina, Hayes, Richard D.
Published in BJPsych open (24.11.2021)
Published in BJPsych open (24.11.2021)
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Journal Article
Information extraction from Italian medical reports: An ontology-driven approach
Viani, Natalia, Larizza, Cristiana, Tibollo, Valentina, Napolitano, Carlo, Priori, Silvia G., Bellazzi, Riccardo, Sacchi, Lucia
Published in International journal of medical informatics (Shannon, Ireland) (01.03.2018)
Published in International journal of medical informatics (Shannon, Ireland) (01.03.2018)
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Journal Article
Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions
Sacchi, Lucia, Parimbelli, Enea, Panzarasa, Silvia, Viani, Natalia, Rizzo, Elena, Napolitano, Carlo, Budasu, Roxana Ioana, Quaglini, Silvana
Published in Artificial Intelligence in Medicine (2015)
Published in Artificial Intelligence in Medicine (2015)
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Book Chapter
Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline
Salvi, Elisa, Parimbelli, Enea, Basadonne, Alessia, Viani, Natalia, Cavallini, Anna, Micieli, Giuseppe, Quaglini, Silvana, Sacchi, Lucia
Published in Artificial Intelligence in Medicine (2017)
Published in Artificial Intelligence in Medicine (2017)
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Book Chapter
Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data
Viani, Natalia, Chiudinelli, Lorenzo, Tasca, Cristina, Zambelli, Alberto, Bucalo, Mauro, Ghirardi, Arianna, Barbarini, Nicola, Sfreddo, Eleonora, Sacchi, Lucia, Tondini, Carlo, Bellazzi, Riccardo
Published in Studies in health technology and informatics (2018)
Published in Studies in health technology and informatics (2018)
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Journal Article
Generation and evaluation of artificial mental health records for Natural Language Processing
Ive, Julia, Viani, Natalia, Kam, Joyce, Yin, Lucia, Verma, Somain, Puntis, Stephen, Cardinal, Rudolf N, Roberts, Angus, Stewart, Robert, Velupillai, Sumithra
Published in NPJ digital medicine (14.05.2020)
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Published in NPJ digital medicine (14.05.2020)
Journal Article
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports
Viani, Natalia, Miller, Timothy A., Dligach, Dmitriy, Bethard, Steven, Napolitano, Carlo, Priori, Silvia G., Bellazzi, Riccardo, Sacchi, Lucia, Savova, Guergana K.
Published in Artificial Intelligence in Medicine (2017)
Published in Artificial Intelligence in Medicine (2017)
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Book Chapter
Clinical timelines development from textual medical reports in Italian
Viani, Natalia, Sacchi, Lucia, Tibollo, Valentina, Napolitano, Carlo, Priori, Silvia G., Bellazzi, Riccardo
Published in 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI) (01.09.2017)
Published in 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI) (01.09.2017)
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Conference Proceeding