Aurelie Mascio

Biochemistry, Genetics and Molecular Biology · Life Sciences

8h-index183citations13works2.02yr avg
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Research Topics

Biomedical Text Mining and Ontologies(6), Topic Modeling(5), Chronic Disease Management Strategies(5), Schizophrenia research and treatment(4), Machine Learning in Healthcare(4)

Publications13 total

Applying neural network algorithms to ascertain reported experiences of violence in routine mental healthcare records and distributions of reports by diagnosis
Frontiers in Psychiatry·2024· 2 citedOpen Access
Can natural language processing models extract and classify instances of interpersonal violence in mental healthcare electronic records: an applied evaluative study
BMJ Open·2022· 32 citedOpen Access
Mapping multimorbidity in individuals with schizophrenia and bipolar disorders: evidence from the South London and Maudsley NHS Foundation Trust Biomedical Research Centre (SLAM BRC) case register
BMJ Open·2022· 20 citedOpen Access
A Review of Recent Work in Transfer Learning and Domain Adaptation for Natural Language Processing of Electronic Health Records
Yearbook of Medical Informatics·2021· 50 citedOpen Access
Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing
Frontiers in Digital Health·2021· 20 citedOpen Access
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit
Artificial Intelligence in Medicine·2021· 14 citedOpen Access
Investigating the association between physical health comorbidities and disability in individuals with severe mental illness
European Psychiatry·2021· 13 citedOpen Access
Cognitive Trajectories in Comorbid Dementia With Schizophrenia or Bipolar Disorder: The South London and Maudsley NHS Foundation Trust Biomedical Research Centre (SLaM BRC) Case Register
American Journal of Geriatric Psychiatry·2020· 11 citedOpen Access
Comparative Analysis of Text Classification Approaches in Electronic\n Health Records
arXiv (Cornell University)·2020Open Access
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR
2020
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR
arXiv (Cornell University)·2020· 1 citedOpen Access
Comparative Analysis of Text Classification Approaches in Electronic Health Records
2020· 3 citedOpen Access
MedCAT -- Medical Concept Annotation Tool
arXiv (Cornell University)·2019· 17 citedOpen Access

Frequent Co-authors

Angus Roberts(12), Robert Stewart(11), Richard Dobson(10), Rebecca Bendayan(9), Željko Kraljević(8), Daniel Bean(7), Thomas Searle(5), Jayati Das‐Munshi(4), Jaya Chaturvedi(4), Riley Botelle(3), Luwaiza Mirza(3), Zina Ibrahim(3), Honghan Wu(3), Sumithra Velupillai(2), Vishal Bhavsar(2), Marcus Williams(2), Shaweena Shaari(2), Naoko Skiada(2), Łukasz Roguski(2), Amos Folarin(2)