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[HTML][HTML] Machine learning in clinical trials: a primer with applications to neurology
MI Miller, LC Shih, VB Kolachalama - Neurotherapeutics, 2023 - Elsevier
We reviewed foundational concepts in artificial intelligence (AI) and machine learning (ML)
and discussed ways in which these methodologies may be employed to enhance progress …
and discussed ways in which these methodologies may be employed to enhance progress …
Artificial intelligence to improve patient understanding of radiology reports
K Amin, P Khosla, R Doshi, S Chheang… - The Yale journal of …, 2023 - pmc.ncbi.nlm.nih.gov
Diagnostic imaging reports are generally written with a target audience of other providers.
As a result, the reports are written with medical jargon and technical detail to ensure …
As a result, the reports are written with medical jargon and technical detail to ensure …
Data extraction from free-text reports on mechanical thrombectomy in acute ischemic stroke using ChatGPT: a retrospective analysis
Background Procedural details of mechanical thrombectomy in patients with ischemic stroke
are important predictors of clinical outcome and are collected for prospective studies or …
are important predictors of clinical outcome and are collected for prospective studies or …
[HTML][HTML] Natural language processing in the intensive care unit: A sco** review
JK Pilowsky, JW Choi, A Saavedra, M Daher… - Critical Care and …, 2024 - Elsevier
Objectives Natural language processing (NLP) is a branch of artificial intelligence focused
on enabling computers to interpret and analyse text-based data. The intensive care specialty …
on enabling computers to interpret and analyse text-based data. The intensive care specialty …
Language Models for Hierarchical Classification of Radiology Reports with Attention Mechanisms, BERT and GPT-4
Radiology reports are a valuable source of textual information used to improve clinical care
and support research. In recent years, deep learning techniques have been shown to be …
and support research. In recent years, deep learning techniques have been shown to be …
[HTML][HTML] Applications of natural language processing for the management of stroke disorders: sco** review
H De Rosario, S Pitarch-Corresa… - JMIR Medical …, 2023 - medinform.jmir.org
Background Recent advances in natural language processing (NLP) have heightened the
interest of the medical community in its application to health care in general, in particular to …
interest of the medical community in its application to health care in general, in particular to …
Miller Fisher's Rules and Digital Health: The Best of Both Worlds
JB Andrade, GN Mendes, GS Silva - Cerebrovascular Diseases, 2024 - karger.com
Abstract Background: Professor FisherLs legacy, defined by meticulous observation,
curiosity, and profound knowledge, has established a foundational cornerstone in medical …
curiosity, and profound knowledge, has established a foundational cornerstone in medical …
[HTML][HTML] Rules-based natural language processing to extract features of large vessel occlusion and cerebral edema from radiology reports in stroke patients
Z Siddiqui, K Bhatia, A Corbin, R Dhar - Neuroscience Informatics, 2023 - Elsevier
Background Large vessel occlusion (LVO) stroke research is limited regarding high-risk
patient groups for complications including cerebral edema. Large, well-phenotyped cohorts …
patient groups for complications including cerebral edema. Large, well-phenotyped cohorts …
Cerebrovascular disease case identification in inpatient electronic medical record data using natural language processing
Abstract Background Abstracting cerebrovascular disease (CeVD) from inpatient electronic
medical records (EMRs) through natural language processing (NLP) is pivotal for automated …
medical records (EMRs) through natural language processing (NLP) is pivotal for automated …
[HTML][HTML] Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Sco** Review
Background: Natural language processing (NLP), a branch of artificial intelligence that
analyzes unstructured language, is being increasingly used in health care. However, the …
analyzes unstructured language, is being increasingly used in health care. However, the …