NLP-based Extraction of Social Determinants of Health in Patients Admitted with Spontaneous Intracranial Hemorrhage (P11-2.005)
E Zelt, A Al-Dhoon, U Topaloglu, A Sarwal - Neurology, 2024 - AAN Enterprises
Objective: To determine the effectiveness of extraction of Social Determinants of Health in
ICH patient notes. Background: Social Determinants of Health (SDOH) have been a focus of …
ICH patient notes. Background: Social Determinants of Health (SDOH) have been a focus of …
The Association of Social Determinants of Health on Functional Outcome After Intracerebral Hemorrhage (P10-2.001)
T McVeigh, P Rist, A Mallick, S Mora, C Kourkoulis… - Neurology, 2024 - AAN Enterprises
Objective: NA Background: It remains unknown which social determinants of health (SDOH)
are impactful or when disparities begin to emerge in intracerebral hemorrhage (ICH). This …
are impactful or when disparities begin to emerge in intracerebral hemorrhage (ICH). This …
[HTML][HTML] Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and …
Background Neuroimaging is the gold-standard diagnostic modality for all patients
suspected of stroke. However, the unstructured nature of imaging reports remains a major …
suspected of stroke. However, the unstructured nature of imaging reports remains a major …
[HTML][HTML] Automated Extraction of Stroke Severity from Unstructured Electronic Health Records using Natural Language Processing
M Fernandes, MB Westover, AB Singhal, SF Zafar - medRxiv, 2024 - ncbi.nlm.nih.gov
BACKGROUND: Multi-center electronic health records (EHR) can support quality
improvement initiatives and comparative effectiveness research in stroke care. However …
improvement initiatives and comparative effectiveness research in stroke care. However …
Automated Extraction of Stroke Severity from Unstructured Electronic Health Records using Natural Language Processing
M Bento Fernandes, B Westover, AB Singhal, SF Zafar - medRxiv, 2024 - medrxiv.org
BACKGROUND: Multi-center electronic health records (EHR) can support quality
improvement initiatives and comparative effectiveness research in stroke care. However …
improvement initiatives and comparative effectiveness research in stroke care. However …
Automated Extraction of Stroke Severity from Unstructured Electronic Health Records using Natural Language Processing
B Westover, AB Singhal, SF Zafar - 2024 - europepmc.org
BACKGROUND: Multi-center electronic health records (EHR) can support quality
improvement initiatives and comparative effectiveness research in stroke care. However …
improvement initiatives and comparative effectiveness research in stroke care. However …
P287 Use of machine learning to determine stroke severity of patients diagnosed with stroke in claims data
E Kogan, K Twyman, J Heap, D Milentijevic… - European Heart …, 2018 - academic.oup.com
Background: The National Institutes of Health Stroke Scale (NIHSS) scores are often
recorded as free text in the neurologist's diagnosis reports, and not readily available in …
recorded as free text in the neurologist's diagnosis reports, and not readily available in …
[HTML][HTML] Natural language processing and machine learning algorithm to identify brain MRI reports with acute ischemic stroke
Background and purpose This project assessed performance of natural language
processing (NLP) and machine learning (ML) algorithms for classification of brain MRI …
processing (NLP) and machine learning (ML) algorithms for classification of brain MRI …
Psychological Outcome after Hemorrhagic Stroke is related to Functional Status (P6-6.006)
S Ecker, A Lord, L Gurin, K Ishida, K Melmed, J Torres… - 2022 - AAN Enterprises
Objective: To evaluate the relationship between psychological outcome after hemorrhagic
stroke and functional status. Background: To identify opportunities to improve morbidity after …
stroke and functional status. Background: To identify opportunities to improve morbidity after …
[HTML][HTML] Classification of neurologic outcomes from medical notes using natural language processing
MB Fernandes, N Valizadeh, HS Alabsi… - Expert systems with …, 2023 - Elsevier
Neurologic disability level at hospital discharge is an important outcome in many clinical
research studies. Outside of clinical trials, neurologic outcomes must typically be extracted …
research studies. Outside of clinical trials, neurologic outcomes must typically be extracted …