Sergio Collazo
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View article: Symptoms timeline and outcomes in amyotrophic lateral sclerosis using artificial intelligence
Symptoms timeline and outcomes in amyotrophic lateral sclerosis using artificial intelligence Open
Amyotrophic lateral sclerosis (ALS) is a fatal, neurodegenerative motor neuron disease. Although an early diagnosis is crucial to provide adequate care and improve survival, patients with ALS experience a significant diagnostic delay. This…
View article: Identification of Atherosclerotic and Cardiovascular Clinical Phenotypes in Spanish Electronic Health Records using Artificial Intelligence: Validation of an Automated Information Extraction System (Preprint)
Identification of Atherosclerotic and Cardiovascular Clinical Phenotypes in Spanish Electronic Health Records using Artificial Intelligence: Validation of an Automated Information Extraction System (Preprint) Open
BACKGROUND Detection, analysis, and organization of unstructured data within Electronic Health Records (EHRs) through Natural Language Processing (NLP) and machine learning (ML), has become of vital interest to fully leverage all the info…
View article: Identification of Atherosclerotic and Cardiovascular Clinical Phenotypes in Spanish Electronic Health Records: Assessment of an Automated Information Extraction System. (Preprint)
Identification of Atherosclerotic and Cardiovascular Clinical Phenotypes in Spanish Electronic Health Records: Assessment of an Automated Information Extraction System. (Preprint) Open
BACKGROUND Research efforts to develop strategies to effectively identify patients and to reduce the burden of cardiovascular diseases is essential for the future of the health system. Most research studies have used only coded parts of e…
View article: Home Palliative Care for Patients with Advanced Chronic Kidney Disease: Preliminary Results
Home Palliative Care for Patients with Advanced Chronic Kidney Disease: Preliminary Results Open
Healthcare for patients with advanced chronic kidney disease (ACKD) on conservative treatment very often poses healthcare problems that are difficult to solve. At the end of 2011, we began a program based on the care and monitoring of thes…