artículo académico

• Biomedical engineering research in Chilean universities - A bibliometric analysis.  IEEE LATIN AMERICA TRANSACTIONS.  22(4):339-351. 2024
• A PHYSICIAN'S PERSPECTIVE ON THE INCORPORATION OF PICTOGRAMS AS A SUPPLEMENT TO MEDICAL INSTRUCTIONS IN CHILE: A PILOT STUDY.  IRBM.  44(1). 2023
• SUPERVISED LEARNING ALGORITHM FOR PREDICTING MORTALITY RISK IN OLDER ADULTS USING CARDIOVASCULAR HEALTH STUDY DATASET.  APPLIED SCIENCES-BASEL.  12(22). 2022
• A FEATURE-BASED ANALYSIS FOR TIME-SERIES CLASSIFICATION OF COVID-19 INCIDENCE IN CHILE: A CASE STUDY.  APPLIED SCIENCES-BASEL.  11(15). 2021
• ACTIVE LEARNING FOR BIOMEDICAL TEXT CLASSIFICATION BASED ON AUTOMATICALLY GENERATED REGULAR EXPRESSIONS.  IEEE ACCESS.  9:38767-38777. 2021
• APPLICATION OF MACHINE LEARNING AND WORD EMBEDDINGS IN THE CLASSIFICATION OF CANCER DIAGNOSIS USING PATIENT ANAMNESIS.  IEEE ACCESS.  8:106198-106213. 2020
• CREGEX: A BIOMEDICAL TEXT CLASSIFIER BASED ON AUTOMATICALLY GENERATED REGULAR EXPRESSIONS.  IEEE ACCESS.  8:29270-29280. 2020
• EXTRACTING INFORMATION FROM ELECTRONIC MEDICAL RECORDS TO IDENTIFY THE OBESITY STATUS OF A PATIENT BASED ON COMORBIDITIES AND BODYWEIGHT MEASURES.  JOURNAL OF MEDICAL SYSTEMS.  40(8):1-9. 2016
• ATRIAL ACTIVITY SELECTION FOR ATRIAL FIBRILLATION ECG RECORDINGS.  COMPUTERS IN BIOLOGY AND MEDICINE.  43(10):1628-1636. 2013
• ACTIVE LEARNING FOR CLINICAL TEXT CLASSIFICATION: IS IT BETTER THAN RANDOM SAMPLING?.  JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION.  2012
• PREDICTING SAMPLE SIZE REQUIRED FOR CLASSIFICATION PERFOMANCE 2012