Joan Chia-Mei Lo

Identifying incident medication‐related osteonecrosis of the jaw and antiresorptive drug holidays using natural language processing on clinical notes in men and women prescribed bisphosphonates or denosumab for fracture prevention

OBJECTIVE: Medication-related osteonecrosis of the jaw (MRONJ) is a rare complication of antiresorptive therapy for osteoporosis, with risk potentially influenced by "drug holidays" around dentoalveolar procedures. MRONJ risk is higher in rheumatic diseases. Epidemiologic studies...

Natural Language Processing to Improve Vertebral Fracture Identification in Older Adults Receiving Osteoporosis Therapy

INTRODUCTION: Vertebral fracture identification using administrative codes is challenging because diagnoses often occur outside hospital and orthopedic care settings. Outpatient diagnoses improve capture but increase misclassification. Accurate methods are important for populatio...