Extraction of Geriatric Syndromes From Electronic Health Record Clinical Notes: Assessment of Statistical Natural Language Processing Methods

Tao Chen   ¹ , PhD ;   Mark Dredze   ² , MA, PhD ;   Jonathan P Weiner   ³ , DrPH ;   Leilani Hernandez   ⁴ , MPH ;   Joe Kimura   ⁴ , MPH, MD ;   Hadi Kharrazi   ^{3, 5} , MD, PhD

¹ Center for Language and Speech Processing, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States

² Department of Computer Science, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States

³ Center for Population Health IT, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States

⁴ Academic Institute, Atrius Health, Boston, MA, United States

⁵ Division of Health Sciences Informatics, School of Medicine, Johns Hopkins University, Baltimore, MD, United States