Yearbook of Medical Informatics, Table of Contents CC BY-NC-ND 4.0 · Yearb Med Inform 2019; 28(01): 069-070DOI: 10.1055/s-0039-1677942 Section 1: Health Information Management Best Paper Selection Georg Thieme Verlag KG Stuttgart Best Paper Selection Recommend Article Abstract Atutxa A, Pérez A, Casillas A. Machine Learning Approaches on diagnostic term encoding with the ICD for clinical documentation. IEEE J Biomed Health Inform 2018;22(4):1323-9 https://ieeexplore.ieee.org/document/8016315 Cui L, Xie X, Shen Z. Prediction task guided representation learning of medical codes in EHR. J Biomed Inform 2018;84:1-10 https://www.sciencedirect.com/science/article/pii/S1532046418301199?via%3Dihub Li F, Liu W, Yu H. Extraction of information related to adverse drug events from electronic health record notes: design of an end-to-end model based on deep learning. JMIR Med Inform 2018;6(4):e12159 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6288593/ Qiu JX, Yoon H-J, Fearn PA, Tourassi GD. Deep learning for automated extraction of primary sites from cancer pathology reports. IEEE J Biomed Health Inform 2018;22(1):244-51 https://ieeexplore.ieee.org/document/7918552 Full Text