ICD-10 code-based definition of heart failure in Saint Petersburg electronic health records: prevalence, health care utilization and outcomes by A. E. Soloveva, G. V. Endubaeva, N. G. Avdonina, E. I. Kogan, T. V. Gorbacheva, A. V. Lubkovsky, A. N. Yazenok, A. N. Yakovlev, N. E. Zvartau, S. V. Villevalde, E. V. Shlyakhto

Subjects: Get full text

Analysis of the information about the incidence of heart failure, associated mortality and burden on the healthcare system, based on the encoding data in 15 subjects of the Russian... by N. E. Zvartau, A. E. Solovyova, G. V. Endubaeva, A. E. Medvedev, A. E. Solovyov, N. G. Avdonina, A. N. Yakovlev, E. A. Apsheva, D. V. Duplyakov, Y. V. Zolotova, H. M. Koloeva, K. S. Kostina, E. S. Levina, R. H. Lomovtseva, V. E. Lvov, I. E. Nikolaeva, N. A. Svetlova, G. N. Spasenkov, I. V. Fayans, N. S. Shkurina, S. V. Villevalde, E. V. Shlyakhto

Subjects: Get full text

Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes by Ying Yin, Yijun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J. Nelson

Subjects: Get full text

An automatic ICD coding method for clinical records based on deep neural network by Yichao DU, Tong XU, Jianhui MA, Enhong CHEN, Yi ZHENG, Tongzhu LIU, Guixian TONG

Subjects: “…ICD coding;multi-scale;residual network;graph convolutional network…”
Get full text

Multitask learning multimodal network for chronic disease prediction by Hsinhan Tsai, Ta-Wei Yang, Tien-Yi Wu, Ya-Chi Tu, Cheng-Lung Chen, Cheng-Fu Chou

Subjects: “…ICD code embedding…”
Get full text