2018 (Track 1) - Clinical Trial Cohort Selection

2019
Stubbs A, Uzuner Ö. New approaches to cohort selection [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1161-1162. https://doi.org/10.1093/jamia/ocz174
Stubbs A, Filannino M, Soysal E, Henry S, Uzuner Ö. Cohort selection for clinical trials: n2c2 2018 shared task track 1 [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1163–1171. https://doi.org/10.1093/jamia/ocz163
Vydiswaran VGV, Strayhorn A, Zhao X, Robinson P, Agarwal M, Bagazinski E, Essiet M, Iott BE, Joo H, Ko PJ, Lee D, Lu JX, Liu J, Murali A, Sasagawa K, Wang T, Yuan N. Hybrid bag of approaches to characterize selection criteria for cohort identification [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1172-1180. https://doi.org/10.1093/jamia/ocz079
Segura-Bedmar I, Raez P. Cohort selection for clinical trials using deep learning models [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1181–1188. https://doi.org/10.1093/jamia/ocz139
Xiong Y, Shi X, Chen S, Jiang D, Tang B, Wang X, Chen Q, Yan J. Cohort selection for clinical trials using hierarchical neural network [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1203-1208. https://doi.org/10.1093/jamia/ocz099
Chen L, Gu Y, Ji X, Lou C, Sun Z, Li H, Gao Y, Huang Y. Clinical trial cohort selection based on multi-level rule-based natural language processing system [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1218–1226. https://doi.org/10.1093/jamia/ocz109
Chen C-J, Warikoo N, Chang Y-C, Chen J-H, Hsu W-L. Medical knowledge infused convolutional neural networks for cohort selection in clinical trials [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1227-1236. https://doi.org/10.1093/jamia/ocz128
Oleynik M, Kugic A, Kasáč Z, Kreuzthaler M. Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification [Internet]. Journal of the American Medical Informatics Association 2019;26(11):1247-1254. https://doi.org/10.1093/jamia/ocz149