2018 (Track 1) - Clinical Trial Cohort Selection

Stubbs A, Uzuner Ö. New approaches to cohort selection.

Stubbs A, Filannino M, Soysal E, Henry S, Uzuner Ö. Cohort selection for clinical trials: n2c2 2018 shared task track 1.

Vydiswaran VV, Strayhorn A, Zhao X, Robinson P, Agarwal M, Bagazinski E, Essiet M, Iott B, Joo H, Ko P, 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.

Segura-Bedmar I, Raez P. Cohort selection for clinical trials using deep learning models.

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.

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.

Chen CJ, Warikoo N, Chang YC, Chen JH, Hsu WL. Medical knowledge infused convolutional neural networks for cohort selection in clinical trials.

Oleynik M, Kugic A, Kasáč Z, Kreuzthaler M. Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification.