Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types K De Angeli, S Gao, I Danciu, EB Durbin, XC Wu, A Stroup, J Doherty, ... Journal of biomedical informatics 125, 103957, 2022 | 39 | 2022 |
Deep active learning for classifying cancer pathology reports K De Angeli, S Gao, M Alawad, HJ Yoon, N Schaefferkoetter, XC Wu, ... BMC bioinformatics 22, 1-25, 2021 | 28 | 2021 |
Using ensembles and distillation to optimize the deployment of deep learning models for the classification of electronic cancer pathology reports K De Angeli, S Gao, A Blanchard, EB Durbin, XC Wu, A Stroup, J Doherty, ... JAMIA open 5 (3), ooac075, 2022 | 3 | 2022 |
Modeling the impact of wild harvest on plant–disperser mutualisms: Plant and disperser co-harvest model K De Angeli, E Abbasi, A Gan, DJ Ingram, X Giam, CH Chang Ecological Modelling 439, 109328, 2021 | 2 | 2021 |
Enhancing the Performance of the MtCNN for the Classification of Cancer Pathology Reports: From Data Annotation to Model Deployment K De Angeli | | 2022 |