Shanta Chowdhury

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Semi Supervised Classification

Named Entity Recognition

Electronic Medical Record

Cellular Processes

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Xishuang Dong, Shanta Chowdhury, Uboho Victor, Xiangfang Li, Lijun Qian
Semi-Supervised Deep Learning for Cell Type Identification From Single-Cell Transcriptomic Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Xishuang Dong, Shanta Chowdhury, Uboho Victor, Xiangfang Li, Lijun Qian
Cell Type Identification from Single-Cell Transcriptomic Data via Semi-supervised Learning. CoRR (2020)
Shanta Chowdhury, Xishuang Dong, Oscar A. Solis, Lijun Qian, Xiangfang Li
Cell Type Identification from Single-Cell Transcriptomic Data via Gene Embedding. ICMLA (2020)
Shanta Chowdhury, Xishuang Dong, Xiangfang Li
Recurrent Neural Network Based Feature Selection for High Dimensional and Low Sample Size Micro-array Data. IEEE BigData (2019)
Xishuang Dong, Uboho Victor, Shanta Chowdhury, Lijun Qian
Deep Two-path Semi-supervised Learning for Fake News Detection. CoRR (2019)
Shanta Chowdhury, Xishuang Dong, Lijun Qian, Xiangfang Li, Yi Guan, Jinfeng Yang, Qiubin Yu
A multitask bi-directional RNN model for named entity recognition on Chinese electronic medical records. BMC Bioinform. (17) (2018)
Xishuang Dong, Shanta Chowdhury, Lijun Qian, Yi Guan, Jinfeng Yang, Qiubin Yu
Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records. Healthcom (2017)