| Stop re-drawing chemicals! Implementation of Computer-Readable Chemical Structure Format for Drug Impurities |
Barbara Scott, David Green, Marlene Kim, Naomi Kruhlak, Tyler Peryea, David Skanchy |
Barbara.Scott@fda.hhs.gov |
| OCS Data Central: The single, modernized, fully automated solution study platform improves quality data accessible for scientific review |
Matthew Wiley, Jack Slattery |
Matthew.Wiley@fda.hhs.gov |
| Missing Field Alert Reports: An Interactive Portal Analyzes their Distribution |
Joshua Born, Ye Li, John Wan |
Joshua.Born@fda.hhs.gov |
| Using Natural Language Processing and Deep Learning to Enhance Quality Surveillance |
Taylor Henderson, Tingting Wang, Cong Wu, John Wan |
Taylor.Henderson@fda.hhs.gov |
| Leveraging Crowdsourcing on PrecisionFDA and Synthetic Data to Improve Veteran Healthcare |
Elaine Johanson, Holly Stephens, Ezekiel Maier |
Holly.Stephens@fda.hhs.gov |
| Detecting somatic variants in acute myeloid leukemia tumor-only samples using the HIVE DRAGEN pipeline |
Sean Smith, Michael Colgan, Luis Santana-Quintero, Konstantinos Karagiannis |
Sean.Smith@fda.hhs.gov |
| HELIX (Hybrid Environment for Longitudinal health Information eXchange) – A multifactor platform approach enabling the One Health Mission |
Chetan Paul, Erika Killian |
Erika.Killian@fda.hhs.gov |
| Sample size planning for developing class-imbalanced classifiers for high-dimensional data with an application in patient phenotyping using clinical narratives |
Sai Dharmarajan, Satabdi Saha, Jae Joon Song |
Sai.Dharmarajan@fda.hhs.gov |
| Scaling Big Data and Computations on HPC Clusters |
Mike Mikailov, Fu-Jyh Luo, Stuart Barkley, Dillip Emmanuel, Xian Wu, Trinity Cheng, Tsach Mackey, Kenny Cha, Nicholas Petrick |
Mike.Mikailov@fda.hhs.gov |
| An Ensemble Machine Learning and Graph Networks Approach to Identify Biomarkers Responsible for Immune Related Adverse Events Using Germline Mutation Data |
Kamil Kural, Emma Scott, Sean Smith, Luis Santana-Quintero, Ilya Mazo, Julia Beaver, Konstantinos Karagiannis |
Kamil.Kural@fda.hhs.gov |
| BRisk and GREAT: Rapid Risk Assessment for Transfusion-Transmitted Infectious Diseases on AWS |
Hong Yang, Jason Claeys, Mark O. Walderhaug, Richard Forshee, Ying Huang, Guangfan Zhang, Leslie Eberhardt, Rebecca Kahn |
Rebecca.Kahn@fda.hhs.gov |
| scRNASeq Based Identification and Profiling of Leishmania Parasitized Host Cells in a Murine Model |
Konstantinos Karagiannis, Sreenivas Gannavaram, Luis Santana-Quintero, Hira Nakhasi |
Konstantinos.Karagiannis@fda.hhs.gov |
| Validating NEST’s Active Surveillance Approaches Using Blinded, Synthetic Medical Device Performance Datasets |
Alexandra Cha, Jacqueline Puigbo, Daniel Canos |
Alexandra.Cha@fda.hhs.gov |
| The HIVE pipeline to measure HIV variant diversity to predict time since infection |
Ilya Mazo, Luis Santana-Quintero, Konstantinos Karagiannis, Indira Hewlett, Viswanath Ragupathy |
Ilya.Mazo@fda.hhs.gov |
| TGx-GAN: Conditional Generative Adversarial Network for Transcriptomic Profile Inference in Toxicogenomics |
Xi Chen, Weida Tong, Zhichao Liu |
Xi.Chen@fda.hhs.gov |
| Methods for Characterizing Temporal Patterns of Prescription Opioid Utilization |
Elin Cho, Yuting Xu, Jae Joon Song, Yueqin Zhao, Rose Radin, Grace P. Chai, Yong Ma, Shekhar Mehta, Meilan Chen, Kyle Lee, Corinne Woods |
JaeJoon.Song@fda.hhs.gov |
| Structure-Data File from Sponsors Submissions Promotes Rapid Chemical Registration and Computational Analyses |
Marlene Kim, Tyler Peryea, Barbara Scott, David Green, Naomi Kruhlak |
Marlene.Kim@fda.hhs.gov |
| Scaling Public Health Response Capabilities to Address the Demands of the COVID-19 Pandemic |
Reagan Kelly, John Phan, Joseph Dell, Barry Henderson |
Suresh.Kishore@fda.hhs.gov |
| Use of Natural Language Processing Text-Mining for Identification of Differences in the OVERDOSAGE Section of Prescription Drug Labeling for Drugs with the Same Active Ingredient V2 |
Chidiebube Nzeako, Eric Brodsky, Adrita Ashraf, Keith Burkhart |
Chidiebube.Nzeako@fda.hhs.gov |
| FDA’s Enterprise Multifaceted Ecosystem Platform: A Potential Use Case and LRT-tool based on R-library |
Jyoti Zalkikar, Lan Huang, Swati P. Kulkarni |
Jyoti.Zalkikar@fda.hhs.gov |
