Ashwin Agrawal

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Medical Education

Digital Technologies

Tomographic Images

Top Venues

Nat. Mac. Intell.

J. Biomed. Informatics

NeurIPS Datasets and Benchmarks

Publications

Ashwin Agrawal, Robert Thiel, Pooja Jain, Vishal Singh, Martin Fischer
Digital Twin: Where do humans fit in? CoRR (2023)
Ashwin Agrawal, Vishal Singh, Martin Fischer
LeanAI: A method for AEC practitioners to effectively plan AI implementations. CoRR (2023)
Adriel Saporta, Xiaotong Gui, Ashwin Agrawal, Anuj Pareek, Steven Q. H. Truong, Chanh D. T. Nguyen, Van Doan Ngo, Jayne Seekins, Francis G. Blankenberg, Andrew Y. Ng, Matthew P. Lungren, Pranav Rajpurkar
Benchmarking saliency methods for chest X-ray interpretation. Nat. Mac. Intell. 4 (10) (2022)
Ashwin Agrawal, Vishal Singh, Robert Thiel, Michael Pillsbury, Harrison Knoll, Jay Puckett, Martin Fischer
Digital Twin in Practice: Emergent Insights from an ethnographic-action research study. CoRR (2022)
Ashwin Agrawal, Vishal Singh, Martin Fischer
A new perspective on Digital Twins: Imparting intelligence and agency to entities. CoRR (2022)
Ashwin Agrawal, Martin Fischer, Vishal Singh
Digital Twin: From Concept to Practice. CoRR (2022)
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven Q. H. Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports. CoRR (2021)
Zhenghua Lyu, Huan Hubert Zhang, Gang Xiong, Gang Guo, Haozhou Wang, Jinbao Chen, Asim Praveen, Yu Yang, Xiaoming Gao, Alexandra Wang, Wen Lin, Ashwin Agrawal, Junfeng Yang, Hao Wu, Xiaoliang Li, Feng Guo, Jiang Wu, Jesse Zhang, Venkatesh Raghavan
Greenplum: A Hybrid Database for Transactional and Analytical Workloads. SIGMOD Conference (2021)
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven Q. H. Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports. NeurIPS Datasets and Benchmarks (2021)
Michael Ko, Emma Chen, Ashwin Agrawal, Pranav Rajpurkar, Anand Avati, Andrew Yan-Tak Ng, Sanjay Basu, Nigam H. Shah
Improving hospital readmission prediction using individualized utility analysis. J. Biomed. Informatics 119 (2021)
Zhenghua Lyu, Huan Hubert Zhang, Gang Xiong, Haozhou Wang, Gang Guo, Jinbao Chen, Asim Praveen, Yu Yang, Xiaoming Gao, Ashwin Agrawal, Alexandra Wang, Wen Lin, Junfeng Yang, Hao Wu, Xiaoliang Li, Feng Guo, Jiang Wu, Jesse Zhang, Venkatesh Raghavan
Greenplum: A Hybrid Database for Transactional and Analytical Workloads. CoRR (2021)