Shruti Kaushik

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 11

Top Topics

Network Analysis

Selecting Relevant Features

Learning Problems

Frequent Set Mining

Top Venues

Netw. Model. Anal. Health Informatics Bioinform.

Publications

Aashima, Shashank Bhargav, Shruti Kaushik, Varun Dutt
Development of Ensemble Tree Models for Generalized Blood Glucose Level Prediction. RICE (2022)
Abhinav Choudhury, Shruti Kaushik, Varun Dutt
Influence of Followers on Twitter Sentiments About Rare Disease Medications. FICTA (2) (2020)
Shruti Kaushik, Abhinav Choudhury, Sayee Natarajan, Larry A. Pickett, Varun Dutt
Medicine Expenditure Prediction via a Variance- Based Generative Adversarial Network. IEEE Access 8 (2020)
Shruti Kaushik, Abhinav Choudhury, Pankaj Kumar Sheron, Nataraj Dasgupta, Sayee Natarajan, Larry A. Pickett, Varun Dutt
AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures. Frontiers Big Data 3 (2020)
Shruti Kaushik, Abhinav Choudhury, Ashutosh Kumar Jatav, Nataraj Dasgupta, Sayee Natarajan, Larry A. Pickett, Varun Dutt
Comparative Analysis of Features Selection Techniques for Classification in Healthcare. MLDM (2) (2019)
Naveksha Sood, Shruti Kaushik, Aditya Nigam, Sriram Kailasam, Dileep D., Varun Dutt
Applications of Statistical and Machine Learning Time-Series Methods for Predicting Internet Usage. MLDM (2) (2019)
Shruti Kaushik, Abhinav Choudhury, Nataraj Dasgupta, Sayee Natarajan, Larry A. Pickett, Varun Dutt
Evaluating Frequent-Set Mining Approaches in Machine-Learning Problems with Several Attributes: A Case Study in Healthcare. MLDM (1) (2018)
Abhinav Choudhury, Shruti Kaushik, Varun Dutt
Social-network analysis in healthcare: analysing the effect of weighted influence in physician networks. Netw. Model. Anal. Health Informatics Bioinform. 7 (1) (2018)
Abhinav Choudhury, Shruti Kaushik, Varun Dutt
Social-Network Analysis for Pain Medications: Influential physicians may not be high-volume prescribers. ASONAM (2017)
Abhinav Choudhury, Shruti Kaushik, Varun Dutt
Data-mining medications for pain: analyzing adoption behavior of physicians and switching behavior of patients. ICC (2017)
Shruti Kaushik, Abhinav Choudhury, Kaustubh Mallik, Anzer Moid, Varun Dutt
Applying Data Mining to Healthcare: A Study of Social Network of Physicians and Patient Journeys. MLDM (2016)