Shivani Batra
Icahn School of Medicine at Mount Sinai
11 Papers
6 Citations
Shivani Batra is an academic researcher from Icahn School of Medicine at Mount Sinai. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 2, co-authored 2 publications.
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Papers
The Role of Nanotechnology Based Wearable Electronic Textiles in Biomedical and Healthcare Applications
Jugal Kishore Barman,Akriti Tirkey,Shivani Batra,A. A. Paul,Kingshuk Panda,Rahul Deka,Punuri Jayasekhar Babu +6 more
TL;DR: In this paper , the authors provide descriptive information to an expanding and challenging domain of smart textiles with a focus on their applications to human health and welfare, and highlight the role of nanomaterials in the development of antimicrobial smart fabrics and discuss the challenges faced by smart fabrics for their acceptance in society.
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A Pragmatic Ensemble Strategy for Missing Values Imputation in Health Records
Shivani Batra,Rohan Khurana,Mohammad Zubair Khan,Wadii Boulila,Anis Koubaa,Prakash Srivastava +5 more
TL;DR: A unique Ensemble Strategy for Missing Value is introduced to analyse healthcare data with considerable missing values to identify unbiased and accurate prediction statistical modelling and indicates that the proposed technique surpasses standard missing value imputation approaches as well as the approach of dropping records holding missing values in terms of accuracy.
An Intelligent Sensor Based Decision Support System for Diagnosing Pulmonary Ailment through Standardized Chest X-ray Scans
Shivani Batra,Harsh Deep Sharma,Wadii Boulila,Vaishali Arya,Prakash Srivastava,Mohammad Zubair Khan,Moez Krichen +6 more
TL;DR: An intelligent medicare system that is an IoT-empowered, deep learning-based decision support system (DSS) for the automated detection and categorization of infectious diseases (COVID-19 and pneumothorax) and can forecast at a pace of 95 frames per second for both models, which is near to real-time.
Original contributionAwareness of genetic testing for colorectal cancer predisposition among specialists in gastroenterology
Shivani Batra,Heiddis B. Valdimarsdottir,Margaret M. McGovern,Steven H. Itzkowitz,Karen Brown +4 more
TL;DR: There is a need for physician education regarding the recognition of pedigrees consistent with inherited colorectal cancer, the genetic counseling process, and the availability of mutation testing for FAP and HNPCC.
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Fuzzy Rank-Based Ensemble Model for Accurate Diagnosis of Osteoporosis in Knee Radiographs
TL;DR: In this article , the authors used three CNN architectures, i.e., Inception v3, Xception, and ResNet 18, to create an ensemble-based classifier model.