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Dr Ananya Malhotra

BSc MSc PhD in Statistics

Research Fellow
in Statistics

Room
254

LSHTM
Keppel Street
London
WC1E 7HT
United Kingdom

I completed my undergraduation and postgraduation in Statistics from Sri Venkateswara College, University of Delhi (DU) and was awarded PhD in inferential reliability in 2018 from DU.  Now I work for the Inequalities in Cancer Outcomes Network (ICON) at LSHTM.

Affiliations

Faculty of Epidemiology and Population Health
Department of Non-communicable Disease Epidemiology

Teaching

I teach on Statistics for Epidemiology and Public Health and Robust Statistical Methods.

Research

I am primarily interested in the application of machine learning based methods. My recent project involved derivation of a machine learning algorithm for early diagnosis of pancreatic cancer among patients using primary care electronic health records.

In my curresnt project, I will be studying the associations between individual patients’ characteristics, their treatments, the risk of experiencing adverse events and their subsequent quality of life after having undergone immunotherapy. Using unsupervised learning techiniques, I would be defining the ‘profile’ of patients who are likely to experience adverse effects of immunotherapy based on their individual characteristics.

Research Area
Health inequalities
Primary care
Public health
Statistical methods
Electronic health records
Discipline
Epidemiology
Statistics
Disease and Health Conditions
Cancer
Country
United Kingdom
Region
European Union

Selected Publications

On Estimation of Stress-Strength Reliability Using Lower Record Values from Proportional Reversed Hazard Family
Chaturvedi A; Malhotra A
2020
American Journal of Mathematical and Management Sciences
Shrinkage estimators of the reliability characteristics of a family of lifetime distributions based on records
Chaturvedi A; Malhotra A
2019
Communications in Statistics - Theory and Methods
See more Publications