Search Results for author: Nitish Nag

Found 8 papers, 0 papers with code

Towards Integrative Multi-Modal Personal Health Navigation Systems: Framework and Application

no code implementations16 Nov 2021 Nitish Nag, Hyungik Oh, Mengfan Tang, Mingshu Shi, Ramesh Jain

In addition to describing the general framework, we test the PHN system in two experiments within the field of cardiology.

A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends

no code implementations22 Jun 2020 Daniel B. Azzam, Nitish Nag, Julia Tran, Lauren Chen, Kaajal Visnagra, Kailey Marshall, Matthew Wade

This study fills the spatiotemporal gaps in DED epidemiology by using Google Trends as a novel epidemiological tool for geographically mapping DED in relation to environmental risk factors.

Epidemiology regression

Health State Estimation

no code implementations16 Mar 2020 Nitish Nag

This dissertation presents an approach to build a personal model and dynamically estimate the health state of an individual by fusing multi-modal data and domain knowledge.

Personalized Taste and Cuisine Preference Modeling via Images

no code implementations26 Feb 2020 Nitish Nag, Bindu Rajanna, Ramesh Jain

Using the underlying connection between cuisines and their inherent tastes, we attempt to develop such a profile for an individual based solely on the images of his food.

A Navigational Approach to Health

no code implementations4 Dec 2018 Nitish Nag, Ramesh Jain

Lifestyle and environment interacting with our biological machine are primarily responsible for shaping our health and wellbeing.

Human-Computer Interaction

Surface Type Estimation from GPS Tracked Bicycle Activities

no code implementations25 Sep 2018 Nitish Nag, Vaibhav Pandey, Aishwarya Manjunath, Avinash Vaka, Ramesh Jain

Machine learning models such as support vector machines, K-nearest neighbors, and decision trees were used for the classification of the path.

Recommendation Systems Vocal Bursts Type Prediction

Cross-Modal Health State Estimation

no code implementations7 Aug 2018 Nitish Nag, Vaibhav Pandey, Preston J. Putzel, Hari Bhimaraju, Srikanth Krishnan, Ramesh C. Jain

Individuals create and consume more diverse data about themselves today than any time in history.

Decision Making

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