no code implementations • 16 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.
no code implementations • 22 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.
no code implementations • 16 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.
no code implementations • 26 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.
no code implementations • 2 Apr 2019 • Nitish Nag, Aditya Bharadwaj, Aditya Narendra Rao, Akash Kulhalli, Kushal Samir Mehta, Nishant Bhattacharya, Pratul Ramkumar, Dinkar Sitaram, Ramesh Jain
We propose a mechanism to use the features of flavour to enhance the quality of food recommendations.
no code implementations • 4 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
no code implementations • 25 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.
no code implementations • 7 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.