34 citations · 101 across the 17 of their papers we have counts for
17 papers
Towards Integrative Multi-Modal Personal Health Navigation Systems: Framework and Application
Nitish Nag, Hyungik Oh, Mengfan Tang +2
It is well understood that an individual's health trajectory is influenced by choices made in each moment, such as from lifestyle or medical decisions. With the advent of modern se…
Personal Food Model
Ali Rostami, Vaibhav Pandey, Nitish Nag +2
Food is central to life. Food provides us with energy and foundational building blocks for our body and is also a major source of joy and new experiences. A significant part of the…
A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends
Daniel B. Azzam, Nitish Nag, Julia Tran +4
Dry eye disease (DED) affects approximately half of the United States population. DED is characterized by dryness on the corena surface due to a variety of causes. This study fills…
N=1 Modelling of Lifestyle Impact on SleepPerformance
Dhruv Upadhyay, Vaibhav Pandey, Nitish Nag +1
Sleep is critical to leading a healthy lifestyle. Each day, most people go to sleep without any idea about how their night's rest is going to be. For an activity that humans spend…
Continuous Health Interface Event Retrieval
Vaibhav Pandey, Nitish Nag, Ramesh Jain
Knowing the state of our health at every moment in time is critical for advances in health science. Using data obtained outside an episodic clinical setting is the first step towar…
Health State Estimation
Nitish Nag
Life's most valuable asset is health. Continuously understanding the state of our health and modeling how it evolves is essential if we wish to improve it. Given the opportunity th…
Personalized Taste and Cuisine Preference Modeling via Images
Nitish Nag, Bindu Rajanna, Ramesh Jain
With the exponential growth in the usage of social media to share live updates about life, taking pictures has become an unavoidable phenomenon. Individuals unknowingly create a un…
Synchronizing Geospatial Information for Personalized Health Monitoring
Nitish Nag, Vaibhav Pandey, Likhita Navali +2
The health effects of air pollution have been subject to intense study in recent decades. Exposure to pollutants such as airborne particulate matter and ozone has been associated w…
Flavour Enhanced Food Recommendation
Nitish Nag, Aditya Bharadwaj, Aditya Narendra Rao +6
We propose a mechanism to use the features of flavour to enhance the quality of food recommendations. An empirical method to determine the flavour of food is incorporated into a re…
A Navigational Approach to Health: Actionable Guidance for Improved Quality of Life
Nitish Nag, Ramesh Jain
Lifestyle and environment interacting with our biological machine are primarily responsible for shaping our health and wellbeing. Continuous, multi-modal, and quantitative approach…
Surface Type Estimation from GPS Tracked Bicycle Activities
Nitish Nag, Vaibhav Pandey, Aishwarya Manjunath +2
Road conditions affect both machine and human powered modes of transportation. In the case of human powered transportation, poor road conditions increase the work for the individua…
Ubiquitous Event Mining to Enhance Personal Health
Vaibhav Pandey, Nitish Nag, Ramesh Jain
Advances in user interfaces, pattern recognition, and ubiquitous computing continue to pave the way for better navigation towards our health goals. Quantitative methods which can g…
Cross-Modal Health State Estimation
Nitish Nag, Vaibhav Pandey, Preston J. Putzel +3
Individuals create and consume more diverse data about themselves today than any time in history. Sources of this data include wearable devices, images, social media, geospatial in…
Endogenous and Exogenous Multi-Modal Layers in Context Aware Recommendation Systems for Health
Nitish Nag, Vaibhav Pandey, Ramesh C. Jain
People care more about the solutions to their problems rather than data alone. Inherently, this means using data to generate a list of recommendations for a given situation. The ra…
Intrinsic and Extrinsic Motivation Modeling Essential for Multi-Modal Health Recommender Systems
Nitish Nag, Mathias Lux, Ramesh C. Jain
Managing health lays the core foundation to enabling quality life experiences. Modern computer science research, and especially the field of recommender systems, has enhanced the q…
A Navigational Approach to Health
Ramesh Jain
What if an app could guide you to better health, similar to how GPS navigation directs you to your desired destination? What if the app could use real-time information to redirect…
Cybernetic Health
Nitish Nag, Vaibhav Pandey, Hyungik Oh +1
Future health ecosystems demand the integration of emerging data technology with an increased focus on preventive medicine. Cybernetics extracts the full potential of data to serve…