[HTML][HTML] The diagnostic and triage accuracy of the GPT-3 artificial intelligence model

DM Levine, R Tuwani, B Kompa, A Varma… - MedRxiv, 2023 - ncbi.nlm.nih.gov
Objective: Compare the general-purpose Generative Pre-trained Transformer 3 (GPT-3) AI
model’s diagnostic and triage performance to attending physicians and lay adults who use …

FlavorDB: a database of flavor molecules

N Garg, A Sethupathy, R Tuwani, R Nk… - Nucleic acids …, 2018 - academic.oup.com
Flavor is an expression of olfactory and gustatory sensations experienced through a multitude
of chemical processes triggered by molecules. Beyond their key role in defining taste and …

[HTML][HTML] BitterSweet: Building machine learning models for predicting the bitter and sweet taste of small molecules

R Tuwani, S Wadhwa, G Bagler - Scientific reports, 2019 - nature.com
The dichotomy of sweet and bitter tastes is a salient evolutionary feature of human gustatory
system with an innate attraction to sweet taste and aversion to bitterness. A better …

[HTML][HTML] Recipedb: a resource for exploring recipes

…, JS Marwah, S Kalathil, N Singh, R Tuwani… - Database, 2020 - academic.oup.com
Cooking is the act of turning nature into the culture, which has enabled the advent of the
omnivorous human diet. The cultural wisdom of processing raw ingredients into delicious dishes …

[HTML][HTML] Data-driven analysis of biomedical literature suggests broad-spectrum benefits of culinary herbs and spices

NK Rakhi, R Tuwani, J Mukherjee, G Bagler - PloS one, 2018 - journals.plos.org
Spices and herbs are key dietary ingredients used across cultures worldwide. Beyond their
use as flavoring and coloring agents, the popularity of these aromatic plant products in …

Towards reliable zero shot classification in self-supervised models with conformal prediction

B Kumar, A Palepu, R Tuwani, A Beam - arXiv preprint arXiv:2210.15805, 2022 - arxiv.org
Self-supervised models trained with a contrastive loss such as CLIP have shown to be very
powerful in zero-shot classification settings. However, to be used as a zero-shot classifier …

Computational models for the evolution of world cuisines

R Tuwani, N Sahoo, N Singh… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
Cooking is a unique endeavor that forms the core of our cultural identity. Culinary systems
across the world have evolved over a period of time in the backdrop of complex interplay of …

Safe and reliable transport of prediction models to new healthcare settings without the need to collect new labeled data

R Tuwani, A Beam - medRxiv, 2023 - medrxiv.org
How can practitioners and clinicians know if a prediction model trained at a different institution
can be safely used on their patient population? There is a large body of evidence showing …

FlavorDB2: An Updated Database of Flavor Molecules

N Grover, M Goel, D Batra, N Garg, R Tuwani… - arXiv preprint arXiv …, 2022 - arxiv.org
Flavor is expressed through interaction of molecules via gustatory and olfactory mechanisms.
Knowing the utility of flavor molecules in food and fragrances, it is valuable to add a …

Adversarial attacks against deep learning systems for ICD-9 code assignment

S Raja, R Tuwani - arXiv preprint arXiv:2009.13720, 2020 - arxiv.org
Manual annotation of ICD-9 codes is a time consuming and error-prone process. Deep
learning based systems tackling the problem of automated ICD-9 coding have achieved …