Search Results for author: Prerna Singh

Found 7 papers, 1 papers with code

The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models

no code implementations2 Feb 2024 Moschoula Pternea, Prerna Singh, Abir Chakraborty, Yagna Oruganti, Mirco Milletari, Sayli Bapat, Kebei Jiang

The first class, RL4LLM, includes studies where RL is leveraged to improve the performance of LLMs on tasks related to Natural Language Processing.

Reinforcement Learning (RL)

AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score

no code implementations29 Jan 2024 Tao Hu, Joshua Freeze, Prerna Singh, Justin Kim, Yingnan Song, Hao Wu, Juhwan Lee, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson, Ammar Hoori

Background: Recent studies have used basic epicardial adipose tissue (EAT) assessments (e. g., volume and mean HU) to predict risk of atherosclerosis-related, major adverse cardiovascular events (MACE).

Comparing intervention measures in a model of a disease outbreak on a university campus

1 code implementation16 Jun 2023 Alex Best, Prerna Singh

We find that the two most effective interventions to limit the severity of a disease outbreak are reducing extra-household mixing and surveillance testing backed-up by a moderate isolation period.

Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task

no code implementations13 Apr 2023 Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi

A correlation-based functional connectivity analysis is done, and the changes among different age groups including: young (18-25 years), transition from young to middle age (25-33 years), and medium (33-41 years), are observed.

EEG

Reorganization of resting state brain network functional connectivity across human brain developmental stages

no code implementations16 Jun 2022 Prerna Singh, Tapan Kumar Gandhi, Lalan Kumar

The changes in overall resting-state brain functional connectivity with changes in brain developmental stages have also been explored using BrainNet Viewer.

Cannot find the paper you are looking for? You can Submit a new open access paper.