Concepedia

Prerna Singh

PS

7

Publications

239

Citations

7

H-Index

2017

Active since

Affiliations

University of Canterbury(Current)

Canterbury District Health Board

Prerna Singh is an author at University of Canterbury specializing in engineering, medical imaging, and medical image computing.

Top concepts

EngineeringRadiologyImage AnalysisMedical ImagingMedical Image ComputingHealthUltrasoundData ScienceComputer VisionMachine Learning

Publications per year

2017–2024

7

Publications

7

Systematic review of data-centric approaches in artificial intelligence and machine learning

Prerna Singh · Data Science and Management · 2023 · 89 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Feature Enhancement in Medical Ultrasound Videos Using Contrast-Limited Adaptive Histogram Equalization

Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke · Journal of Digital Imaging · 2019 · 84 citations · Full text

Medical Ultrasound, Image Analysis, Engineering +9

Synthetic models of ultrasound image formation for speckle noise simulation and analysis

Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke · 2017 · 16 citations

Biomedical Acoustics, Medical Ultrasound, Engineering +22

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

Moschoula Pternea, Prerna Singh, Abir Chakraborty et al. · Journal of Artificial Intelligence Research · 2024 · 15 citations · Full text

Texture Based Quality Analysis of Simulated Synthetic Ultrasound Images Using Local Binary Patterns

Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke · Journal of Imaging · 2017 · 12 citations · Full text

Medical Ultrasound, Engineering, Diagnostic Imaging +18

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