Prerna Singh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Feature Descriptors

Ultrasound Images

Adaptive Histogram Equalization

Caenorhabditis Elegans

Top Venues

Publications

Moschoula Pternea, Prerna Singh, Abir Chakraborty, Yagna Oruganti, Mirco Milletarí, Sayli Bapat, Kebei Jiang
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models. CoRR (2024)
Tao Hu, Joshua Freeze, Prerna Singh, Justin Namuk Kim, Yingnan Song, Hao Wu, Juhwan Lee, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson, Ammar Hoori
AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score. CoRR (2024)
Prerna Singh, Priti Chakurkar
Deep learning based Wireless Capsule Endoscopy for Small Intestinal Lesions Detection and personalized treatment pathways. ICCCNT (2023)
Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi
Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task. EMBC (2023)
Prerna Singh, Bhawna Jain, Kirti Sinha
Evaluating Bert and GPT-2 Models for Personalised Linkedin Post Recommendation. ICCCNT (2023)
Prerna Singh, Bhumika Minhas, Sejal, Pulkit Dwivedi
A Semi-Supervised Quantitative Inference Model for Accurate Breast Cancer Detection. IC3I (2023)
Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi
Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task. CoRR (2023)
Prerna Singh, Priti Sehgal
G.V Black dental caries classification and preparation technique using optimal CNN-LSTM classifier. Multim. Tools Appl. 80 (4) (2021)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
Feature Enhancement in Medical Ultrasound Videos Using Contrast-Limited Adaptive Histogram Equalization. J. Digit. Imaging 33 (1) (2020)
David Tamas Kutas, Aditya Nair, Prerna Singh, Emily Kan, Janet Burge, André van der Hoek
Linecept: An Early Prototype of a Timeline-Based Design Coordination Tool. ICSE (Workshops) (2020)
Ambuj Mehrish, Prerna Singh, Puneet Jain, A. Venkata Subramanyam, Mohan S. Kankanhalli
Egocentric Analysis of Dash-Cam Videos for Vehicle Forensics. IEEE Trans. Circuits Syst. Video Technol. 30 (9) (2020)
Vishnu Chandrashekhar, Prerna Singh, Mihir Paralkar, Ozan K. Tonguz
Pulse ID: The Case for Robustness of ECG as a Biometric Identifier. MLSP (2020)
Prerna Singh, Priti Sehgal
G.V Black Classification of Dental Caries Using CNN. ICACIE (1) (2019)
Sangeeta Kumari, Prerna Singh, Ranjit Kumar Upadhyay
Virus dynamics of a distributed attack on a targeted network: Effect of firewall and optimal control. Commun. Nonlinear Sci. Numer. Simul. 73 (2019)
Prerna Singh, Virender Singh, Samrat Dutta, Swagat Kumar
Model & Feature Agnostic Eye-in-Hand Visual Servoing using Deep Reinforcement Learning with Prioritized Experience Replay. RO-MAN (2019)
Jyoti Maggu, Prerna Singh, Angshul Majumdar
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. CoRR (2019)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
Feature Enhancement in Medical Ultrasound Videos Using Multifractal and Contrast Adaptive Histogram Equalization Techniques. MIPR (2019)
Duc Thanh Anh Luong, Prerna Singh, Mahin Ramezani, Varun Chandola
longSil: an Evaluation Metric to Assess Quality of Clustering Longitudinal Clinical Data. J. Heal. Informatics Res. 3 (4) (2019)
Prerna Singh, Ramakrishnan Mukundan
A Robust HER2 Neural Network Classification Algorithm Using Biomarker-Specific Feature Descriptors. MMSP (2018)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
A Comparative Analysis of Clustering Algorithms for Ultrasound Image Despeckling Applications. ICGSP (2018)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
Texture Based Quality Analysis of Simulated Synthetic Ultrasound Images Using Local Binary Patterns. J. Imaging 4 (1) (2018)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
Enhanced Steerable Pyramid Transformation for Medical Ultrasound Image Despeckling. MMSP (2018)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
Quality analysis of synthetic ultrasound images using co-occurrence texture statistics. IVCNZ (2017)
Prerna Singh, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
Joint-sparse dictionary learning: Denoising multiple measurement vectors. GlobalSIP (2017)
Prerna Singh, Varun Chandola, Chester H. Fox
Automatic Extraction of Deep Phenotypes for Precision Medicine in Chronic Kidney Disease. DH (2017)
Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
Modelling, Speckle Simulation and Quality Evaluation of Synthetic Ultrasound Images. MIUA (2017)
Vikas Varshney, Rashmi Gupta, Prerna Singh
Hybrid DWT-DCT based method for palm-print recognition. ISSPIT (2014)