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Prerna Singh
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2020 – today
- 2024
- [j7]Moschoula Pternea, Prerna Singh, Abir Chakraborty, Yagna D. Oruganti, Mirco Milletarí, Sayli Bapat, Kebei Jiang:
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models. J. Artif. Intell. Res. 80: 1525-1573 (2024) - [c19]Prerna Singh, Lalan Kumar, Tapan Kumar Gandhi:
Exploring Network Topology-Based Methods to Differentiate Healthy and Alzheimer's Cohorts: An EEG-Based Study. EUSIPCO 2024: 1576-1580 - [c18]Prerna Singh, Ammar Hoori, Tao Hu, David L. Wilson:
Identification of high-risk phenotypes through unsupervised clustering of clinical and CT-calcium score imaging features. ISBI 2024: 1-5 - [i4]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 abs/2401.16190 (2024) - [i3]Moschoula Pternea, Prerna Singh, Abir Chakraborty, Yagna D. Oruganti, Mirco Milletarí, Sayli Bapat, Kebei Jiang:
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models. CoRR abs/2402.01874 (2024) - 2023
- [c17]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: 1-4 - [c16]Prerna Singh, Bhumika Minhas, Sejal, Pulkit Dwivedi:
A Semi-Supervised Quantitative Inference Model for Accurate Breast Cancer Detection. IC3I 2023: 604-609 - [c15]Prerna Singh, Priti Chakurkar:
Deep learning based Wireless Capsule Endoscopy for Small Intestinal Lesions Detection and personalized treatment pathways. ICCCNT 2023: 1-8 - [c14]Prerna Singh, Bhawna Jain, Kirti Sinha:
Evaluating Bert and GPT-2 Models for Personalised Linkedin Post Recommendation. ICCCNT 2023: 1-7 - [i2]Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi:
Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task. CoRR abs/2304.06315 (2023) - 2022
- [b1]Prerna Singh:
Development of Theory and Methodologies to Assess Adaptive Resilience in Infrastructure Systems. Georgia Institute of Technology, Atlanta, GA, USA, 2022 - 2021
- [j6]Prerna Singh, Priti Sehgal:
G.V Black dental caries classification and preparation technique using optimal CNN-LSTM classifier. Multim. Tools Appl. 80(4): 5255-5272 (2021) - 2020
- [j5]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
Feature Enhancement in Medical Ultrasound Videos Using Contrast-Limited Adaptive Histogram Equalization. J. Digit. Imaging 33(1): 273-285 (2020) - [j4]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): 3000-3014 (2020) - [c13]David Tamas Kutas, Aditya Nair, Prerna Singh, Emily Kan, Janet E. Burge, André van der Hoek:
Linecept: An Early Prototype of a Timeline-Based Design Coordination Tool. ICSE (Workshops) 2020: 129-132 - [c12]Vishnu Chandrashekhar, Prerna Singh, Mihir Paralkar, Ozan K. Tonguz:
Pulse ID: The Case for Robustness of ECG as a Biometric Identifier. MLSP 2020: 1-6
2010 – 2019
- 2019
- [j3]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: 74-91 (2019) - [j2]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): 441-459 (2019) - [c11]Prerna Singh, Priti Sehgal:
G.V Black Classification of Dental Caries Using CNN. ICACIE (1) 2019: 102-111 - [c10]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
Feature Enhancement in Medical Ultrasound Videos Using Multifractal and Contrast Adaptive Histogram Equalization Techniques. MIPR 2019: 240-245 - [c9]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: 1-8 - [i1]Jyoti Maggu, Prerna Singh, Angshul Majumdar:
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. CoRR abs/1912.06631 (2019) - 2018
- [j1]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
Texture Based Quality Analysis of Simulated Synthetic Ultrasound Images Using Local Binary Patterns. J. Imaging 4(1): 3 (2018) - [c8]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
A Comparative Analysis of Clustering Algorithms for Ultrasound Image Despeckling Applications. ICGSP 2018: 51-56 - [c7]Prerna Singh, Ramakrishnan Mukundan:
A Robust HER2 Neural Network Classification Algorithm Using Biomarker-Specific Feature Descriptors. MMSP 2018: 1-5 - [c6]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
Enhanced Steerable Pyramid Transformation for Medical Ultrasound Image Despeckling. MMSP 2018: 1-6 - 2017
- [c5]Prerna Singh, Varun Chandola, Chester H. Fox:
Automatic Extraction of Deep Phenotypes for Precision Medicine in Chronic Kidney Disease. DH 2017: 195-199 - [c4]Prerna Singh, Ramy Hussein, Angshul Majumdar, Rabab K. Ward:
Joint-sparse dictionary learning: Denoising multiple measurement vectors. GlobalSIP 2017: 1160-1164 - [c3]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
Quality analysis of synthetic ultrasound images using co-occurrence texture statistics. IVCNZ 2017: 1-6 - [c2]Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke:
Modelling, Speckle Simulation and Quality Evaluation of Synthetic Ultrasound Images. MIUA 2017: 74-85 - 2014
- [c1]Vikas Varshney, Rashmi Gupta, Prerna Singh:
Hybrid DWT-DCT based method for palm-print recognition. ISSPIT 2014: 7-12
Coauthor Index
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last updated on 2024-11-07 21:31 CET by the dblp team
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