Prerna Singh - RankMe

38 papers B 1C 2Misc 1Journal 17Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Brain age group classification based on resting state functional connectivity metrics. Biomed. Signal Process. Control. Prerna Singh, Kuldeep Singh Yadav, Lalan Kumar, Tapan Kumar Gandhi
2026	J	`jnl`	Coevolution of host resistance and pathogen exploitation in a propagule-mediated infection model. PLoS Comput. Biol. Prerna Singh, Justin Sheen, Chadi M. Saad-Roy, Michael Z. Levy, C. Jessica E. Metcalf
2026	J	`jnl`	Multisensory integration task-based age group classification in early-mid adulthood. Medical Biol. Eng. Comput. Prerna Singh, Eva Ghanshani, Pooja Mahajan, Lalan Kumar, Tapan Kumar Gandhi
2026	J	`jnl`	Toward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verification. CoRR Vikash Singh, Debargha Ganguly, Haotian Yu, Chengwei Zhou, Prerna Singh, Brandon Lee, Vipin Chaudhary, Gourav Datta
2025	J	`jnl`	Med-KGMA: A novel AI-driven medical support system leveraging knowledge graphs and medical advisors. Comput. Biol. Medicine Sona Varshney, Bhawna Jain, Prerna Singh, Drishti Rani, Saumya Mehra
2025	J	`jnl`	Optimizing open-domain question answering with graph-based retrieval augmented generation. CoRR Joyce Cahoon, Prerna Singh, Nick Litombe, Jonathan Larson, Ha Trinh, Yiwen Zhu, Andreas Müller, Fotis Psallidas, Carlo Curino
2025	—	`conf`	Topological Image Analysis of Coronary Calcifications for Improved Cardiovascular Risk Prediction from Screening Non-Contrast CT. ISBI Prerna Singh, Ammar Hoori, Sadeer Al-Kindi, Sanjay Rajagopalan, David L. Wilson
2024	J	`jnl`	AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score. CoRR 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
2024	—	`conf`	Exploring Network Topology-Based Methods to Differentiate Healthy and Alzheimer's Cohorts: An EEG-Based Study. EUSIPCO Prerna Singh, Lalan Kumar, Tapan Kumar Gandhi
2024	—	`conf`	Identification of high-risk phenotypes through unsupervised clustering of clinical and CT-calcium score imaging features. ISBI Prerna Singh, Ammar Hoori, Tao Hu, David L. Wilson
2024	J	`jnl`	The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models. CoRR Moschoula Pternea, Prerna Singh, Abir Chakraborty, Yagna D. Oruganti, Mirco Milletarí, Sayli Bapat, Kebei Jiang
2024	J	`jnl`	The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models. J. Artif. Intell. Res. Moschoula Pternea, Prerna Singh, Abir Chakraborty, Yagna D. Oruganti, Mirco Milletarí, Sayli Bapat, Kebei Jiang
2023	—	`conf`	A Semi-Supervised Quantitative Inference Model for Accurate Breast Cancer Detection. IC3I Prerna Singh, Bhumika Minhas, Sejal, Pulkit Dwivedi
2023	—	`conf`	Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task. EMBC Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi
2023	J	`jnl`	Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task. CoRR Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi
2023	—	`conf`	Deep learning based Wireless Capsule Endoscopy for Small Intestinal Lesions Detection and personalized treatment pathways. ICCCNT Prerna Singh, Priti Chakurkar
2023	—	`conf`	Evaluating Bert and GPT-2 Models for Personalised Linkedin Post Recommendation. ICCCNT Prerna Singh, Bhawna Jain, Kirti Sinha
2022	—	`—`	Development of Theory and Methodologies to Assess Adaptive Resilience in Infrastructure Systems. Prerna Singh
2021	J	`jnl`	G.V Black dental caries classification and preparation technique using optimal CNN-LSTM classifier. Multim. Tools Appl. Prerna Singh, Priti Sehgal
2020	J	`jnl`	Egocentric Analysis of Dash-Cam Videos for Vehicle Forensics. IEEE Trans. Circuits Syst. Video Technol. Ambuj Mehrish, Prerna Singh, Puneet Jain, A. Venkata Subramanyam, Mohan S. Kankanhalli
2020	J	`jnl`	Feature Enhancement in Medical Ultrasound Videos Using Contrast-Limited Adaptive Histogram Equalization. J. Digit. Imaging Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2020	—	`conf`	Linecept: An Early Prototype of a Timeline-Based Design Coordination Tool. ICSE (Workshops) David Tamas Kutas, Aditya Nair, Prerna Singh, Emily Kan, Janet E. Burge, André van der Hoek
2020	—	`conf`	Pulse ID: The Case for Robustness of ECG as a Biometric Identifier. MLSP Vishnu Chandrashekhar, Prerna Singh, Mihir Paralkar, Ozan K. Tonguz
2019	—	`conf`	Feature Enhancement in Medical Ultrasound Videos Using Multifractal and Contrast Adaptive Histogram Equalization Techniques. MIPR Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2019	—	`conf`	G.V Black Classification of Dental Caries Using CNN. ICACIE (1) Prerna Singh, Priti Sehgal
2019	B	`conf`	Model & Feature Agnostic Eye-in-Hand Visual Servoing using Deep Reinforcement Learning with Prioritized Experience Replay. RO-MAN Prerna Singh, Virender Singh, Samrat Dutta, Swagat Kumar
2019	J	`jnl`	Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. CoRR Jyoti Maggu, Prerna Singh, Angshul Majumdar
2019	J	`jnl`	Virus dynamics of a distributed attack on a targeted network: Effect of firewall and optimal control. Commun. Nonlinear Sci. Numer. Simul. Sangeeta Kumari, Prerna Singh, Ranjit Kumar Upadhyay
2019	J	`jnl`	longSil: an Evaluation Metric to Assess Quality of Clustering Longitudinal Clinical Data. J. Heal. Informatics Res. Duc Thanh Anh Luong, Prerna Singh, Mahin Ramezani, Varun Chandola
2018	—	`conf`	A Comparative Analysis of Clustering Algorithms for Ultrasound Image Despeckling Applications. ICGSP Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2018	C	`conf`	A Robust HER2 Neural Network Classification Algorithm Using Biomarker-Specific Feature Descriptors. MMSP Prerna Singh, Ramakrishnan Mukundan
2018	C	`conf`	Enhanced Steerable Pyramid Transformation for Medical Ultrasound Image Despeckling. MMSP Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2018	J	`jnl`	Texture Based Quality Analysis of Simulated Synthetic Ultrasound Images Using Local Binary Patterns. J. Imaging Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2017	—	`conf`	Automatic Extraction of Deep Phenotypes for Precision Medicine in Chronic Kidney Disease. DH Prerna Singh, Varun Chandola, Chester H. Fox
2017	—	`conf`	Joint-sparse dictionary learning: Denoising multiple measurement vectors. GlobalSIP Prerna Singh, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
2017	—	`conf`	Modelling, Speckle Simulation and Quality Evaluation of Synthetic Ultrasound Images. MIUA Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2017	Misc	`conf`	Quality analysis of synthetic ultrasound images using co-occurrence texture statistics. IVCNZ Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke
2014	—	`conf`	Hybrid DWT-DCT based method for palm-print recognition. ISSPIT Vikas Varshney, Rashmi Gupta, Prerna Singh