Pallavi Gupta

17 papers B 2Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced pneumonia prognosis via a hybrid deep learning ensemble: Dense Net, Efficient Net, and VGG16 integration.
Comput. Biol. Chem.
Vishwajeet, Pallavi Gupta, Ayushi Singh, Sarvendra Kumar Singh
2025 J jnl
Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models.
Int. J. Medical Informatics
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki, Maxim Topaz, Maryam Zolnoori
2025 J jnl
Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction.
CoRR
Yu-Wen Chen, William Ho, Sasha Vergez, Grace Flaherty, Pallavi Gupta, Zhihong Zhang, Maryam Zolnoori, Margaret V. McDonald, Maxim Topaz, Zoran Kostic, Julia Hirschberg
2025 J jnl
Interpretable Hybrid Deep Q-Learning Framework for IoT-Based Food Spoilage Prediction with Synthetic Data Generation and Hardware Validation.
CoRR
Isshaan Singh, Divyansh Chawla, Anshu Garg, Shivin Mangal, Pallavi Gupta, Khushi Agarwal, Nimrat Singh Khalsa, Nandan Patel
2025 — conf
Performance of LLMs in Citation Screening: A Comparison Across Datasets with Varied Inclusion Rates.
MedInfo
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Maxim Topaz, Maryam Zolnoori
2025 J jnl
Rapid review: Growing usage of Multimodal Large Language Models in healthcare.
J. Biomed. Informatics
Pallavi Gupta, Zhihong Zhang, Meijia Song, Martin Michalowski, Xiao Hu, Gregor Stiglic, Maxim Topaz
2023 J jnl
A semi-supervised approach to unobtrusively predict abnormality in breathing patterns using hydraulic bed sensor data in older adults aging in place.
J. Biomed. Informatics
Pallavi Gupta, Jamal Saied-Walker, Laurel Despins, David Heise, James Keller, Marjorie Skubic, Ruhan Yi, Grant J. Scott
2023 — conf
Cohort Discovery from Bed Sensor Data with Fuzzy Evidence Accumulation Clustering.
FUZZ
Trevor M. Bajkowski, Noah Marchal, Jamal Saied-Walker, Pallavi Gupta, James M. Keller, Marjorie Skubic, Grant J. Scott
2023 J jnl
Compressed sensing based fingerprint imaging system using a chaotic model-based deterministic sensing matrix.
Multim. Tools Appl.
Workneh Wolde Hailemariam, Pallavi Gupta
2023 B conf
GPU-accelerated PostgreSQL for Scalable Management and Processing of Irregular Time-Series Data using SPI.
IEEE Big Data
Jamal Saied-Walker, Pallavi Gupta, Ruhan Yi, Noah Marchal, Marjorie Skubic, Grant J. Scott
2022 Misc conf
A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place.
AMIA
Pallavi Gupta, Laurel Despins, David Heise, Jamal Saied-Walker, Ruhan Yi, Marjorie Skubic, Grant J. Scott
2022 B conf
Enabling Scalable Analytics of Physiological Sensor and Derived Feature Multi-Modal Time-Series with Big Data Management.
IEEE Big Data
Jamal Saied-Walker, Pallavi Gupta, Ruhan Yi, Noah Marchal, Marjorie Skubic, Grant J. Scott
2021 J jnl
Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort.
CoRR
Yukti Makhija, Samarth Bhatia, Shalendra Singh, Sneha Kumar Jayaswal, Prabhat Singh Malik, Pallavi Gupta, Shreyas N. Samaga, Shreya Johri, Sri Krishna Venigalla, Rabi Narayan Hota, Surinder Singh Bhatia, Ishaan Gupta
2021 — conf
Leveraging Unsupervised Machine Learning to Discover Patterns in Linguistic Health Summaries for Eldercare.
EMBC
Pallavi Gupta, Omar Ibrahim, Marjorie Skubic, Grant J. Scott
2010 J jnl
Neural network-based simulation for response identification of two-storey shear building subject to earthquake motion.
Neural Comput. Appl.
Snehashish Chakraverty, Pallavi Gupta, Sunita Sharma
2008 J jnl
Comparison of neural network configurations in the long-range forecast of southwest monsoon rainfall over India.
Neural Comput. Appl.
Snehashish Chakraverty, Pallavi Gupta
2007 J jnl
Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network
CoRR
Snehashish Chakraverty, Tshilidzi Marwala, Pallavi Gupta, Thando Tettey