Ministry of Education
Deepika Pantola
VIDWAN ID: 303641

Dr Deepika Pantola

Female Doctor of Philosophy
Assistant Professor | Computer Science Engineering and Technology
Bennett University, Greater Noida
Uttar Pradesh
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0003-4207-1280 Scopus 57198856962 ResearcherID GRX-7564-2022 Google Scholar fien_J8AAAAJ
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36 Publications
0 Projects
126 Scopus Citations
92 CrossRef
5 Years 1 Month Total Experience
Publications
36 Total
Articles
11
Books
1
Chapters
4
Proceedings
20
Activity

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Scopus Scopus
126 Citations
6 h-index
CrossRef CrossRef
92 Citations
5 h-index
Google Scholar Google Scholar

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Personal Details

Doctor of Philosophy
2022
N/A
Assistant Professor
Aug 2021 – Present
Bennett University, Greater Noida | Computer Science Engineering and Technology
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

LLMs Powered Storytelling Frameworks Using Text Generation and Image Generation Models

Conference Paper
Year: 2025. Pages: 13-17 .
Authors: Deepika Pantola; Madhuri Gupta; Arya Sunil; Anvi Kohli; Arushi Dadhich
DOI 10.1109/MoSICom67153.2025.11398200 Crossref Crossref: 1 Scopus Scopus: 1

Efficient Pathology Simulation in Chest X-Rays Using Conditional CycleGAN with ROI Guidance

Conference Paper
Year: 2026. Pages: 447-451 .
Authors: Shubhangi Sankhyadhar; Mohit Pandey; Madhuri Gupta; Deepika Pantola
DOI 10.1109/ICISESSC68634.2026.11542758

Automated Identification of Crop Diseases Using DL Frameworks

Conference Paper
Year: 2026. Volume: 2022 LNNS , Pages: 95-103 .
DOI 10.1007/978-3-032-28591-1_8

Advancing Fetal Health Prediction A Review of CTG-Based Classification, MRI, Segmentation, and Abnormality Detection

Book Chapter
Year: 2026. Pages: 23-43 .
Authors: Deepika Pantola; Madhuri Gupta; Vandna Sharma; Bhavika Mittal; Niyati Goyal
DOI 10.1201/9781003655121-2

Plant Disease Detection with Transfer Learning: Evaluating the Impact of Various Loss Functions and Explainable AI

Journal Article
Journal of Agricultural, Biological and Environmental Statistics. Year: 2025.
Authors: Preeti Raj Verma; Deepika Pantola; Navneet Pratap Singh
DOI 10.1007/s13253-025-00691-9 Crossref Crossref: 4 Scopus Scopus: 8

An Optimal Framework for Rice Leaf Disease Prediction Using Mixed Precision and Gradient-Weighted Class Activation Mapping

Conference Paper
Year: 2025. Volume: 1436 LNNS , Pages: 75-84 .
Authors: Preeti Raj Verma; Deepika Pantola; Navneet Pratap Singh
DOI 10.1007/978-981-96-7134-2_6

Optimized Deep Learning Model using Medical Imaging for CAD Applications

Open Access
Conference Paper
Procedia Computer Science. Year: 2025. Volume: 258 , Pages: 3910-3921 .
Authors: Deepanshi; Sameer Malik; Madhuri Gupta; Deepika Pantola
DOI 10.1016/j.procs.2025.04.643

Multimodal Summarization of News, Legal, and Audio Documents Using LLaMA 3.1 8B with RAG-Based Fine-Tuning

Conference Paper
Year: 2025. Pages: 18-23 .
Authors: Deepika Vatsa; Deepika Pantola; Devesh Mishra; Rishabh Dabas
DOI 10.1109/MoSICom67153.2025.11398302
Showing 1 to 8 of 36 publications