Geeta Rani

@jaipur.manipal.edu

Associate Professor
Manipal University Jaipur

Geeta Rani

RESEARCH, TEACHING, or OTHER INTERESTS

Multidisciplinary, Health Informatics, Health Information Management, Artificial Intelligence
86

Scopus Publications

2284

Scholar Citations

23

Scholar h-index

36

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • AI Based System for Mass Screening of Kidney Diseases Using Ultrasound Images
    G Rani, N Kundu, VS Dhaka, A Sharda
    2026 5th Asia Conference on Algorithms, Computing and Machine Learning … , 2026
    2026
  • Machine learning approach to gait analysis for Parkinson’s disease detection and severity classification
    R Mittal, N Agarwal, M Dubey, V Pathak, P Shukla, G Rani, E Vocaturo, ...
    Frontiers in Robotics and AI 12, 1623529 , 2025
    2025
    Citations: 1
  • Towards an Integrated AI Pipeline for Disease Diagnosis and Quality Assessment in Coffee Production
    G Rani, VS Dhaka, T Ruga, E Vocaturo, E Zumpano
    2025 IEEE International Conference on Big Data (BigData), 7596-7605 , 2025
    2025
    Citations: 1
  • Innovations in intelligent automation and evolving human-Robot Interaction
    G Rani
    International Conference on Computer Science and Communication Engineering … , 2025
    2025
  • 3D-Printed AI-Powered Robot With Secure Data Handling and Return to Home Capabilities
    R Mittal, D Khandelwal, KH Nemade, G Rani, VS Dhaka, V Pathak, ...
    IEEE Access 13, 189915-189925 , 2025
    2025
  • Tomato TransDeepLab: A Robust Framework for Tomato Leaf Segmentation, Disease Severity Prediction, and Crop Loss Estimation
    A Gangwar, G Rani, VS Dhaka
    IEEE Access , 2025
    2025
    Citations: 5
  • Integrating physiological signals for enhanced sleep apnea diagnosis with SleepNet
    P Hemrajani, VS Dhaka, G Rani, S Verma, Kavita, M Woźniak, J Shafi, ...
    Scientific Reports 15 (1), 31715 , 2025
    2025
    Citations: 8
  • NoRef-CLIP: Image Quality Assessment via Prompted Vision-Language Models
    N Rawat, G Rani
    2025 International Conference on Emerging Trends in Networks and Computer … , 2025
    2025
  • Adverse Drug Event Detection using NLP
    K Soni, G Rani, VS Dhaka, S Hans
    2025 International Conference on Emerging Trends in Networks and Computer … , 2025
    2025
  • Alzheimer Diagnosis and Cost Estimation Bot
    S Kumar, N Kundu, G Rani
    International Conference on Innovations in Computational Intelligence and … , 2025
    2025
  • SpyBot: A Lightweight Robot that Works on LiDAR SLAM
    V Patel, G Rani
    International Conference on Innovations in Computational Intelligence and … , 2025
    2025
  • Retrieval-Augmented Generation Approach for Media Search
    S Poply, A Chawla, V Vasudeva, G Rani
    International Conference on Innovations in Computational Intelligence and … , 2025
    2025
  • Optimizing Image Reconstruction Techniques with Artificial Bee Colony (ABC) Algorithm
    U Pandey, M Kumari, G Rani, A Khare, P Srivastava, M Bhardwaj
    International Conference on Innovations in Computational Intelligence and … , 2025
    2025
  • Neural Genome Sequence Encoding for Downy Mildew Pathogen Detection: A Spatial Pyramid and Dual-Attention Approach
    G Rani, A Misra, N Kundu, VS Dhaka, P Lather
    IEEE Access , 2025
    2025
    Citations: 3
  • Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection
    G Rani, A Kothekar, SG Philip, VS Dhaka, E Zumpano, E Vocaturo
    Frontiers in big Data 8, 1521653 , 2025
    2025
    Citations: 6
  • Innovations in Computational Intelligence and Computer Vision: Proceedings of ICICV 2024, Volume 1
    N Dey, T Perumal, JMRS Tavares, S Roy, D Sinwar
    Springer Verlag, Singapore , 2025
    2025
  • Exploring the Impact of Convolutional Neural Networks on Brain Tumor Detection Accuracy
    Sonam, A Kumar, G Rani, Archit
    International Conference on Emerging Technologies: Micro to Nano, 883-895 , 2024
    2024
  • Impact of Architectural Changes and Hyperparameters Finetuning on the Performance of Convolutional Neural Networks: Case Study Using Covid-19 Dataset
    U Pandey, N Kundu, G Rani, M Kumari
    International Conference on Emerging Technologies: Micro to Nano, 907-925 , 2024
    2024
  • Selecting a Base Deep Learning Model for Tomato Leaf Disease Classification
    A Gangwar, G Rani, VS Dhaka, S Khandelwal
    2024 International Conference on Emerging Trends in Networks and Computer … , 2024
    2024
    Citations: 1
  • A deep learning based system for automatic sorting and quality grading of citrus fruits
    N Kundu, G Rani, VS Dhaka
    2024 International Conference on Emerging Trends in Networks and Computer … , 2024
    2024
    Citations: 3

MOST CITED SCHOLAR PUBLICATIONS

  • A survey of deep convolutional neural networks applied for prediction of plant leaf diseases
    VS Dhaka, SV Meena, G Rani, D Sinwar, MF Ijaz, M Woźniak
    Sensors 21 (14), 4749 , 2021
    2021.0
    Citations: 493
  • IoT and interpretable machine learning based framework for disease prediction in pearl millet
    N Kundu, G Rani, VS Dhaka, K Gupta, SC Nayak, S Verma, MF Ijaz, ...
    Sensors 21 (16), 5386 , 2021
    2021.0
    Citations: 233
  • Disease detection, severity prediction, and crop loss estimation in MaizeCrop using deep learning
    N Kundu, G Rani, VS Dhaka, K Gupta, SC Nayaka, E Vocaturo, ...
    Artificial intelligence in agriculture 6, 276-291 , 2022
    2022.0
    Citations: 150
  • Deep learning for enhanced brain tumor detection and classification
    M Agarwal, G Rani, A Kumar, P Kumar, R Manikandan, AH Gandomi
    Results in Engineering 22, 102117 , 2024
    2024.0
    Citations: 144
  • AI-based yield prediction and smart irrigation
    D Sinwar, VS Dhaka, MK Sharma, G Rani
    Internet of Things and Analytics for Agriculture, Volume 2, 155-180 , 2019
    2019.0
    Citations: 128
  • Diabetes prediction using artificial neural network
    N Pradhan, G Rani, VS Dhaka, RC Poonia
    Deep learning techniques for biomedical and health informatics, 327-339 , 2020
    2020.0
    Citations: 124
  • Role of internet of things and deep learning techniques in plant disease detection and classification: A focused review
    VS Dhaka, N Kundu, G Rani, E Zumpano, E Vocaturo
    Sensors 23 (18), 7877 , 2023
    2023.0
    Citations: 76
  • Seeds classification and quality testing using deep learning and YOLO v5
    N Kundu, G Rani, VS Dhaka
    Proceedings of the international conference on data science, machine … , 2021
    2021.0
    Citations: 49
  • Applying deep learning-based multi-modal for detection of coronavirus
    G Rani, MG Oza, VS Dhaka, N Pradhan, S Verma, JJPC Rodrigues
    Multimedia Systems 28 (4), 1251-1262 , 2022
    2022.0
    Citations: 48
  • Efficient deep learning based hybrid model to detect obstructive sleep apnea
    P Hemrajani, VS Dhaka, G Rani, P Shukla, DP Bavirisetti
    Sensors 23 (10), 4692 , 2023
    2023.0
    Citations: 47
  • Comparative performance assessment of deep learning based image steganography techniques
    V Himthani, VS Dhaka, M Kaur, G Rani, M Oza, HN Lee
    Scientific Reports 12 (1), 16895 , 2022
    2022.0
    Citations: 46
  • A deep reinforcement learning technique for bug detection in video games
    G Rani, U Pandey, AA Wagde, VS Dhaka
    International Journal of Information Technology 15 (1), 355-367 , 2023
    2023.0
    Citations: 44
  • Spatial feature and resolution maximization GAN for bone suppression in chest radiographs
    G Rani, A Misra, VS Dhaka, E Zumpano, E Vocaturo
    Computer Methods and Programs in Biomedicine 224, 107024 , 2022
    2022.0
    Citations: 41
  • A comparative analysis of deep learning models applied for disease classification in bell pepper
    N Kundu, G Rani, VS Dhaka
    2020 sixth international conference on parallel, distributed and grid … , 2020
    2020.0
    Citations: 40
  • Role of artificial neural networks in predicting design and efficiency of dye sensitized solar cells
    N Tomar, G Rani, VS Dhaka, PK Surolia
    International Journal of Energy Research 46 (9), 11556-11573 , 2022
    2022.0
    Citations: 37
  • Optimized contrast enhancement for tumor detection
    VS Monika Agarwal, Geeta Rani
    International Journal of Imaging Systems and Technology , 0
    Citations: 37
  • Time and space efficient multi-model convolution vision transformer for tomato disease detection from leaf images with varied backgrounds
    A Gangwar, V Dhaka, G Rani, S Khandelwal, E Zumpano, E Vocaturo
    Computers, Materials, & Continua 79 (1), 117 , 2024
    2024.0
    Citations: 36
  • KUB-UNet: segmentation of organs of urinary system from a KUB X-ray image
    G Rani, P Thakkar, A Verma, V Mehta, R Chavan, VS Dhaka, RK Sharma, ...
    Computer Methods and Programs in Biomedicine 224, 107031 , 2022
    2022.0
    Citations: 36
  • A multi-modal bone suppression, lung segmentation, and classification approach for accurate COVID-19 detection using chest radiographs
    G Rani, A Misra, VS Dhaka, D Buddhi, RK Sharma, E Zumpano, ...
    Intelligent Systems with Applications 16, 200148 , 2022
    2022.0
    Citations: 35
  • Transforming view of medical images using deep learning
    N Pradhan, VS Dhaka, G Rani, H Chaudhary
    Neural Computing and Applications 32 (18), 15043-15054 , 2020
    2020.0
    Citations: 34