All Stories

  1. UCapsNet: A Two-Stage Deep Learning Model Using U-Net and Capsule Network for Breast Cancer Segmentation and Classification in Ultrasound Imaging

    Article • Cancers, November 2024, MDPI AG

    Prof. Dr. Frank Werner, Dr Madhu Golla

  2. Evaluating the performance of a non-uniform squash function in Capsule networks for early diabetic retinopathy detection using fundus image analysis

    Article • Results in Engineering, September 2024, Elsevier

    Dr Madhu Golla

  3. Cloud service prioritization using a Multi-Criteria Decision-Making technique in a cloud computing environment

    Article • Ain Shams Engineering Journal, July 2024, Elsevier

    Dr Madhu Golla

  4. Prediction of Geopolymer Concrete Compressive Strength Using Convolutional Neural Networks

    Article • Computer Modeling in Engineering & Sciences, January 2024, Computers, Materials and Continua (Tech Science Press)

    Dr Madhu Golla

  5. Ensemble Learning Model for Gender Recognition Using the Human Voice

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Madhu Golla

  6. XCovNet: An optimized xception convolutional neural network for classification of COVID-19 from point-of-care lung ultrasound images

    Article • Multimedia Tools and Applications, September 2023, Springer Science + Business Media

    Dr Madhu Golla, Dr. Manoj Kumar

  7. Intelligent diagnostic model for malaria parasite detection and classification using imperative inception-based capsule neural networks

    Article • Scientific Reports, August 2023, Springer Science + Business Media

    Dr Madhu Golla

  8. NIPUNA: A Novel Optimizer Activation Function for Deep Neural Networks

    Article • Axioms, February 2023, MDPI AG

    Dr Madhu Golla

  9. Secured and Privacy-Preserving Multi-Authority Access Control System for Cloud-Based Healthcare Data Sharing

    Article • Sensors, February 2023, MDPI AG

    Dr Madhu Golla

  10. A real-life decision-making problem with Hendecagonal fuzzy numbers

    Article • Journal of Intelligent & Fuzzy Systems, November 2022, IOS Press

    Dr Madhu Golla, Deepak Sukheja , Dr. JAVAID AHMAD SHAH

  11. Emerging Computational Approaches in Telehealth and Telemedicine: A Look at The Post-COVID-19 Landscape

    Article • October 2022, Bentham Science Publishers

    Dr Madhu Golla

  12. A Simple Attention Block Embedded in Standard CNN for Image Classification

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Madhu Golla

  13. DSCN-net: a deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection

    Article • Multimedia Tools and Applications, April 2022, Springer Science + Business Media

    Dr Madhu Golla, Dr. Manoj Kumar

  14. New Decision-Making Technique Based on Hurwicz Criteria for Fuzzy Ranking

    Article • Computers Materials & Continua, January 2022, Computers, Materials and Continua (Tech Science Press)

    Deepak Sukheja , Dr Madhu Golla, Dr. JAVAID AHMAD SHAH

  15. Deep Stacked Ensemble Learning Model for COVID-19 Classification

    Article • Computers Materials & Continua, January 2022, Computers, Materials and Continua (Tech Science Press)

    Dr Madhu Golla

  16. Artificial Intelligence Based Diagnostic Model for the Detection of Malaria Parasites from Microscopic Blood Images

    Article • November 2021, Springer Science + Business Media

    Dr Madhu Golla

  17. Imperative Dynamic Routing Between Capsules Network for Malaria Classification

    Article • Computers Materials & Continua, January 2021, Computers, Materials and Continua (Tech Science Press)

    Dr Madhu Golla

  18. Capsule Networks for Malaria Parasite Classification: An Application Oriented Model

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Madhu Golla

  19. Computer Vision and Machine Learning Approach for Malaria Diagnosis in Thin Blood Smears from Microscopic Blood Images

    Article • January 2020, Springer Science + Business Media

    Dr Madhu Golla

  20. A Normalized Mean Algorithm for Imputation of Missing Data Values in Medical Databases

    Article • January 2020, Springer Science + Business Media

    Dr Madhu Golla

  21. A Novel Algorithm for Missing Data Imputation on Machine Learning

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Madhu Golla

  22. A Novel Algorithm for Segmentation of Parasites in Thin Blood Smears From Microscopy Using Type II Fuzzy Sets and Inverse Gaussian Gradient

    Article • International Journal of Computer Vision and Image Processing, July 2019, IGI Global

    Dr Madhu Golla

  23. A Novel Approach of K-SVD-Based Algorithm for Image Denoising

    Article • January 2019, IGI Global

    Dr Madhu Golla

  24. Gaussian Membership Function and Type II Fuzzy Sets Based Approach for Edge Enhancement of Malaria Parasites in Microscopic Blood Images

    Article • January 2019, Springer Science + Business Media

    Dr Madhu Golla

  25. An efficient approach for imputation and classification of medical data values using class-based clustering of medical records

    Article • Computers & Electrical Engineering, February 2018, Elsevier

    Dr Madhu Golla

  26. A New Paradigm for Development of Data Imputation Approach for Missing Value Estimation

    Article • International Journal of Electrical and Computer Engineering (IJECE), December 2016, Institute of Advanced Engineering and Science

    Dr Madhu Golla

  27. Improve the Classifier Accuracy for Continuous Attributes in Biomedical Datasets Using a New Discretization Method

    Article • Procedia Computer Science, January 2014, Elsevier

    Dr Madhu Golla

  28. A novel index measure imputation algorithm for missing data values: A machine learning approach

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Madhu Golla

  29. Intelligent Semantic Web Search Engines: A Brief Survey

    Article • International journal of Web & Semantic Technology, January 2011, Academy and Industry Research Collaboration Center (AIRCC)

    Dr Madhu Golla