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    Article

    Diabetes prediction using Shapley additive explanations and DSaaS over machine learning classifiers: a novel healthcare paradigm

    Technologies like cloud computing, Artificial Intelligence (AI), and Machine intelligence technologies must combine to accomplish computational intelligence. To deliberate the tasks promptly and effectively, t...

    Pratiyush Guleria, Parvathaneni Naga Srinivasu in Multimedia Tools and Applications (2024)

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    Open Access

    Statistical Analysis of Design Aspects of Various YOLO-Based Deep Learning Models for Object Detection

    Object detection is a critical and complex problem in computer vision, and deep neural networks have significantly enhanced their performance in the last decade. There are two primary types of object detectors...

    U. Sirisha, S. Phani Praveen in International Journal of Computational Int… (2023)

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    TFAD: TCP flooding attack detection in software-defined networking using proxy-based and machine learning-based mechanisms

    Software-defined networks (SDN) offer a centralized administration programming interface to govern the network infrastructure. It overtook conventional networks by creating a configurable link between the cont...

    K. Muthamil Sudar, P. Deepalakshmi, Ashish Singh in Cluster Computing (2023)

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    Open Access

    ResNet-32 and FastAI for diagnoses of ductal carcinoma from 2D tissue slides

    Carcinoma is a primary source of morbidity in women globally, with metastatic disease accounting for most deaths. Its early discovery and diagnosis may significantly increase the odds of survival. Breast cance...

    S. Phani Praveen, Parvathaneni Naga Srinivasu, Jana Shafi in Scientific Reports (2022)

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    Article

    Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors

    In recent years, enormous advancement has taken place in biomedical engineering, which has paved the way for robot-assisted surgery in various complex surgical procedures. In robotic surgery, the reinforcement...

    Parvathaneni Naga Srinivasu, Akash Kumar Bhoi in Journal of Real-Time Image Processing (2021)