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NagaBabu Pachhala

Publications (4)

Early Detection of Pneumonia Using Deep Learning on Chest Radiographic Images

Jampala Manasa, Palanti Harika, Kanugula Venkata Dyuthisri, NagaBabu Pachhala & Koya Amrutha · Journal of Engineering Research and Reports · 2026

There are lots of diseases causing health issues for people, and among them, there is pneumonia which results in deaths of the patients. It is important to recognize symptoms since they cannot be prevented. Chest X-ray can be one of the tools for diagnosing the illness. At the sa...

Open access Research Article 10.9734/jerr/2026/v28i51885

Enhanced Malware Detection in Windows Applications Using Ensemble Learning Techniques

Sandhya Rani Addanki, Chintakrindi Jahnavi, Aaisani Amrutha & NagaBabu Pachhala · Journal of Engineering Research and Reports · 2025

In order to protect computer systems from attacks that compromise their functionality and security, malware detection is crucial. To protect computer systems from attacks that compromise their functionality and security, malware detection is crucial. The goal of malware detection...

Open access Research Article 10.9734/jerr/2025/v27i41458

Multiclass Retinal Image Classification for Diabetic Retinopathy Stages Using DenseNet

Mallampati Venkatesh, Doddi Nitish, Nallagatla Mohan Krishna, Peram Rajesh & NagaBabu Pachhala · Journal of Engineering Research and Reports · 2025

Aims: The purpose of this study is to create a deep learning-based method for automatic classification of Diabetic Retinopathy (DR) with the help of convolutional neural networks (CNNs) to facilitate early detection and enhance treatment outcomes. Study Design: Experimental study...

Open access Research Article 10.9734/jerr/2025/v27i41454

Early Detection: Machine Learning Techniques in Pancreatic Cancer Diagnosis

Mallipudi Devi Siva Sai, Palaparthi Prudhvi, Gollapudi M Naga Venkata Sai Gopi, Indla Ganeswara Naga Sai Ram, Mandadi Ram Sandeep & NagaBabu Pachhala · Journal of Engineering Research and Reports · 2024

Pancreatic cancer is a malignant tumor that poses a significant threat to patients' lives. Malignant growth is the abnormal development of cell tissue. Pancreatic illness is one of the most obvious causes of mortality across the world. Pancreatic malignant development begins in t...

Open access Research Article 10.9734/jerr/2024/v26i51144