Suresh Guluwadi

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 14

Top Topics

Lesion Segmentation

Tumor Detection

Multiclass Classification

Top Venues

BMC Medical Imaging

BMC Medical Informatics Decis. Mak.

Int. J. Comput. Intell. Syst.

Publications

Thirumalesu Kudithi, J. Balajee, R. Sivakami, T. R. Mahesh, E. Mohan, Suresh Guluwadi
Hybridized deep learning goniometry for improved precision in Ehlers-Danlos Syndrome (EDS) evaluation. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
A. M. J. Zubair Rahman, Muskan Gupta, S. Aarathi, T. R. Mahesh, Vinoth Kumar Venkatesan, S. Yogesh Kumaran, Suresh Guluwadi
Advanced AI-driven approach for enhanced brain tumor detection from MRI images utilizing EfficientNetB2 with equalization and homomorphic filtering. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Mohamed Musthafa M, Mahesh Thylore Ramakrishna, Vinoth Kumar Venkatesan, Suresh Guluwadi
Enhanced skin cancer diagnosis using optimized CNN architecture and checkpoints for automated dermatological lesion classification. BMC Medical Imaging 24 (1) (2024)
Mohamed Musthafa M, I. Manimozhi, T. R. Mahesh, Suresh Guluwadi
Optimizing double-layered convolutional neural networks for efficient lung cancer classification through hyperparameter optimization and advanced image pre-processing techniques. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
S. R. Sannasi Chakravarthy, N. Bharanidharan, V. Vinoth Kumar, T. R. Mahesh, Mohammed S. Alqahtani, Suresh Guluwadi
Deep transfer learning with fuzzy ensemble approach for the early detection of breast cancer. BMC Medical Imaging 24 (1) (2024)
K. Vanitha, T. R. Mahesh, S. Sathea Sree, Suresh Guluwadi
Deep learning ensemble approach with explainable AI for lung and colon cancer classification using advanced hyperparameter tuning. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Mohamed Musthafa M, T. R. Mahesh, Vinoth Kumar Venkatesan, Suresh Guluwadi
Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50. BMC Medical Imaging 24 (1) (2024)
Mahesh Thylore Ramakrishna, Saravanan Chandrasekaran, V. Ashwin Ram, Vinoth Kumar Venkatesan, V. Vivek, Suresh Guluwadi
Data-Driven Intelligent Condition Adaptation of Feature Extraction for Bearing Fault Detection Using Deep Responsible Active Learning. IEEE Access 12 (2024)
J. Satheesh Kumar, V. Vinoth Kumar, T. R. Mahesh, Mohammed S. Alqahtani, P. Prabhavathy, K. Manikandan, Suresh Guluwadi
Detection of Marchiafava Bignami disease using distinct deep learning techniques in medical diagnostics. BMC Medical Imaging 24 (1) (2024)
S. R. Sannasi Chakravarthy, N. Bharanidharan, C. Vinothini, Vinoth Kumar Venkatesan, T. R. Mahesh, Suresh Guluwadi
Adaptive Mish activation and ranger optimizer-based SEA-ResNet50 model with explainable AI for multiclass classification of COVID-19 chest X-ray images. BMC Medical Imaging 24 (1) (2024)
T. R. Mahesh, Arastu Thakur, Muskan Gupta, Deepak Kumar Sinha, Kritika Kumari Mishra, Vinoth Kumar Venkatesan, Suresh Guluwadi
Transformative Breast Cancer Diagnosis using CNNs with Optimized ReduceLROnPlateau and Early Stopping Enhancements. Int. J. Comput. Intell. Syst. 17 (1) (2024)
B. Naveen Kumar, T. R. Mahesh, G. Geetha, Suresh Guluwadi
Redefining Retinal Lesion Segmentation: A Quantum Leap With DL-UNet Enhanced Auto Encoder-Decoder for Fundus Image Analysis. IEEE Access 11 (2023)
S Sivaprakash, U. V. Anbazhagu, Iyappan Perumal, V. Vinoth Kumar, T. R. Mahesh, Suresh Guluwadi
Analysis and Attack Detection in GSM Mobile Network With an Intelligent Jammer Using ANFIS Classifier. IEEE Access 11 (2023)
N. Bharanidharan, S. R. Sannasi Chakravarthy, Harikumar Rajaguru, Vinoth Kumar V., T. R. Mahesh, Suresh Guluwadi
Multiclass Paddy Disease Detection Using Filter-Based Feature Transformation Technique. IEEE Access 11 (2023)