Search Results - "Mahesh, T. R."

Mapping of soil suitability for medicinal plants using machine learning methods by Roopashree, S., Anitha, J., Challa, Suryateja, Mahesh, T. R., Venkatesan, Vinoth Kumar, Guluwadi, Suresh

“…Inadequate conservation of medicinal plants can affect their productivity. Traditional assessments and strategies are often time-consuming and linked with…”
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UsCoTc: Improved Collaborative Filtering (CFL) recommendation methodology using user confidence, time context with impact factors for performance enhancement by T R, Mahesh, Vinoth Kumar, V, Lim, Se-Jung

“…In today's society, time is considered more valuable than money, and researchers often have limited time to find relevant papers for their research…”
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Deep learning ensemble approach with explainable AI for lung and colon cancer classification using advanced hyperparameter tuning by Vanitha, K, R, Mahesh T, Sree, S Sathea, Guluwadi, Suresh

“…Lung and colon cancers are leading contributors to cancer-related fatalities globally, distinguished by unique histopathological traits discernible through…”
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Improved energy efficiency using adaptive ant colony distributed intelligent based clustering in wireless sensor networks by Sharada, K. A., Mahesh, T. R., chandrasekaran, Saravanan, Shashikumar, R., Kumar, V. Vinoth, Annand, Jonnakuti Rajkumar

“…Optimization algorithms have come a long way in the last several decades, with the goal of reducing energy consumption and minimizing interference with primary…”
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Secure malicious node detection in flying ad-hoc networks using enhanced AODV algorithm by Chandrasekar, V., Shanmugavalli, V., Mahesh, T. R., Shashikumar, R., Borah, Naiwrita, Kumar, V. Vinoth, Guluwadi, Suresh

“…In wireless networking, the security of flying ad hoc networks (FANETs) is a major issue, and the use of drones is growing every day. A distributed network is…”
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Optimizing double-layered convolutional neural networks for efficient lung cancer classification through hyperparameter optimization and advanced image pre-processing techniques by Musthafa, M Mohamed, Manimozhi, I, Mahesh, T R, Guluwadi, Suresh

“…Lung cancer remains a leading cause of cancer-related mortality globally, with prognosis significantly dependent on early-stage detection. Traditional…”
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Hybridized deep learning goniometry for improved precision in Ehlers-Danlos Syndrome (EDS) evaluation by Kudithi, Thirumalesu, Balajee, J, Sivakami, R, Mahesh, T R, Mohan, E, Guluwadi, Suresh

“…Generalized Joint Hyper-mobility (GJH) can aid in the diagnosis of Ehlers-Danlos Syndrome (EDS), a complex genetic connective tissue disorder with clinical…”
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Blended Ensemble Learning Prediction Model for Strengthening Diagnosis and Treatment of Chronic Diabetes Disease by Mahesh, T. R., Kumar, Dhilip, Vinoth Kumar, V., Asghar, Junaid, Mekcha Bazezew, Banchigize, Natarajan, Rajesh, Vivek, V.

“…Diabetes mellitus (DM), commonly known as diabetes, is a collection of metabolic illnesses characterized by persistently high blood sugar levels. The signs of…”
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Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50 by M, Mohamed Musthafa, T R, Mahesh, V, Vinoth Kumar, Guluwadi, Suresh

“…This study addresses the critical challenge of detecting brain tumors using MRI images, a pivotal task in medical diagnostics that demands high accuracy and…”
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Optimized polycystic ovarian disease prognosis and classification using AI based computational approaches on multi-modality data by Shanmugavadivel, Kogilavani, M S, Murali Dhar, T R, Mahesh, Al-Shehari, Taher, Alsadhan, Nasser A, Yimer, Temesgen Engida

“…Polycystic Ovarian Disease or Polycystic Ovary Syndrome (PCOS) is becoming increasingly communal among women, owing to poor lifestyle choices. According to the…”
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Enhanced skin cancer diagnosis using optimized CNN architecture and checkpoints for automated dermatological lesion classification by Musthafa, M Mohamed, T R, Mahesh, V, Vinoth Kumar, Guluwadi, Suresh

“…Skin cancer stands as one of the foremost challenges in oncology, with its early detection being crucial for successful treatment outcomes. Traditional…”
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Transformative Breast Cancer Diagnosis using CNNs with Optimized ReduceLROnPlateau and Early Stopping Enhancements by R, Mahesh T, Thakur, Arastu, Gupta, Muskan, Sinha, Deepak Kumar, Mishra, Kritika Kumari, Venkatesan, Vinoth Kumar, Guluwadi, Suresh

“…Breast cancer stands as a paramount public health concern worldwide, underscoring an imperative necessity within the research sphere for precision-driven and…”
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Advanced AI-driven approach for enhanced brain tumor detection from MRI images utilizing EfficientNetB2 with equalization and homomorphic filtering by Zubair Rahman, A M J, Gupta, Muskan, Aarathi, S, Mahesh, T R, Vinoth Kumar, V, Yogesh Kumaran, S, Guluwadi, Suresh

“…Brain tumors pose a significant medical challenge necessitating precise detection and diagnosis, especially in Magnetic resonance imaging(MRI). Current…”
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AdaBoost Ensemble Methods Using K-Fold Cross Validation for Survivability with the Early Detection of Heart Disease by Mahesh, T. R., Dhilip Kumar, V., Vinoth Kumar, V., Asghar, Junaid, Geman, Oana, Arulkumaran, G., Arun, N.

“…As a result of technology improvements, various features have been collected for heart disease diagnosis. Large data sets have several drawbacks, including…”
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Deep transfer learning with fuzzy ensemble approach for the early detection of breast cancer by Sannasi Chakravarthy, S R, Bharanidharan, N, Vinoth Kumar, V, Mahesh, T R, Alqahtani, Mohammed S, Guluwadi, Suresh

“…Breast Cancer is a significant global health challenge, particularly affecting women with higher mortality compared with other cancer types. Timely detection…”
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Enhancing image-based diagnosis of gastrointestinal tract diseases through deep learning with EfficientNet and advanced data augmentation techniques by Zubair Rahman, A. M. J. MD, Mythili, R, Chokkanathan, K, Mahesh, T. R, Vanitha, K, Yimer, Temesgen Engida

“…The early detection and diagnosis of gastrointestinal tract diseases, such as ulcerative colitis, polyps, and esophagitis, are crucial for timely treatment…”
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Explainable lung cancer classification with ensemble transfer learning of VGG16, Resnet50 and InceptionV3 using grad-cam by Kumaran S, Yogesh, Jeya, J Jospin, R, Mahesh T, Khan, Surbhi Bhatia, Alzahrani, Saeed, Alojail, Mohammed

“…Medical imaging stands as a critical component in diagnosing various diseases, where traditional methods often rely on manual interpretation and conventional…”
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Detection of Marchiafava Bignami disease using distinct deep learning techniques in medical diagnostics by Satheesh Kumar, J, Vinoth Kumar, V, Mahesh, T R, Alqahtani, Mohammed S, Prabhavathy, P, Manikandan, K, Guluwadi, Suresh

“…To detect the Marchiafava Bignami Disease (MBD) using a distinct deep learning technique. Advanced deep learning methods are becoming more crucial in…”
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Revolutionizing breast ultrasound diagnostics with EfficientNet-B7 and Explainable AI by Latha, M, Kumar, P Santhosh, Chandrika, R Roopa, Mahesh, T R, Kumar, V Vinoth, Guluwadi, Suresh

“…Breast cancer is a leading cause of mortality among women globally, necessitating precise classification of breast ultrasound images for early diagnosis and…”
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Adaptive Mish activation and ranger optimizer-based SEA-ResNet50 model with explainable AI for multiclass classification of COVID-19 chest X-ray images by Sannasi Chakravarthy, S R, Bharanidharan, N, Vinothini, C, Vinoth Kumar, Venkatesan, Mahesh, T R, Guluwadi, Suresh

“…A recent global health crisis, COVID-19 is a significant global health crisis that has profoundly affected lifestyles. The detection of such diseases from…”
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