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Shantala G. Giraddi

Observed names: Giraddi, Shantala, Shanata Giraddi, Shantala GIRADDI, Shantala Giraddi, Shantala Girraddi
ORCID: 0000-0003-3929-3819
Observed ORCID: 0000-0003-3929-3819
OpenAlex ID: A5102788113
Classification and Grading of Okra-ladies finger using Deep Learning
2020 · Meenaxi M Raikar, Meena S M, et al. · Procedia Computer Science · 81
Back-Propagation Neural Network Versus Logistic Regression in Heart Disease Classification
2018 · Shrinivas D. Desai, Shantala Giraddi, et al. · Advances in intelligent systems and computing · 65
Fungal Disease Detection in Maize Leaves Using Haar Wavelet Features
2018 · Anupama S. Deshapande, Shantala G. Giraddi, et al. · Smart innovation, systems and technologies · 44
Breast Cancer Detection Using GAN for Limited Labeled Dataset
2020 · Shrinivas D Desai, Shantala Giraddi, et al. · International Conference on Computational Intelligence and Communication Networks (CICN) · 41
Flower Classification using Deep Learning models
2020 · Shantala Giraddi, Shivanand Seeri, et al. · International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE) · 35
Disease Prediction Using Data Mining and Machine Learning Techniques
2021 · Suvarna G. Kanakaraddi, Karuna C. Gull, et al. · Lecture notes on data engineering and communications technologies · 26
Segmentation and Classification of Lung Cancer using Deep Learning Techniques
2024 · Suvarna G Kanakaraddi, Vidya S Handur, et al. · Procedia Computer Science · 24
Deep Learning for Agricultural Plant Disease Detection
2020 · Shantala Giraddi, Shrinivas Desai, et al. · Lecture notes in electrical engineering · 19
Role of GLCM Features in Identifying Abnormalities in the Retinal Images
2015 · Shantala Giraddi, Jagadeesh Pujari, et al. · International Journal of Image Graphics and Signal Processing · 15
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Deep hyperparameter transfer learning for diabetic retinopathy classification
2021 · Mahesh S PATIL, Satyadhyan CHICKERUR, et al. · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 14
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Identifying Abnormalities in the Retinal Images using SVM Classifiers
2015 · Shantala Giraddi, Jagadeesh Pujari, et al. · International Journal of Computer Applications · 14
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Detection of Brain Tumor using Image Classification
2017 · Shanata Giraddi, S V Vaishnavi · International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC) · 13
A novel approach for Kannada text extraction
2012 · Shivanand V. Seeri, Shantala Giraddi, et al. · International Conference on Pattern Recognition, Informatics and Mobile Engineering (PRIME) · 13
Brain Tumor Classification and Segmentation Using Deep Learning
2021 · Manohar Madgi, Shantala Giraddi, et al. · Smart innovation, systems and technologies · 11
Optic disc detection using geometric properties and GVF snake
2017 · Shantala Giraddi, Jagadeesh Pujari, et al. · International Conference on Intelligent Systems and Information Management (ICISIM) · 10
Text Sentiment Analysis based on Multichannel Convolutional Neural Networks and Syntactic Structure
2023 · Debabrata Maity, Suvarna Kanakaraddi, et al. · Procedia Computer Science · 9
Abnormality detection in retinal images using Haar wavelet and First order features
2016 · Shantala Giraddi, Savita Gadwal, et al. · International Conference on Applied and Theoretical Computing and Communication Technology · 9
Lightweight Convolution Neural Network for Diabetic Retinopathy Grading
2022 · Shantala Giraddi, Satyadhyan Chickerur, et al. · IEEE Mysore Sub Section International Conference (MysuruCon) · 7
Machine Learning Approach to Intrusion Detection: Performance Evaluation
2024 · Vishal Giraddi, Shantala Giraddi, et al. · Procedia Computer Science · 5
An Explainable AI-Based Skin Disease Detection
2022 · Gayatri Shrinivas Ballari, Shantala Giraddi, et al. · Lecture notes in networks and systems · 5
Glaucoma Diagnosis: Handcrafted Features Versus Deep Learning
2022 · Shantala Giraddi, Swathi Mugdha, et al. · Lecture notes on data engineering and communications technologies · 5
Pipeline Parallelism in Distributed Deep Learning for Diabetic Retinopathy Classification
2022 · Shashank Anand Patil, Mahesh S Patil, et al. · Procedia Computer Science · 5
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Cycle-Consistent Generative Adversarial Network Based Approach for Denoising CT Scan Images
2025 · Vidya Kuraning, Shantala Giraddi, et al. · Procedia Computer Science · 4
Disease Prediction Model Using Deep Transfer Learning
2024 · Anjana Jalnnavar, Suvarna G. Kanakareddi, et al. · Lecture notes in networks and systems · 4
Assessment of Lung Cancer Histology Using Efficient Net
2023 · Vishal Giraddi, Shantala Giraddi, et al. · Lecture notes on data engineering and communications technologies · 4
Works count: 48
Citation count: 500
H-index: 13
I10-index: 15
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