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Ashwini Kodipalli

indian institute of science (iisc) - bangalore

19H-index
215Paper Count
1.2KCitation Count
Published Papers 10
Publication Date
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Explainable AI-based feature importance analysis for ovarian cancer classification with ensemble methods
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2025-03-26
err0
errOAAI
errKodipalli, Ashwini; Devi, V. Susheela; Guruvare, Shyamala; Ismail, Taha
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Explainable AI for Interpretation of Ovarian Tumor Classification Using Enhanced ResNet50
errDIAGNOSTICS
IF3.3
err2024-07-19
err1
errOAAI
errGuha, Srirupa; Kodipalli, Ashwini; Fernandes, Steven L.; Dasar, Santosh
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An Empirical Evaluation of a Novel Ensemble Deep Neural Network Model and Explainable AI for Accurate Segmentation and Classification of Ovarian Tumors Using CT Images
errDIAGNOSTICS
IF3.3
err2024-03-04
err5
errOAAI
errKodipalli, Ashwini; Fernandes, Steven L.; Dasar, Santosh
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errSave
Semantic segmentation and classification of polycystic ovarian disease using attention UNet, Pyspark, and ensemble learning model
errEXPERT SYSTEMS
IF2.3
err2023-11-02
err0
errOAAI
errKodipalli, Ashwini; Devi, Susheela; Dasar, Santosh
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A novel variant of deep convolutional neural network for classification of ovarian tumors using CT images
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2023-08-01
err6
PREAI
errKodipalli, Ashwini; Devi, Susheela, V; Dasar, Santosh; Ismail, Taha
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errSave
Sensitivity analysis of physical and mental health factors affecting Polycystic ovary syndrome in women
errEXPERT SYSTEMS
IF2.3
err2023-07-26
err1
errOAAI
errGuha, Srirupa; Kodipalli, Ashwini
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errSave
Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks
errDIAGNOSTICS
IF3.3
err2023-07-05
err7
errOAAI
errKodipalli, Ashwini; Fernandes, Steven L. L.; Gururaj, Vaishnavi; Rameshbabu, Shriya Varada; Dasar, Santosh
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errSave
An inception-ResNet deep learning approach to classify tumours in the ovary as benign and malignant
errEXPERT SYSTEMS
IF2.3
err2022-12-16
err7
PREAI
errKodipalli, Ashwini; Guha, Srirupa; Dasar, Santosh; Ismail, Taha
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errSave
Segmentation and classification of ovarian cancer based on conditional adversarial image to image translation approach
errEXPERT SYSTEMS
IF2.3
err2022-11-22
err3
PREAI
errKodipalli, Ashwini; Devi, Susheela; Dasar, Santosh; Ismail, Taha
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errSave
Prediction of PCOS and Mental Health Using Fuzzy Inference and SVM
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2021-11-30
err15
errOAAI
errKodipalli, Ashwini; Devi, Susheela
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Steven Lawrence Fernandes
H-index: 37 · Papers: 139
S
Shyamala Guruvare
H-index: 14 · Papers: 84
V
V. Susheela Devi
H-index: 11 · Papers: 77
S
Santosh Dasar
H-index: 9 · Papers: 24
T
Taha Ismail
H-index: 6 · Papers: 11
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