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Keerthana Prasad
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Journal Articles
- 2024
- [j24]V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini banerjee:
Data augmentation for Gram-stain images based on Vector Quantized Variational AutoEncoder. Neurocomputing 600: 128123 (2024) - [j23]Swathi Prabhu, Keerthana Prasad, Xuequan Lu, Antonio Robles-Kelly, Thuong N. Hoang:
Single-stage object detector with attention mechanism for squamous cell carcinoma feature detection using histopathological images. Multim. Tools Appl. 83(9): 27193-27215 (2024) - 2023
- [j22]Rajitha KV, Keerthana Prasad, Prakash Peralam Yegneswaran:
Segmentation and Classification Approaches of Clinically Relevant Curvilinear Structures: A Review. J. Medical Syst. 47(1): 40 (2023) - [j21]R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa:
Region-based feature enhancement using channel-wise attention for classification of breast histopathological images. Neural Comput. Appl. 35(8): 5839-5854 (2023) - 2022
- [j20]Swathi Prabhu, Keerthana Prasad, Antonio Robles-Kelly, Xuequan Lu:
AI-based carcinoma detection and classification using histopathological images: A systematic review. Comput. Biol. Medicine 142: 105209 (2022) - [j19]R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa:
Breast histopathological image analysis using image processing techniques for diagnostic puposes: A methodological review. J. Medical Syst. 46(1): 7 (2022) - [j18]K. T. Navya, Keerthana Prasad, Brij Mohan Kumar Singh:
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review. Medical Biol. Eng. Comput. 60(9): 2445-2462 (2022) - 2021
- [j17]R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa:
BCHisto-Net: Breast histopathological image classification by global and local feature aggregation. Artif. Intell. Medicine 121: 102191 (2021) - [j16]R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa:
Multi-channel Chan-Vese model for unsupervised segmentation of nuclei from breast histopathological images. Comput. Biol. Medicine 136: 104651 (2021) - 2020
- [j15]R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa, V. Shwetha:
A Comparative Evaluation of Texture Features for Semantic Segmentation of Breast Histopathological Images. IEEE Access 8: 64331-64346 (2020) - [j14]Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh, Ilanthodi Sandhya:
Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images. J. Digit. Imaging 33(2): 361-374 (2020) - [j13]Vidya Kudva, Keerthana Prasad, Shyamala Guruvare:
Hybrid Transfer Learning for Classification of Uterine Cervix Images for Cervical Cancer Screening. J. Digit. Imaging 33(3): 619-631 (2020) - 2019
- [j12]Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh:
Image Processing Approach for Detection of Leukocytes in Peripheral Blood Smears. J. Medical Syst. 43(5): 114:1-114:11 (2019) - [j11]Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh:
Development of a robust algorithm for detection of nuclei of white blood cells in peripheral blood smear images. Multim. Tools Appl. 78(13): 17879-17898 (2019) - [j10]Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere:
Role of normalization of breast thermogram images and automatic classification of breast cancer. Vis. Comput. 35(1): 57-70 (2019) - 2018
- [j9]Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere:
Texture analysis of breast thermograms using neighbourhood grey tone difference matrix. Int. J. Bioinform. Res. Appl. 14(1/2): 104-118 (2018) - [j8]Vidya Kudva, Keerthana Prasad, Shyamala Guruvare:
Andriod Device-Based Cervical Cancer Screening for Resource-Poor Settings. J. Digit. Imaging 31(5): 646-654 (2018) - [j7]Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh:
Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images. J. Medical Syst. 42(6): 110:1-110:8 (2018) - 2017
- [j6]Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere, Roshan Joy Martis:
Asymmetry analysis of breast thermograms using automated segmentation and texture features. Signal Image Video Process. 11(4): 745-752 (2017) - 2016
- [j5]Dayakshini Sathish, Surekha Kamath, K. V. Rajagopal, Keerthana Prasad:
Medical imaging techniques and computer aided diagnostic approaches for the detection of breast cancer with an emphasis on thermography - a review. Int. J. Medical Eng. Informatics 8(3): 275-299 (2016) - 2012
- [j4]Keerthana Prasad, Bhagath Kumar P., Marx Chakravarthy, Gopalakrishna Prabhu:
Applications of 'TissueQuant'- A color intensity quantification tool for medical research. Comput. Methods Programs Biomed. 106(1): 27-36 (2012) - [j3]Keerthana Prasad, Jan Winter, Udayakrishna M. Bhat, Raviraja V. Acharya, Gopalakrishna Prabhu:
Image Analysis Approach for Development of a Decision Support System for Detection of Malaria Parasites in Thin Blood Smear Images. J. Digit. Imaging 25(4): 542-549 (2012) - [j2]Keerthana Prasad, Gopalakrishna Prabhu:
Image Analysis Tools for Evaluation of Microscopic Views of Immunohistochemically Stained Specimen in Medical Research-a Review. J. Medical Syst. 36(4): 2621-2631 (2012) - 2011
- [j1]Keerthana Prasad, Gopalakrishna Prabhu:
Diag-AID: a diagnostic aid for medical image enhancement using colour coding and modified histogram equalisation techniques. Int. J. Medical Eng. Informatics 3(3): 223-233 (2011)
Conference and Workshop Papers
- 2023
- [c4]V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini banerjee:
YOLO Based Segmentation and CNN Based Classification Framework for Epithelial and Pus Cell Detection. ICACDS 2023: 466-477 - 2022
- [c3]Rajitha KV, Sowmya Bhat, Prakash PY, Raghavendra Rao, Keerthana Prasad:
Classification of Microscopic Images of Unstained Skin Samples Using Deep Learning Approach. ISBI 2022: 1-4 - 2020
- [c2]R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa:
Semantic Segmentation of Nuclei from Breast Histopathological Images by Incorporating Attention in U-Net. CVIP (1) 2020: 137-148 - 2018
- [c1]M. Nandan Prasad, Keerthana Prasad, K. T. Navya:
Color Transfer Method for Efficient Enhancement of Color Images and Its Application to Peripheral Blood Smear Analysis. RTIP2R (2) 2018: 134-142
Informal and Other Publications
- 2022
- [i1]Swathi Prabhu, Keerthana Prasad, Antonio Robles-Kelly, Xuequan Lu:
AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review. CoRR abs/2201.07231 (2022)
Coauthor Index
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