Keerthana Prasad

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 24

Top Topics

Semantic Segmentation

Histopathological Images

Top Venues

J. Medical Syst.

J. Digit. Imaging

Multim. Tools Appl.

Comput. Biol. Medicine

Publications

V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini banerjee
Data augmentation for Gram-stain images based on Vector Quantized Variational AutoEncoder. Neurocomputing 600 (2024)
Swathi Prabhu, Keerthana Prasad, Xuequan Lu, Antonio Robels-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) (2024)
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) (2023)
Rajitha KV, Keerthana Prasad, Prakash Peralam Yegneswaran
Segmentation and Classification Approaches of Clinically Relevant Curvilinear Structures: A Review. J. Medical Syst. 47 (1) (2023)
V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini banerjee
YOLO Based Segmentation and CNN Based Classification Framework for Epithelial and Pus Cell Detection. ICACDS (2023)
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) (2022)
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 (2022)
Rajitha KV, Sowmya Bhat, Prakash PY, Raghavendra Rao, Keerthana Prasad
Classification of Microscopic Images of Unstained Skin Samples Using Deep Learning Approach. ISBI (2022)
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) (2022)
R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
BCHisto-Net: Breast histopathological image classification by global and local feature aggregation. Artif. Intell. Medicine 121 (2021)
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 (2021)
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) (2020)
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)
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 (2020)
Vidya Kudva, Keerthana Prasad, Shyamala Guruvare
Hybrid Transfer Learning for Classification of Uterine Cervix Images for Cervical Cancer Screening. J. Digit. Imaging 33 (3) (2020)
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) (2019)
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) (2019)
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) (2019)
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) (2018)
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)
Vidya Kudva, Keerthana Prasad, Shyamala Guruvare
Andriod Device-Based Cervical Cancer Screening for Resource-Poor Settings. J. Digit. Imaging 31 (5) (2018)
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) (2018)
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) (2017)
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) (2016)
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) (2012)
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) (2012)
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) (2012)
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) (2011)