Keerthana Prasad

34 papers Journal 30Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated Cervical Cancer Detection through Visual Inspection with Acetic Acid in Resource-Poor Settings with Lightweight Deep Learning Models Deployed on an Android Device. CoRR Leander Melroy Maben, Keerthana Prasad, Shyamala Guruvare, Vidya Kudva, P. C. Siddalingaswamy
2025	J	`jnl`	MultiSCCHisto-Net-KD: A deep network for multi-organ explainable squamous cell carcinoma diagnosis with knowledge distillation. Comput. Biol. Medicine Swathi Prabhu, Keerthana Prasad, Thuong N. Hoang, Xuequan Lu
2025	J	`jnl`	Red blood cell segmentation and classification using hybrid image processing-squeezenet model. Multim. Tools Appl. K. T. Navya, Nihar Prakash, Keerthana Prasad, Brij Mohan Kumar Singh
2025	J	`jnl`	Segmentation of microscopic images of dermatophytes in clinical samples using ResNet and attention-based modifications of U-Net. Neural Comput. Appl. K. V. Rajitha, Anusha Krishnamoorthy, P. Y. Prakash, Sreejith Govindan, Raghavendra Rao, Keerthana Prasad
2025	J	`jnl`	Vision transformer based bacteria classification model for Gram-stained direct smear images. Multim. Tools Appl. V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini Banerjee
2024	J	`jnl`	Data augmentation for Gram-stain images based on Vector Quantized Variational AutoEncoder. Neurocomputing V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini Banerjee
2024	J	`jnl`	Single-stage object detector with attention mechanism for squamous cell carcinoma feature detection using histopathological images. Multim. Tools Appl. Swathi Prabhu, Keerthana Prasad, Xuequan Lu, Antonio Robles-Kelly, Thuong N. Hoang
2023	J	`jnl`	Region-based feature enhancement using channel-wise attention for classification of breast histopathological images. Neural Comput. Appl. R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
2023	J	`jnl`	Segmentation and Classification Approaches of Clinically Relevant Curvilinear Structures: A Review. J. Medical Syst. K. V. Rajitha, Keerthana Prasad, Prakash Peralam Yegneswaran
2023	—	`conf`	YOLO Based Segmentation and CNN Based Classification Framework for Epithelial and Pus Cell Detection. ICACDS V. Shwetha, Keerthana Prasad, Chiranjay Mukhopadhyay, Barnini Banerjee
2022	J	`jnl`	AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review. CoRR Swathi Prabhu, Keerthana Prasad, Antonio Robles-Kelly, Xuequan Lu
2022	J	`jnl`	AI-based carcinoma detection and classification using histopathological images: A systematic review. Comput. Biol. Medicine Swathi Prabhu, Keerthana Prasad, Antonio Robles-Kelly, Xuequan Lu
2022	J	`jnl`	Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review. Medical Biol. Eng. Comput. K. T. Navya, Keerthana Prasad, Brij Mohan Kumar Singh
2022	J	`jnl`	Breast histopathological image analysis using image processing techniques for diagnostic puposes: A methodological review. J. Medical Syst. R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
2022	—	`conf`	Classification of Microscopic Images of Unstained Skin Samples Using Deep Learning Approach. ISBI K. V. Rajitha, Sowmya Bhat, Prakash PY, Raghavendra Rao, Keerthana Prasad
2021	J	`jnl`	BCHisto-Net: Breast histopathological image classification by global and local feature aggregation. Artif. Intell. Medicine R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
2021	J	`jnl`	Multi-channel Chan-Vese model for unsupervised segmentation of nuclei from breast histopathological images. Comput. Biol. Medicine R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
2020	J	`jnl`	A Comparative Evaluation of Texture Features for Semantic Segmentation of Breast Histopathological Images. IEEE Access R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa, V. Shwetha
2020	J	`jnl`	Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images. J. Digit. Imaging Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh, Ilanthodi Sandhya
2020	J	`jnl`	Hybrid Transfer Learning for Classification of Uterine Cervix Images for Cervical Cancer Screening. J. Digit. Imaging Vidya Kudva, Keerthana Prasad, Shyamala Guruvare
2020	—	`conf`	Semantic Segmentation of Nuclei from Breast Histopathological Images by Incorporating Attention in U-Net. CVIP (1) R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa
2019	J	`jnl`	Development of a robust algorithm for detection of nuclei of white blood cells in peripheral blood smear images. Multim. Tools Appl. Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh
2019	J	`jnl`	Image Processing Approach for Detection of Leukocytes in Peripheral Blood Smears. J. Medical Syst. Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh
2019	J	`jnl`	Role of normalization of breast thermogram images and automatic classification of breast cancer. Vis. Comput. Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere
2018	J	`jnl`	Andriod Device-Based Cervical Cancer Screening for Resource-Poor Settings. J. Digit. Imaging Vidya Kudva, Keerthana Prasad, Shyamala Guruvare
2018	—	`conf`	Color Transfer Method for Efficient Enhancement of Color Images and Its Application to Peripheral Blood Smear Analysis. RTIP2R (2) M. Nandan Prasad, Keerthana Prasad, K. T. Navya
2018	J	`jnl`	Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images. J. Medical Syst. Roopa B. Hegde, Keerthana Prasad, Harishchandra Hebbar, Brij Mohan Kumar Singh
2018	J	`jnl`	Texture analysis of breast thermograms using neighbourhood grey tone difference matrix. Int. J. Bioinform. Res. Appl. Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere
2017	J	`jnl`	Asymmetry analysis of breast thermograms using automated segmentation and texture features. Signal Image Video Process. Dayakshini Sathish, Surekha Kamath, Keerthana Prasad, Rajagopal Kadavigere, Roshan Joy Martis
2016	J	`jnl`	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 Dayakshini Sathish, Surekha Kamath, K. V. Rajagopal, Keerthana Prasad
2012	J	`jnl`	Applications of 'TissueQuant'- A color intensity quantification tool for medical research. Comput. Methods Programs Biomed. Keerthana Prasad, Bhagath Kumar P., Marx Chakravarthy, Gopalakrishna Prabhu
2012	J	`jnl`	Image Analysis Approach for Development of a Decision Support System for Detection of Malaria Parasites in Thin Blood Smear Images. J. Digit. Imaging Keerthana Prasad, Jan Winter, Udayakrishna M. Bhat, Raviraja V. Acharya, Gopalakrishna Prabhu
2012	J	`jnl`	Image Analysis Tools for Evaluation of Microscopic Views of Immunohistochemically Stained Specimen in Medical Research-a Review. J. Medical Syst. Keerthana Prasad, Gopalakrishna Prabhu
2011	J	`jnl`	Diag-AID: a diagnostic aid for medical image enhancement using colour coding and modified histogram equalisation techniques. Int. J. Medical Eng. Informatics Keerthana Prasad, Gopalakrishna Prabhu