Dr. Divya B S

• Machine Learning, Deep Learning, Medical Image Analysis, Computer Vision.

Book Chapter

• Keerthi Mangond, B. S. Divya, N. Siva Rama Lingham, Thompson Stephan (2023), Automation of COVID-19 Disease Diagnosis from Radiograph. In System Design for Epidemics Using Machine Learning and Deep Learning. Signals and Communication Technology. pp 37 – 47Springer, https://​doi​.org/​1​0​.​1​0​0​7/978 – 3-031 – 19752-9_3

Book

• Divya B S, Nanjundaswamy H R. (2015), ​“Image Processing” 2nd edition published by Sapna book house, Bangalore (www​.sap​naon​line​.com).

• I am a recipient of the Runner Award for a Research Publication at the International Conference on Pattern Recognition (ICPR 2016). The award was given out for a research paper ​“HEp-2 cell classification using artificial neural network approach” in the contest organized by ICPR 2016.
• Grant Sanctioning Agency: Science and Engineering Research Board - Promoting Opportunities for Women in Exploratory Research (SERB POWER), Govt of India.
  Sanctioned budget: Rs 20,00,000/-
  Duration: 12/12/2021 to 12/12/2024
  Title: To develop Computer-Aided Diagnosis and risk stratification of Odontogenic Keratocysts from histopathological images of incisional biopsies.
  PI: Dr. Divya B S, Co PI: Dr. Roopa S Rao, Dr. Kavitha Prasad.
• Grant Sanctioning Agency: Vision Group on Science and Technology, Govt of Karnataka
  
  Sanctioned budget: Rs 20,00,000/-
  Duration: 26/07/2024 to 26/07/2026
  Title: Development of a Computer Aided Diagnosis and Prognosis of common odontogenic jaw Lesions, on whole Slide Histopathology Images of Incisional biopsies - A Retrospective Cohort Study
  PI: Dr. Divya B S, Co PI: Dr. Roopa S Rao  

International Conference Papers

1. Divya BS, Subramaniam K, Nanjundaswamy HR (2016) ​“Hep-2 cell classification using Binary Decision Tree approach”, 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences(IECBES)., 4 – 8 Dec 2016. pp-507 – 512https ://doi.org/10.1109/ IECBE S.2016.78435 03.
2. Divya BS, Subramaniam K, M P Paulraj (2016) ​“EEG based hearing states detection using AR modeling techniques”, IEEE EMBS Conference on Biomedical Engineering and Sciences(IECBES)., 513 – 521 Dec 2016.
3. Divya BS, Subramaniam K, M P Paulraj (2016) ​“EEG based hearing states detection using AR modeling techniques”, IEEE EMBS Conference on Biomedical Engineering and Sciences(IECBES)., 513 – 521 Dec 2016.
4. Divya B S, Nanjundaswamy HR, N.J.R.Muniraj (2014) ​“Adaptive Segmentation and Cells Extraction Algorithm for the Analysis of HEp-2 ANA Images”, International conference on Recent Trands in Signal Processing,image Procesing and VLSI.
5. Nanjundaswamy H R, Divya B S.(2010) ​“Configurable VESA- VGA and DVI Test Pattern Generator” @ Design and Reuse IP SoC 2010 conference, Grenoble.

National Journal Papers

1. Divya B S, Nanjundaswamy HR, N.J.R.Muniraj (2014) ​“Adaptive Segmentation and Cells Extraction Algorithm for the Analysis Classification of HEp-2 ANA Images”, International conference on Recent Trands in Signal Processing,image Procesing and VLSI.

International Journal Papers

1. Samahit Mohanty, Divya BS, Roopa S Rao, Astekar M, Chandrashekar C, Radhakrishnan R, Sanjeevareddygari S, Kotrashetti V, Kumar P. Development of Automated Risk Stratification for Sporadic Odontogenic Keratocyst Whole Slide Images with an Attention-Based Image Sequence Analyzer. Diagnostics. 2023; 13(23):3539.  https://doi.org/10.3390/diagnostics13233539
2. Samahit Mohanty, Divya BS, Roopa S Rao, Astekar M, Chandrashekar C, Radhakrishnan R, Sanjeevareddygari S, Kotrashetti V, Kumar P. Building Automation Pipeline for Diagnostic Classification of Sporadic Odontogenic Keratocysts and Non-Keratocysts Using Whole-Slide Images. Diagnostics. 2023; 13(21):3384. https://doi.org/10.3390/diagnostics13213384
3. Divya B Shivanna, Stephan, T.; Al-Turjman, F.; Kolhar, M.; Alturjman, S. (2022) IoMT-Based Automated Diagnosis of Autoimmune Diseases Using MultiStage Classification Scheme for Sustainable Smart Cities. Sustainability, 14, 13891. https://​doi​.org/ 10.3390/su142113891
4. Rao, R.S.; Divya BS; Mahadevpur et al,(2022) ​“Ensemble Deep-Learning-Based Prognostic and Prediction for Recurrence of Sporadic Odontogenic Keratocysts on Hematoxylin and Eosin Stained Pathological Images of Incisional Biopsies”, Journal of Personalized Medicine, MDPI, 12(8), 1220.
5. Roopa S Roa, Divya BS, Kirthi MS.; Spoorthi Prakash, Sinchana,Surendra, Shankhar Patil,(2021), Deep Learning-Based Microscopic Diagnosis of Odontogenic Keratocysts and Non-Keratocysts in Haematoxylin and Eosin-Stained Incisional Biopsies. MDPI, Diagnostics, 11, 2184. https://​doi​.org/​1​0​.​3​3​9​0​/​d​i​a​g​n​o​s​t​i​c​s​1​1​1​22184.
6. B. S Divya, Kamalraj Subramaniam, and H. R. Nanjundaswamy, (2020)“Human Epithelial Type-2 Cell Image Classification Using an Artificial Neural Network with Hybrid Descriptors”, IETE Journal of Research, pp. 30 – 41, Vol 66, Issue 1, DOI:https://​doi​.org/​1​0​.​1​0​8​0​/​0​37720….
7. BS Divya, Kamalraj Subramaniam, HR Nanjundaswamy (2020) “A study on indirect immunofluorescence image classification methods for bioinformatics”, International Journal of Medical Engineering and Informatics, 12(6), Pages 553-567
8. B. S Divya, Kamalraj Subramaniam, and H. R. Nanjundaswamy, (2018) ​“Human epithelial type-2 cell categorization using hybrid descriptor with binary tree”, Journal of Ambient Intelligence and Humanized Computing, Springer Nature, pp. 1 – 8, Feb. DOI:10.1007/s12652-0180694 – 6.

• IEEE
• ISTE

• Dr. Divya B. S, Dr. Roopa Rao, Tushar Patil, Lichi Tensubam, “System and Method for Diagnosis and Risk Stratification of Odontogenic Keratocysts from Histopathological Images of Incisional Biopsies. Patent number: 202341059719 Filing Date: 05/09/2023
• Title: Automation of prognosis of recurring and non-recurring Odontogenic Keratocyst and risk stratification into binary system as low risk and high risk OKC’s Patent number: 202241004002 Filing Date: 20/01/2022
• Title: Automation of Odontogenic Keratocysts and Non- Keratocysts based on Incisional Biopsy. Patent number: 202041055633 Filing Date: 12/21/2020.