Proyectos por año
Perfil personal
Biography
Dr. Indika Kahanda is an Assistant Professor in the School of Computing at University of North Florida, where he directs the BioMedInfo (bioinformatics, and biomedical informatics lab). Prior to that Dr. Kahanda worked as an Assistant Professor in the Gianforte School of Computing at Montana State University. He received his Ph.D. in Computer Science from Colorado State University in 2016 in the area of Bioinformatics, a Master of Science in Computer Engineering from Purdue University in 2010, and a Bachelor of Science in Computer Engineering from University of Peradeniya, Sri Lanka in 2007.
Dr. Kahanda's research interests lie in the areas of Bioinformatics, and Biomedical Informatics. He focuses on the application of machine learning and natural language processing techniques to solve problems involving large-scale biological, molecular, and biomedical data. In particular, he investigates approaches to (1) develop computational methods for functional genomics and (2) develop natural language processing and text mining tools for biomedical literature. Current projects include developing computational tools for Pangenomics, developing novel techniques for automated student misconception detection, and automated inconsistency detection in biomedical literature.
Documentos relacionados
Cuantificación de educación / académica
Computer Science, PhD, Colorado State University
Electrical and Computer Engineering, MS, Purdue University
Engineering, Computer Engineering, BS
Proyectos
- 2 Terminado
-
Metacognition and Misconceptions: Using Web-Based Writing Exercises in Gateway STEM Courses
Becker, J. P. (PI) & Kahanda, I. (CoPI)
10/1/21 → 9/30/24
Proyecto: Research project
-
Collaborative Research: Innovation: Pioneering New Approaches to Explore Pangenomic Space at Scale
Mumey, B. (PI) & Kahanda, I. (CoPI)
7/15/18 → 6/30/23
Proyecto: Research project
-
Automated Protein Function Prediction using an Ensemble of Deep Neural Networks
Ekanayake, D., Parackrama, W., Prabodha, K., Herath, D. & Kahanda, I., ago 8 2024, MERCon 2024 - Moratuwa Engineering Research Conference, 10th International Multidisciplinary Engineering Research Conference. p. 260-265 6 p. (Moratuwa Engineering Research Conference, MERCon).Producción científica: Literary contribution
-
MLHCBugs: A Framework to Reproduce Real Faults in Healthcare Machine Learning Applications
Jaganathan, G. S., Kazi, N., Kahanda, I. & Kanewala, U., may 27 2024, Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024. p. 445-447 3 p. (Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024).Producción científica: Literary contribution
-
Poster: Towards Understanding Root Causes of Real Failures in Healthcare Machine Learning Applications
Jaganathan, G. S., Kazi, N., Kahanda, I. & Kanewala, U., may 27 2024, Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024. p. 430-433 4 p. (Proceedings - 2024 IEEE Conference on Software Testing, Verification and Validation, ICST 2024).Producción científica: Literary contribution
-
Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3
Testagrose, C. T., Gupta, V., Erdal, B. S., White, R. D., Maxwell, R. W., Liu, X., Kahanda, I., Elfayoumy, S., Klostermeyer, W. & Demirer, M., sept 3 2023, ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. 25. (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).Producción científica: Literary contribution
Acceso abierto -
Enhancing Health Information Retrieval with Large Language Models: A Study on MedQuAD Dataset
Lamichhane, P. & Kahanda, I., 2023, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). p. 2147-2152 6 p. (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).Producción científica: Literary contribution
Conjuntos de datos
-
miRNAFinder-web-server: v1.0.0
Lokuge, S. (Creator), Jayasundara, S. (Creator), Ihalagedara, P. (Creator), Herath, D. (Creator) & Kahanda, I. (Creator), ZENODO, abr 26 2021
DOI: 10.5281/zenodo.4719605, https://zenodo.org/record/4719605
Dataset
-
miRNAFinder-dataset
Lokuge, S. (Creator), Jayasundara, S. (Creator), Ihalagedara, P. (Creator), Herath, D. (Creator) & Kahanda, I. (Creator), ZENODO, abr 26 2021
DOI: 10.5281/zenodo.4721396, https://zenodo.org/record/4721396
Dataset
-
Dataset for Automated Medical Transcription
Kazi, N. (Contributor), Kuntz, M. (Contributor), Kanewala, U. (Contributor), Kahanda, I. (Contributor) & Arzubi, E. (Contributor), ZENODO, nov 18 2020
DOI: 10.5281/zenodo.4279041, https://zenodo.org/record/4279041
Dataset
-
PPPredSS Code
Pourreza Shahri, M. (Contributor) & Kahanda, I. (Contributor), ZENODO, feb 27 2021
DOI: 10.5281/zenodo.5147499, https://zenodo.org/record/5147499
Dataset