Publications per year
Publications per year
Overview
Education/Academic qualification
Bio-Bioinformatics, Doctorate Degree
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Dive into the research topics where Sita Sirisha Madugula is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
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Analysis of biofilm assembly by large area automated AFM
Millan-Solsona, R., Brown, S. R., Zhang, L., Madugula, S. S., Zhao, H. H., Dumerer, B., Bible, A. N., Lavrik, N. V., Vasudevan, R. K., Biswas, A., Morrell-Falvey, J. L., Retterer, S., Checa, M. & Collins, L., Dec 2025, In: npj Biofilms and Microbiomes. 11, 1, 75.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Mic-hackathon 2024: hackathon on machine learning for electron and scanning probe microscopy
Pratiush, U., Houston, A., Barakati, K., Raghavan, A., Bulanadi, R., Yin, X., Welborn, S. S., Yoon, D., Harikrishnan, K. P., Baraissov, Z., Ma, D., Jakowski, M., Barhorst, S. P., Pattison, A. J., Manganaris, P., Madugula, S. S., Gayathri Ayyagari, S. V., Kennedy, V., Wang, M. & Pang, K. J. & 53 others, , Dec 30 2025, In: Machine Learning: Science and Technology. 6, 4, 040701.Research output: Contribution to journal › Article › peer-review
Open Access -
Structure-Based Classification of CRISPR/Cas9 Proteins: A Machine Learning Approach to Elucidating Cas9 Allostery
Madugula, S. S., Jayasinghe-Arachchige, V. M., Norgan Radler, C. R., Wang, S. & Liu, J., Jan 15 2026, In: Journal of Molecular Biology. 438, 2, 169538.Research output: Contribution to journal › Article › peer-review
Open Access -
Identification of Family-Specific Features in Cas9 and Cas12 Proteins: A Machine Learning Approach Using Complete Protein Feature Spectrum
Madugula, S. S., Pujar, P., Nammi, B., Wang, S., Jayasinghe-Arachchige, V. M., Pham, T., Mashburn, D., Artiles, M. & Liu, J., Jun 24 2024, In: Journal of Chemical Information and Modeling. 64, 12, p. 4897-4911 15 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Image Segmentation of Bacterial Biofilms to Study Pathogen-Surface Interactions
Madugula, S. S., Dumerer, B., Millan-Solsona, R., Marti, C. N., Collins, L., Vasudevan, R. K., Scott, R., Zhang, L., Cox, S. & Morrell-Falvey, J. L., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4939-4940 2 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review