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Methun Kamruzzaman
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2020 – today
- 2023
- [c5]Hankyu Jang, Andrew Fu, Jiaming Cui, Methun Kamruzzaman, B. Aditya Prakash, Anil Vullikanti, Bijaya Adhikari, Sriram V. Pemmaraju:
Detecting Sources of Healthcare Associated Infections. AAAI 2023: 4347-4355 - 2021
- [j3]Adam Sadilek, Luyang Liu, Dung Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader, Alex Ingerman, Stefan Mellem, Peter Kairouz, Elaine O. Nsoesie, Jamie Macfarlane, Anil Vullikanti, Madhav V. Marathe, Paul Eastham, John S. Brownstein, Blaise Agüera y Arcas, Michael D. Howell, John Hernandez:
Privacy-first health research with federated learning. npj Digit. Medicine 4 (2021) - [j2]Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy, Stefan Hey, Patrick S. Schnable:
Hyppo-X: A Scalable Exploratory Framework for Analyzing Complex Phenomics Data. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1535-1548 (2021) - [c4]Youjia Zhou, Methun Kamruzzaman, Patrick S. Schnable, Bala Krishnamoorthy, Ananth Kalyanaraman, Bei Wang:
Pheno-mapper: an interactive toolbox for the visual exploration of phenomics data. BCB 2021: 20:1-20:10 - [i3]Youjia Zhou, Methun Kamruzzaman, Patrick S. Schnable, Bala Krishnamoorthy, Ananth Kalyanaraman, Bei Wang:
Pheno-Mapper: An Interactive Toolbox for the Visual Exploration of Phenomics Data. CoRR abs/2106.13397 (2021)
2010 – 2019
- 2019
- [j1]Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy:
Interesting paths in the mapper complex. J. Comput. Geom. 10(1): 500-531 (2019) - [c3]Kaniz Fatema Madhobi, Methun Kamruzzaman, Ananth Kalyanaraman, Eric Lofgren, Rebekah Moehring, Bala Krishnamoorthy:
A Visual Analytics Framework for Analysis of Patient Trajectories. BCB 2019: 15-24 - 2018
- [c2]Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy:
Detecting Divergent Subpopulations in Phenomics Data using Interesting Flares. BCB 2018: 155-164 - 2017
- [i2]Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy, Patrick S. Schnable:
Toward A Scalable Exploratory Framework for Complex High-Dimensional Phenomics Data. CoRR abs/1707.04362 (2017) - [i1]Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy:
Interesting Paths in the Mapper. CoRR abs/1712.10197 (2017) - 2016
- [c1]Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy:
Characterizing the Role of Environment on Phenotypic Traits using Topological Data Analysis. BCB 2016: 487-488
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