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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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