Methun Kamruzzaman

According to our database, Methun Kamruzzaman authored at least 11 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Prediction of Hospital Associated Infections During Continuous Hospital Stays.

Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya

CoRR, August, 2025

2023

Detecting Sources of Healthcare Associated Infections.

Hankyu Jang, Andrew Fu, Jiaming Cui, Methun Kamruzzaman, B. Aditya Prakash, Anil Vullikanti, Bijaya Adhikari, Sriram V. Pemmaraju

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Hyppo-X: A Scalable Exploratory Framework for Analyzing Complex Phenomics Data.

Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy, Stefan Hey, Patrick S. Schnable

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Privacy-first health research with federated learning.

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

npj Digit. Medicine, 2021

Pheno-mapper: an interactive toolbox for the visual exploration of phenomics data.

Youjia Zhou, Methun Kamruzzaman, Patrick S. Schnable, Bala Krishnamoorthy, Ananth Kalyanaraman, Bei Wang

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2019

Interesting paths in the mapper complex.

Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy

J. Comput. Geom., 2019

A Visual Analytics Framework for Analysis of Patient Trajectories.

Kaniz Fatema Madhobi, Methun Kamruzzaman, Ananth Kalyanaraman, Eric Lofgren, Rebekah Moehring, Bala Krishnamoorthy

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018

Detecting Divergent Subpopulations in Phenomics Data using Interesting Flares.

Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

Interesting Paths in the Mapper.

Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy

CoRR, 2017

Toward A Scalable Exploratory Framework for Complex High-Dimensional Phenomics Data.

Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy, Patrick S. Schnable

CoRR, 2017

2016

Characterizing the Role of Environment on Phenotypic Traits using Topological Data Analysis.

Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016