Methun Kamruzzaman

14 papers A* 2Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Prediction of Hospital Associated Infections During Continuous Hospital Stays.
AAAI
Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya
2025 J jnl
Predicting the critical micelle concentration of binary surfactant mixtures using machine learning.
J. Cheminformatics
Aditya Choudhary, Saaketh Desai, Methun Kamruzzaman, Alexander Landera, Koushik Ghosh, Kunal Poorey
2025 J jnl
Prediction of Hospital Associated Infections During Continuous Hospital Stays.
CoRR
Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya
2023 A* conf
Detecting Sources of Healthcare Associated Infections.
AAAI
Hankyu Jang, Andrew Fu, Jiaming Cui, Methun Kamruzzaman, B. Aditya Prakash, Anil Vullikanti, Bijaya Adhikari, Sriram V. Pemmaraju
2021 J jnl
Hyppo-X: A Scalable Exploratory Framework for Analyzing Complex Phenomics Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy, Stefan Hey, Patrick S. Schnable
2021 J jnl
Pheno-Mapper: An Interactive Toolbox for the Visual Exploration of Phenomics Data.
CoRR
Youjia Zhou, Methun Kamruzzaman, Patrick S. Schnable, Bala Krishnamoorthy, Ananth Kalyanaraman, Bei Wang
2021 — conf
Pheno-mapper: an interactive toolbox for the visual exploration of phenomics data.
BCB
Youjia Zhou, Methun Kamruzzaman, Patrick S. Schnable, Bala Krishnamoorthy, Ananth Kalyanaraman, Bei Wang
2021 J jnl
Privacy-first health research with federated learning.
npj Digit. Medicine
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
2019 — conf
A Visual Analytics Framework for Analysis of Patient Trajectories.
BCB
Kaniz Fatema Madhobi, Methun Kamruzzaman, Ananth Kalyanaraman, Eric Lofgren, Rebekah Moehring, Bala Krishnamoorthy
2019 J jnl
Interesting paths in the mapper complex.
J. Comput. Geom.
Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy
2018 — conf
Detecting Divergent Subpopulations in Phenomics Data using Interesting Flares.
BCB
Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy
2017 J jnl
Interesting Paths in the Mapper.
CoRR
Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy
2017 J jnl
Toward A Scalable Exploratory Framework for Complex High-Dimensional Phenomics Data.
CoRR
Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy, Patrick S. Schnable
2016 — conf
Characterizing the Role of Environment on Phenotypic Traits using Topological Data Analysis.
BCB
Methun Kamruzzaman, Ananth Kalyanaraman, Bala Krishnamoorthy