Research                                          

My primary research interests are Artificial Intelligent, Computer Vision, and Computational Biology. We are currently working on several projects. 

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Current Publication:

2019

-Genetic Algorithm for Optimizing Global Alignment of Protein-Protein Interaction Network. QB Baker, MK Al-Bataineh. 2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).  (pdf)-Performance Evaluation of "Dynamic Double Trickle Timer Algorithm" in RPL for Internet of Things (IoT) MB Yassein, I Hmeidi, H Shehadeh, WB Yaseen, E Masa'deh, W Mardini, ...4th International Conference on Internet of Things, Big Data and Security …-Accelerating white blood cells image segmentation using GPUs. QB Baker, MA Alsmirat, K Balhaf, MA Shehab.Concurrency and Computation: Practice and Experience.2019

2018

-Automated Detection of Benign and Malignant in Breast Histopathology Images. QB Baker, TA Zaitoun, S Banat, E Eaydat, M Alsmirat. AICCSA'2018-Cloud-Based Tools for Next-Generation Sequencing Data Analysis/ QB Baker, W Al-Rashdan, Y Jararweh.IOTSMS 2018-Improving Passive 3D Model Reconstruction using Image Enhancement. SA Alasal, M Alsmirat, QB Baker, Y Jararweh. 6th International Conference on Multimedia Computing and Systems (ICMCS’18)-Fast Exact Sequence Alignment Using Parallel Computing. RA Al-Hussien, QB Baker, M Al-Ayyoub9th International Conference on Information and Communication Systems (ICICS). 2018

2017

-A computational study of VEGF production by patterned retinal epithelial cell colonies as a model for neovascular macular degeneration.QB Baker, GJ Podgorski, E Vargis, NS Flann. Journal of biological engineering 11 (1), 26
-Exploiting GPUs to accelerate white blood cells segmentation in microscopic blood imagesQB Baker, K Balhaf 2017 8th International Conference on Information and Communication Systems 2017

2015

-Bridging the multiscale gap: Identifying cellular parameters from multicellular data. QB Baker, GJ Podgorski, CD Johnson, E Vargis, NS Flann. 2015 IEEE Conference on Computational Intelligence in Bioinformatics and …-Computational modeling to study disease development: applications to breast cancer and an in vitro model of macular degenerationBB Qanita. https://digitalcommons.usu.edu/etd/4409/ Developing in Silico Model to Study The Effect of Retinal Pigment Epithelial Cell Patch SizeQ Bani Baker, GJ Podgorski, NNF Vargis, Elizabeth

2014

-A 3D agent-based model of the transition from ductal carcinoma in situ to invasion. Qanita Bani Baker, Nicholas S. Flann, Sunjo Kwon, Gregory J. Podgorski .Institute of Biological Engineering 2014 Annual Conference. 2014Agent-based model for breast tissue culture development in vitro-Qanita Bani Baker, Nicholas S. Flann, Sunjo Kwon, Gregory J. Podgorski Institute of Biological Engineering 2014 Annual Conference. 2014-Study of Stroma and Tumor Growth Interaction in Ductal Carcinoma in Situ Progress: A 3D Agent-Based Modeling ApproachQ Bani Baker.2014

2013

An Agent-based Model of Ductal Carcinoma in situ (DCIS) and its Validation in a Tissue-engineered Model of DCISQanita BaniBaker, Soonjoo Kwon, Ahmadreza Ghaffarizadeh, Gregory J ...Institute of Biological Engineering 2013 Annual Conference.2013