7 citations · 16 across the 7 of their papers we have counts for
8 papers
Lightweight and Scalable Particle Tracking and Motion Clustering of 3D Cell Trajectories
Mojtaba S. Fazli, Rachel V. Stadler, BahaaEddin Alaila +4
Tracking cell particles in 3D microscopy videos is a challenging task but is of great significance for modeling the motion of cells. Proper characterization of the cell's shape, ev…
Towards a Decentralized, Autonomous Multiagent Framework for Mitigating Crop Loss
Roi Ceren, Shannon Quinn, Glen Raines
We propose a generalized decision-theoretic system for a heterogeneous team of autonomous agents who are tasked with online identification of phenotypically expressed stress in cro…
Generative Spatiotemporal Modeling Of Neutrophil Behavior
Narita Pandhe, Balazs Rada, Shannon Quinn
Cell motion and appearance have a strong correlation with cell cycle and disease progression. Many contemporary efforts in machine learning utilize spatio-temporal models to predic…
Stacked Neural Networks for end-to-end ciliary motion analysis
Charles Lu, M. Marx, M. Zahid +3
Cilia are hairlike structures protruding from nearly every cell in the body. Diseases known as ciliopathies, where cilia function is disrupted, can result in a wide spectrum of dis…
Unsupervised Discovery of Toxoplasma gondii Motility Phenotypes
Mojtaba S. Fazli, Stephen A. Vella, Silvia N. J. Moreno +1
Toxoplasma gondii is a parasitic protozoan that causes dis- seminated toxoplasmosis, a disease that afflicts roughly a third of the worlds population. Its virulence is predicated o…
Help Me Find a Job: A Graph-based Approach for Job Recommendation at Scale
Walid Shalaby, BahaaEddin AlAila, Mohammed Korayem +4
Online job boards are one of the central components of modern recruitment industry. With millions of candidates browsing through job postings everyday, the need for accurate, effec…
Computational Motility Tracking of Calcium Dynamics in Toxoplasma gondii
Mojtaba Sedigh Fazli, Stephen Andrew Vella, Silvia N. J. Moreno +1
Toxoplasma gondii is the causative agent responsible for toxoplasmosis and serves as one of the most common parasites in the world. For a successful lytic cycle, T. gondii must tra…
Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics
Milad Makkie, Xiang Li, Binbin Lin +4
The use of functional brain imaging for research and diagnosis has benefitted greatly from the recent advancements in neuroimaging technologies, as well as the explosive growth in…