A5068943376- COVID-19 diagnosis using AI
- COVID-19 Clinical Research Studies
- COVID-19 epidemiological studies
- Spectroscopy and Chemometric Analyses
- Blind Source Separation Techniques
- Mineral Processing and Grinding
- Sparse and Compressive Sensing Techniques
- Mining Techniques and Economics
- SARS-CoV-2 detection and testing
- COVID-19 and healthcare impacts
- Extraction and Separation Processes
- Spectroscopy Techniques in Biomedical and Chemical Research
- Minerals Flotation and Separation Techniques
- Fault Detection and Control Systems
Massachusetts Institute of Technology
2020-2022
OCP Group (Morocco)
2022
The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management a daily basis. Policy makers have imposed social distancing measures to slow the disease, at steep economic price. We design analytical tools support these combat pandemic. Specifically, we propose comprehensive data-driven approach understand clinical characteristics of COVID-19, predict its mortality, forecast...
The coronavirus pandemic, which appeared in Wuhan, China, December 2019, rapidly spread all over the world only a few weeks. Faster testing techniques requiring less resources are key managing either to enable larger scale or even just provide developing countries with limited resources, particularly Africa, means perform tests manage crisis. Here, we report an unprecedented, rapid, reagent-free and easy-to-use screening spectroscopic method for detection of SARS-CoV-2 on RNA extracts. This...
Humanity relies on cultivated lands to feed itself and thrive. Fertilizers are responsible for 30%–50% of food production, phosphate, the naturally occurring form phosphorus, which does not have a substitute, is an essential component fertilizers. OCP, based in Morocco, world’s largest phosphate mining processing company therefore plays critical role global security. Over past decade, collaboration with Dynamic Ideas, analytics consulting company, developed mixed-integer optimization model...
The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management a daily basis. Policy makers have imposed social distancing measures to slow the disease, at steep economic price. We design analytical tools support these combat pandemic. Specifically, we propose comprehensive data-driven approach understand clinical characteristics of COVID-19, predict its mortality, forecast...
The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management a daily basis. Policy makers have imposed social distancing measures to slow the disease, at steep economic price. We design analytical tools support these combat pandemic. Specifically, we propose comprehensive data-driven approach understand clinical characteristics of COVID-19, predict its mortality, forecast...
We consider the problem of maximizing variance explained from a data matrix using orthogonal sparse principal components that have support fixed cardinality. While most existing methods focus on building (PCs) iteratively through deflation, we propose GeoSPCA, novel algorithm to build all PCs at once while satisfying orthogonality constraints which brings substantial benefits over deflation. This approach is based left eigenvalues covariance helps circumvent non-convexity by approximating...
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Sample collection 300 µL Saliva Swab or NP SwabA sample of saliva swab Naso-pharyngeal is collected using only with a synthetic tip.Swab immediately inserted into sterile tubes containing 1ml viral transport media VERSION 1 5m
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