Research output per year
Research output per year
Personal profile
Research interests
machine learning, health-sector sensing, data processing and analysis techniques, medical imaging, optimization theory, graph theory
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Electrical Engineering (minors in Biomedical Engineering), University of Minnesota Twin Cities
Sep 10 2012 → Aug 31 2017
Award Date: Aug 31 2017
MS, Electrical Engineering (minors in Biomedical Engineering), University of Minnesota Twin Cities
Award Date: Apr 30 2016
MS, Computer Engineering, University of Engineering and Technology, Taxila
Award Date: Sep 30 2010
BS, Mechanical Engineering, National University of Sciences and Technology Pakistan
Award Date: Oct 31 1999
Research Interest Keywords
- Brain Networks
- Diffusion-weighted imaging
- Machine Learning and Data Science
- Optimization theory
- Graph theory
- Differential geometry
- medical imaging
- Graph neural networks
Fingerprint
The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Biophysical modeling: Multicompartment biophysical models for brain tissue microstructure imaging
Farooq, H., Pisharady, P. K. & Lenglet, C., Jan 1 2024, Computational and Network Modeling of Neuroimaging Data. Elsevier, p. 159-208 50 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Exploring robust architectures for deep artificial neural networks
Waqas, A., Farooq, H., Bouaynaya, N. C. & Rasool, G., Dec 2022, In: Communications Engineering. 1, 1, 46.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Robustness of Brain Structural Networks Is Affected in Cognitively Impaired MS Patients
Farooq, H., Lenglet, C. & Nelson, F., Nov 19 2020, In: Frontiers in Neurology. 11, 606478.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Network curvature as a hallmark of brain structural connectivity
Farooq, H., Chen, Y., Georgiou, T. T., Tannenbaum, A. & Lenglet, C., Dec 1 2019, In: Nature communications. 10, 1, 4937.Research output: Contribution to journal › Article › peer-review
Open Access46 Scopus citations -
Brain parcellation and connectivity mapping using wasserstein geometry
Farooq, H., Chen, Y., Georgiou, T. & Lenglet, C., 2018, Computational Diffusion MRI - MICCAI Workshop, 2017. Kaden, E., Grussu, F., Ning, L., Tax, C. M. W. & Veraart, J. (eds.). Springer, p. 165-174 10 p. (Mathematics and Visualization).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution