Positions

Selected Publications

Academic Article

Year Title Altmetric
2019 A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learningScientific Reports.  9. 2019
2019 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecturePhysics in Medicine and Biology.  64. 2019
2019 Modeling Elekta VersaHD using the Varian Eclipse treatment planning system for photon beams: A single-institution experienceJournal of Applied Clinical Medical Physics.  20:33-42. 2019
2019 Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging Utilizing Deep LearningFrontiers in Oncology.  9. 2019
2018 Acceleration and Quantitation of Localized Correlated Spectroscopy using Deep Learning: A Pilot Simulation Study 2018
2018 Accurate real time localization tracking in a clinical environment using Bluetooth Low Energy and deep learning.PLoS ONE.  13:e0205392. 2018
2017 Covariance J-resolved spectroscopy: Theory and application in vivoNMR in Biomedicine.  30:e3732-e3732. 2017
2017 Dose prediction with U-net: a feasibility study for predicting dose distributions from contours using deep learning on prostate IMRT patients 2017
2017 Echo-planar J-resolved spectroscopic imaging using dual read-outs: implementation and quantitation of human brain metabolitesScientific Reports.  7:1-11. 2017
2017 Non-uniformly weighted sampling for faster localized two-dimensional correlated spectroscopy of the brain in vivoJournal of Magnetic Resonance.  277:104-112. 2017
2017 Prior-knowledge fitting of accelerated five-dimensional echo planar J-resolved spectroscopic imaging: effect of nonlinear reconstruction on quantitationScientific Reports.  7:1-12. 2017
2016 Pilot assessment of brain metabolism in perinatally HIV-Infected youths using accelerated 5D echo planar J-Resolved spectroscopic imagingPLoS ONE.  11. 2016
2016 3D spatially encoded and accelerated TE-averaged echo planar spectroscopic imaging in healthy human brainNMR in Biomedicine.  29:329-339. 2016
2016 Accelerated five-dimensional echo planar J-resolved spectroscopic imaging: Implementation and pilot validation in human brainMagnetic Resonance in Medicine.  75:42-51. 2016
2016 Prior Knowledge Fitting (ProFit) of Non-uniformly Sampled 5D Echo Planar Spectroscopic Imaging Data: Effect of Acceleration on Concentrations and Cramer Rao Lower Bounds 2016
2015 Accelerated echo planar J-resolved spectroscopic imaging in prostate cancer: a pilot validation of non-linear reconstruction using total variation and maximum entropyNMR in Biomedicine.  28:1366-1373. 2015
2015 Correlated spectroscopic imaging of calf muscle in three spatial dimensions using group sparse reconstruction of undersampled single and multichannel dataMagnetic Resonance in Medicine.  74:1199-1208. 2015
2015 Evaluation of anxiety-like behaviour in a rat model of acute postoperative pain 2015

Education And Training

  • Doctor of Philosophy in Biological and Biomedical Sciences, University of California Los Angeles 2017
  • University of Texas Southwestern Medical Center Radiation Oncology, Residency 2020
  • Full Name

  • Zohaib Iqbal