My lab develops algorithms and algorithm-enabled imaging systems at scales from nanometers (x-ray microscopy) to meters (human computed tomography). Themes that span all scales and modalities include dose reduction, material identification, and orientation imaging.
University of Chicago
Chicago, IL
Ph.D. - Medical Physics
2000Cambridge University
Cambridge, UK
- Philosophy of physics
1995Harvard University
Cambridge, MA
A.B. - Physics
1994Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy.
Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy. Nat Commun. 2025 Jan 02; 16(1):313.
PMID: 39747824Photon Counting: Detectors and Applications.
Photon Counting: Detectors and Applications. J Med Imaging (Bellingham). 2024 Dec; 11(Suppl 1):S12801.
PMID: 39742118Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy.
Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy. bioRxiv. 2024 Jul 15.
PMID: 37986950Vascular Plugs Improve Pulmonary Arteriovenous Malformation Occlusion over Coil Embolization Alone: A Proof-of-Concept Study Using Dual-Energy CT.
Vascular Plugs Improve Pulmonary Arteriovenous Malformation Occlusion over Coil Embolization Alone: A Proof-of-Concept Study Using Dual-Energy CT. J Vasc Interv Radiol. 2024 Oct; 35(10):1492-1497.e5.
PMID: 38950821Simulation of Muon Tomography Projections to Image the Pyramids of Giza.
Simulation of Muon Tomography Projections to Image the Pyramids of Giza. ArXiv. 2024 Feb 27.
PMID: 38463510Phase diversity-based wavefront sensing for fluorescence microscopy.
Phase diversity-based wavefront sensing for fluorescence microscopy. bioRxiv. 2024 Jan 02.
PMID: 38168170Phase diversity-based wavefront sensing for fluorescence microscopy.
Phase diversity-based wavefront sensing for fluorescence microscopy. bioRxiv. 2023 Dec 22.
PMID: 38168170Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy.
Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy. bioRxiv. 2023 Oct 24.
PMID: 37986950Sinogram domain angular upsampling of sparse-view micro-CT with dense residual hierarchical transformer and attention-weighted loss.
Sinogram domain angular upsampling of sparse-view micro-CT with dense residual hierarchical transformer and attention-weighted loss. Comput Methods Programs Biomed. 2023 Dec; 242:107802.
PMID: 37738839Quantitative Geometric Modeling of Blood Cells from X-ray Histotomograms of Whole Zebrafish Larvae.
View All Publications
Quantitative Geometric Modeling of Blood Cells from X-ray Histotomograms of Whole Zebrafish Larvae. bioRxiv. 2023 May 24.
PMID: 37292910Distinguished investigator
Academy for Radiology and Biomedical Imaging Research
2018Fellow
Marine Biological Laboratory
2016Young Investigator Medical Imaging Scientist Award
IEEE
2005Lionel deJersey Harvard Scholarship to Cambridge University
Harvard University
1994