Daniel Huff Email and Phone Number
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Medical Physics PhD with eight years' background in quantitative medical imaging. Experience with designing rigorous experiments to achieve publication or product goals. Excellent oral and written communication skills with experience writing for technical, clinical, and regulatory audiences. Passionate about writing readable and maintainable code to support reproducible science. Domain expert in molecular imaging (PET, SPECT, CT).Degrees: PhD Medical Physics, BS Physics and AstronomyFocuses: Quantitative Imaging, Imaging Biomarkers, Deep Learning, Machine Learning, Computer Vision, Image Segmentation, Detection, Feature Extraction, Clinical TrialsTools: Python (pytorch, SimpleITK, skimage, scikit-learn, pandas, pydicom), MATLAB, 3DSlicer, git, LinuxInterests: Survey Astronomy, PC Building, Backpacking, Gardening
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Clinical Research ScientistGe Healthcare May 2024 - PresentChicago, UsAs a member of the Research and Scientific Affairs team, I facilitate collaborations between GE HealthCare and academic investigators conducting research in targeted radioligand therapies using GE's PET, SPECT, or radiopharmacy products.I Interact directly with key opinion leaders to develop and execute research projects in alignment with GE HealthCare's strategic research needs.
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Research ScientistAiq Solutions Jun 2022 - Mar 2024Madison, Wisconsin, UsAIQ is an imaging biomarker company providing unique intelligence about heterogeneity of treatment response in patients with complex disease. Proposed, designed, and executed a multi-reader study comparing AIQ's technology to nuclear medicine physician performance. First-authored a publication describing our findings ten months after project was pitched. This publication supported AIQ's FDA 510(k) device submission.Led the drafting of the Research Strategy for a successful Phase II SBIR grant ($2MM) focused on developing software tools for guiding radioligand therapy.Overhauled a core production algorithm for matching regions of interest between two PET/CT or CT scans, improving accuracy by 30% and speed by 50%. Coordinated code hand-off from Science to Engineering team, and ensured code quality and test coverage.Succeeded in a remote work environment, regularly communicating with coworkers across the US, and in Australia, the UK, and China. -
Student AmbassadorWisconsin Alumni Research Foundation (Warf) May 2021 - May 2022Madison, Wi, UsConducted prior art searches for on-campus faculty inventors to assess patentability and licensing prospects of novel medical imaging technologies.Represented WARF at on-campus and virtual events related to technology transfer. -
Graduate Research AssistantUniversity Of Wisconsin-Madison Aug 2016 - May 2022Madison, Wi, UsDept of Medical PhysicsAdvisor: Robert JerajThesis title: Towards a Risk-Benefit Optimized Clinical Decision Support Framework in Immune-Checkpoint Inhibitor-Treated Metastatic MelanomaCollected, organized, and processed multiple PET/CT datasets totaling 1000+ patient images.Trained and evaluated CNNs for segmentation of 8 organs on CT achieving SotA performance. Developed methodology for immunotherapy toxicity monitoring on PET/CT resulting in a patent.Established DL computing infrastructure for 8-member research team (3 GPU-equipped workstations, ~$15k).Awarded NIH T32 Radiological Sciences Training Grant fellowship (12-mo/yr support, 2018-2022).Led successful grant application to NVIDIA GPU hardware grant ($2k). -
TutorBellevue Learning Center Jun 2015 - Jul 2016Bellevue, Washington, UsWorked with students from 6th to 12th grade in Algebra, Precalculus, AP Calculus, and AP PhysicsSupported individual student and groups of up to 5 in lessons ranging from 1 to 3 hours longPrepared students for standardized tests, assisted with students' classwork, developed personalized lesson plans, and designed subject curricula. -
Physics TutorUniversity Of Washington May 2014 - Jun 2016Seattle, Wa, UsProctored 80 minute long exam reviews for up to 30 advanced undergraduates 2-3 times a quarter in a lecture settingTutored all levels of undergraduate students in physics in one-on-oneand small group settings for five hours a night, two nights a week. -
Research AssistantUw Imaging Research Laboratory Jun 2015 - Aug 2015Design and generation of PET image simulations using SimSET, a package which uses Monte Carlo techniques to model the physical processes and instrumentation used in emission imaging.Analysis and visualization of PET scanner simulation data using Python's numPy and Matplotlib packages.
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Student ResearcherUw Medicine May 2013 - Aug 2014Seattle, Wa, UsPerformed and analyzed Monte Carlo simulations of proton beam experiments with TOPAS, a Monte Carlo toolkit built on Geant4.Designed and executed experiments on a research proton beam line including ion chamber readings and radiochromic film exposures.
Daniel Huff Skills
Daniel Huff Education Details
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University Of Wisconsin-MadisonMedical Physics -
University Of WashingtonPhysics
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University Of WashingtonAstronomy
Frequently Asked Questions about Daniel Huff
What company does Daniel Huff work for?
Daniel Huff works for Ge Healthcare
What is Daniel Huff's role at the current company?
Daniel Huff's current role is Clinical Research Scientist @ GE HealthCare | Molecular Imaging and Theranostics.
What is Daniel Huff's email address?
Daniel Huff's email address is dh****@****ton.edu
What schools did Daniel Huff attend?
Daniel Huff attended University Of Wisconsin-Madison, University Of Washington, University Of Washington.
What skills is Daniel Huff known for?
Daniel Huff has skills like Physics, Mathematics, Matlab, Image Analysis, Python, Programming, Research, Machine Learning, Microsoft Office, Data Analysis, Academic Tutoring, Medical Physics.
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