Ke Sheng

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Professor and Vice Chair of Medical Physics

University of California, San Francisco

United States

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About

Dr. Ke Sheng is a Professor and Vice Chair of Medical Physics at the University of California, San Francisco. His research areas include novel irradiation techniques, CT reconstruction, and deep learning applications in radiotherapy. Recent articles highlight advancements in small animal irradiation optimization, real-time imaging for pulmonary therapies, and improvements in dosimetry and segmentation methods using advanced computational techniques.

Recent Grants

Grant: Close

Precision breast radiotherapy with the soft robot and supine CT

Open Date: 2022-09-01

Close Date: 2026-05-31

Grant: Close

Development of A High Throughput Image-Guided IMRT System for Preclinical Research

Open Date: 2021-06-18

Close Date: 2026-05-31

Grant: Close

Development of an ultra-high dose rate rotational linac for FLASH Radiotherapy

Open Date: 2021-03-15

Close Date: 2026-02-28

Grant: Close

Development of Artificial Intelligence (AI) Tools to Understand and Duplicate Experts’ Radiation Therapy Planning for Prostate Cancer

Open Date: 2019-10-01

Close Date: 2020-09-01

Grant: Close

Robust IMPT with automated beam orientation and scanning spot optimization

Open Date: 2019-03-01

Close Date: 2024-02-29

Articles (19)

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Collaborators (4)

DI XU

University of California, San Francisco

UNITED STATES

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Ting Martin Ma

University of Washington

UNITED STATES

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Katelyn Hasse

Assistant Professor, Medical Physics

University of California, San Francisco

UNITED STATES

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François TROMPIER

Institut de radioprotection et de Sûreté Nucléaire

FRANCE

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Ke Sheng

Research Interests

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About

Recent Grants

Articles (19)

TomoGRAF: An X-ray physics-driven generative radiance field framework for extremely sparse view CT reconstruction

Real-time lung extraction from synthesized x-rays improves pulmonary image-guided radiotherapy

MUsculo-Skeleton-Aware (MUSA) deep learning for anatomically guided head-and-neck CT deformable registration

Novel 4π noncoplanar small animal irradiation with rectangular aperture based optimization

An ultra-high performance parallel (UHPP) framework for complex 4π radiotherapy planning

Anatomy-constrained synthesis for spleen segmentation improvement in unpaired mouse micro-CT scans with 3D CycleGAN

Quantification of Dosimetry Improvement With or Without Patient Surface Guidance

Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge

Deep match: A zero-shot framework for improved fiducial-free respiratory motion tracking

Commentary: minimum reporting standards should be expected for preclinical radiobiology irradiators and dosimetry in the published literature

A unified path seeking algorithm for IMRT and IMPT beam orientation optimization

Gell: A GPU-powered 3D hybrid simulator for large-scale multicellular system

An Efficient and Robust Method for Chest X-ray Rib Suppression That Improves Pulmonary Abnormality Diagnosis

Tomographic detection of photon pairs produced from high-energy X-rays for the monitoring of radiotherapy dosing

An efficient rectangular optimization method for sparse orthogonal collimator based small animal irradiation

Fixed Beamline Optimization for Intensity Modulated Carbon-Ion Therapy

A Prospective Phase II Study of Automated Non-Coplanar VMAT for Recurrent Head and Neck Cancer: Initial Report of Feasibility, Safety, and Patient-Reported Outcomes

Dosimetric impact of interfraction prostate and seminal vesicle volume changes and rotation: A post-hoc analysis of a phase III randomized trial of MRI-guided versus CT-guided stereotactic body radiotherapy

Feasibility of a Novel Sparse Orthogonal Collimator–Based Preclinical Total Marrow Irradiation for Enhanced Dosimetric Conformality

Collaborators (4)

DI XU

Ting Martin Ma

Katelyn Hasse

François TROMPIER

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