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Ye Zhang

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Scientist (tenured)

Paul Scherrer Institut

Switzerland

Research Interests

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Professors in Switzerland Professors in Medical Imaging Medical Imaging professors in Switzerland

Recent Grants

Grant: Open

UPright radiotherapy: Learning, Innovation, Fellowship and Training

Open Date: 2024-10-01

Close Date: 2028-09-01

Grant: Open

incrEased Precision for personalIzed Cancer treatment delivery utilizing 4D Adapted Proton Therapy (EPIC-4DAPT)

Open Date: 2023-06-01

Close Date: 2027-06-01

Grant: Close

Towards the clinical implementation of Online Daily Adaptive Proton Therapy / Auf dem Weg zur klinischen Integrationg der täglichen adaptiven Online-Protonentherapie

Open Date: 2023-03-01

Close Date: 2026-02-01

Grant: Close

MR-based synthetic CT generation for adaptive proton treatment using deep learning

Open Date: 2021-09-01

Close Date: 2024-12-01

Grant: Close

Towards online MRI guided scanned proton therapy

Open Date: 2019-03-01

Close Date: 2023-09-01

Articles (20)

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Collaborators (18)

Tony Lomax

Head of Medical Physics

Paul Scherrer Institut

SWITZERLAND

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Gabriela Foltyńska

Institute of Nuclear Physics

POLAND

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James Korte

Senior Research Fellow

Peter MacCallum Cancer Institute

AUSTRALIA

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Damien Charles Weber

SWITZERLAND

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Xia Li

Associate Professor

Shanghai Jiao Tong University

CHINA

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Alisha Duetschler

SWITZERLAND

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Tomas Kron

University of Wollongong

AUSTRALIA

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Giovanni Fattori

Scientist

Paul Scherrer Institut

SWITZERLAND

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Philippe C. Cattin

Department Head

University of Basel

SWITZERLAND

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Christian Graeff

Professor for Radiation Technology

TU Darmstadt

GERMANY

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Nicholas Hardcastle

Medical Physicist

University of Melbourne

AUSTRALIA

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Sairos Safai

Head of Dosimetry and Imaging Group

Paul Scherrer Institut

SWITZERLAND

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Chelsea Sargeant

The University of Manchester

UNITED KINGDOM

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Dawid Krzempek

Physicist, Head of Dosimetry and Quality Assurance Group

Institute of Nuclear Physics Polish Academy of Sciences

POLAND

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Joachim M. Buhmann

Professor of Computer Science (Information Science & Engineering)

ETH Zurich

SWITZERLAND

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Martina Murr

University of Tübingen

GERMANY

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Satoshi Kasai

Professor

Fujita Health University

JAPAN

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Damian Borys

Assistant Professor

Silesian University of Technology

POLAND

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Ye Zhang

Research Interests

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Recent Grants

Articles (20)

Magnet-free proton therapy with 4D pencil beam delivery optimisation

Continuous sPatial‐temporal deformable image registration and 4D frame interpolation

Contour-informed inter-patient deformable registration for more reliable voxel-based analysis of Head-and-Neck cancer patients

Fast Monte Carlo log-based framework for robust 4D dose evaluation in proton therapy

Gaussian primitives for deformable image registration

A proof-of-concept study of direct magnetic resonance imaging-based proton dose calculation for brain tumors via neural networks with Monte Carlo-comparable accuracy

Diffusion Schrödinger bridge models for high-quality MR-to-CT synthesis for proton treatment planning

Neural network-driven direct CBCT-based dose calculation for head-and-neck proton treatment planning

Interplay‐robust optimization for treating irregularly breathing lung patients with pencil beam scanning

Deformable vector fields warping for modelling of irregular breathing

The impact of motion on onboard MRI-guided pencil beam scanned proton therapy treatments

Opportunities and challenges of upright patient positioning in radiotherapy

Uncertainty-aware MR-based CT synthesis for robust proton therapy planning of brain tumour

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report

A unified generation-registration framework for improved MR-based CT synthesis in proton therapy

Image registration in particle therapy

Quantification of deformable image registration uncertainties for dose accumulation on head and neck cancer proton treatments

Treatment planning comparison for head and neck cancer between photon, proton, and combined proton-photon therapy - From a fixed beam line to an arc

A fast analytical dose calculation approach for MRI-guided proton therapy

Review and recommendations on deformable image registration uncertainties for radiotherapy applications

Collaborators (18)

Tony Lomax

Gabriela Foltyńska

James Korte

Damien Charles Weber

Xia Li

Alisha Duetschler

Tomas Kron

Giovanni Fattori

Philippe C. Cattin

Christian Graeff

Nicholas Hardcastle

Sairos Safai

Chelsea Sargeant

Dawid Krzempek

Joachim M. Buhmann

Martina Murr

Satoshi Kasai

Damian Borys

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