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Hesheng Wang

Hesheng Wang, PhD

Associate Professor, Department of Radiation Oncology

Keywords
Adaptive Radiotherapy, Image-guided Radiotherapy, MR-Linac, Deep Learning
Summary

The broad scope of my research is translational research on medical imaging for cancer treatment. My work before joining NYU focused on developing imaging biomarkers to assess tumor and normal tissue response to radiation, aiming to support functional adaptive radiotherapy. My current research center on adaptive radiotherapy using anatomical and functional information provided by advanced MR sequences and imaging techniques. Furthermore, I lead a multi-institutional NIH-RO1 research at NYU to develop deep learning-based detection and segmentation of brain metastases from MR images.

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Positions

Associate Professor, Department of Radiation Oncology at NYU Grossman School of Medicine

Graduate Education

PhD from Case Western Reserve University

Residency And Fellowship Training

Residency, NYU Langone Medical Center, Medical Physics Residency

Postdoctoral Training

University of Michigan, Department of Radiation Oncology

Extended nnU-Net for Brain Metastasis Detection and Segmentation in Contrast-Enhanced Magnetic Resonance Imaging With a Large Multi-Institutional Data Set

Yoo, Youngjin; Gibson, Eli; Zhao, Gengyan; Re, Thomas J; Parmar, Hemant; Das, Jyotipriya; Wang, Hesheng; Kim, Michelle M; Shen, Colette; Lee, Yueh; Kondziolka, Douglas; Ibrahim, Mohannad; Lian, Jun; Jain, Rajan; Zhu, Tong; Comaniciu, Dorin; Balter, James M; Cao, Yue

International journal of radiation oncology, biology, physics. 2024 Jul 25;

Automatic segmentation of vestibular schwannomas from T1-weighted MRI with a deep neural network

Wang, Hesheng; Qu, Tanxia; Bernstein, Kenneth; Barbee, David; Kondziolka, Douglas

Radiation oncology. 2023 May 08; 18(1):78

A Tool to Integrate Electrophysiological Mapping for Cardiac Radioablation of Ventricular Tachycardia

Wang, Hesheng; Barbhaiya, Chirag R; Yuan, Ye; Barbee, David; Chen, Ting; Axel, Leon; Chinitz, Larry A; Evans, Andrew J; Byun, David J

Advances in radiation oncology. 2023 Jul; 8(6):101272

Advances in verification and delivery techniques

Chen, Ting; Wang, Hesheng

Principles and Practice of Image-Guided Abdominal Radiation Therapy. [S.l.] : Institute of Physics Publishing, 2022. p.17-?. (5550522)

Predicting local failure of brain metastases after stereotactic radiosurgery with radiomics on planning MR images and dose maps

Wang, Hesheng; Xue, Jinyu; Qu, Tanxia; Bernstein, Kenneth; Chen, Ting; Barbee, David; Silverman, Joshua S; Kondziolka, Douglas

Medical physics. 2021 Sep; 48(9):5522-5530

Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U-Net

Lin, Mingquan; Momin, Shadab; Lei, Yang; Wang, Hesheng; Curran, Walter J; Liu, Tian; Yang, Xiaofeng

Medical physics. 2021 Aug; 48(8):4365-4374

Automatic couch position calculation using eclipse scripting for external beam radiotherapy

Wang, Hesheng; Rea, Anthony; Rudek, Benedikt; Chen, Ting; McCarthy, Allison; Barbee, David

Journal of applied clinical medical physics. 2021 Feb; 22(2):77-84

Adaptive radiotherapy based on statistical process control for oropharyngeal cancer

Wang, Hesheng; Xue, Jinyu; Chen, Ting; Qu, Tanxia; Barbee, David; Tam, Moses; Hu, Kenneth

Journal of applied clinical medical physics. 2020 Sep; 21(9):171-177

See All Publications (60)

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