Ge Wang

Research interests

Publications

• Translating radiology reports into plain language using ChatGPT and GPT-4 with prompt learning: results, limitations, and potential

  Visual Computing for Industry Biomedicine and Art · 2023 · https://doi.org/10.1186/s42492-023-00136-5

• Development of metaverse for intelligent healthcare

  Nature Machine Intelligence · 2022 · https://doi.org/10.1038/s42256-022-00549-6

• On Interpretability of Artificial Neural Networks: A Survey

  IEEE Transactions on Radiation and Plasma Medical Sciences · 2021 · https://doi.org/10.1109/trpms.2021.3066428

• Deep learning for tomographic image reconstruction

  Nature Machine Intelligence · 2020 · https://doi.org/10.1038/s42256-020-00273-z

• A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop

  Radiology · 2019 · https://doi.org/10.1148/radiol.2019190613

• Competitive performance of a modularized deep neural network compared to commercial algorithms for low-dose CT image reconstruction

  Nature Machine Intelligence · 2019 · https://doi.org/10.1038/s42256-019-0057-9

• Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising

  IEEE Access · 2018 · https://doi.org/10.1109/access.2018.2858196

• Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss

  IEEE Transactions on Medical Imaging · 2018 · https://doi.org/10.1109/tmi.2018.2827462

• Image Reconstruction is a New Frontier of Machine Learning

  IEEE Transactions on Medical Imaging · 2018 · https://doi.org/10.1109/tmi.2018.2833635

• LEARN: Learned Experts’ Assessment-Based Reconstruction Network for Sparse-Data CT

  IEEE Transactions on Medical Imaging · 2018 · https://doi.org/10.1109/tmi.2018.2805692

• Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

  IEEE Transactions on Medical Imaging · 2017 · https://doi.org/10.1109/tmi.2017.2715284

• aLow-dose CT via convolutional neural network

  Biomedical Optics Express · 2017 · https://doi.org/10.1364/boe.8.000679

• A Perspective on Deep Imaging

  IEEE Access · 2016 · https://doi.org/10.1109/access.2016.2624938

• Metal Artifact Reduction in CT: Where Are We After Four Decades?

  IEEE Access · 2016 · https://doi.org/10.1109/access.2016.2608621

• A limited-angle CT reconstruction method based on anisotropic TV minimization

  Physics in Medicine and Biology · 2013 · https://doi.org/10.1088/0031-9155/58/7/2119

• Achieving Routine Submillisievert CT Scanning: Report from the Summit on Management of Radiation Dose in CT

  Radiology · 2012 · https://doi.org/10.1148/radiol.12112265

• Low-Dose X-ray CT Reconstruction via Dictionary Learning

  IEEE Transactions on Medical Imaging · 2012 · https://doi.org/10.1109/tmi.2012.2195669

• Compressed sensing based interior tomography

  Physics in Medicine and Biology · 2009 · https://doi.org/10.1088/0031-9155/54/9/014

• An outlook on x‐ray CT research and development

  Medical Physics · 2008 · https://doi.org/10.1118/1.2836950

• Practical reconstruction method for bioluminescence tomography

  Optics Express · 2005 · https://doi.org/10.1364/opex.13.006756

• Uniqueness theorems in bioluminescence tomography

  Medical Physics · 2004 · https://doi.org/10.1118/1.1766420

• Principles of Computerized Tomographic Imaging

  Medical Physics · 2002 · https://doi.org/10.1118/1.1455742

• The Mathematics of Computerized Tomography

  Medical Physics · 2002 · https://doi.org/10.1118/1.1429631

• Iterative deblurring for CT metal artifact reduction

  IEEE Transactions on Medical Imaging · 1996 · https://doi.org/10.1109/42.538943

• A general cone-beam reconstruction algorithm

  IEEE Transactions on Medical Imaging · 1993 · https://doi.org/10.1109/42.241876

Current projects

No projects listed.