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About us Practical matters How to find us J. (Jiapan) Guo, PhD

J. (Jiapan) Guo, PhD

Tenure Track Assistant Professor with education profile

Faculty of Science and Engineering

Telephone:

+31 50 36 33939

E-mail:

j.guo rug.nl

ORCID Research Portal

Publications

A systematic mapping study on graph machine learning for static source code analysis

Maarleveld, J., Guo, J. & Feitosa, D., Jul-2025, In: Information and Software Technology. 183, 17 p., 107722.

Research output: Contribution to journal › Review article › peer-review

PET and CT based DenseNet outperforms advanced deep learning models for outcome prediction of oropharyngeal cancer

Ma, B., Guo, J., van Dijk, L. V., Langendijk, J. A., Ooijen, P. M. A. V., Both, S. & Sijtsema, N. M., Jun-2025, In: Radiotherapy and Oncology. 207, 7 p., 110852.

Research output: Contribution to journal › Article › Academic › peer-review

The prognostic value of pathologic lymph node imaging using deep learning-based outcome prediction in oropharyngeal cancer patients

Ma, B., De Biase, A., Guo, J., van Dijk, L. V., Langendijk, J. A., Both, S., van Ooijen, P. M. A. & Sijtsema, N. M., Jan-2025, In: Physics and imaging in radiation oncology. 33, 8 p., 100733.

Research output: Contribution to journal › Article › Academic › peer-review

A lightweight SOD-YOLOv5n model-based winter jujube detection and counting method deployed on Android

Yu, C., Feng, J., Zheng, Z., Guo, J. & Hu, Y., Mar-2024, In: Computers and Electronics in Agriculture. 218, 15 p., 108701.

Research output: Contribution to journal › Article › Academic › peer-review

Building models to evaluate internal comprehensive quality of apples and predict storage time

Hu, Y., Qiao, Y., Hou, B., Qu, Z., Zhang, P., Han, R. & Guo, J., Jan-2024, In: Infrared Physics and Technology. 136, 10 p., 105043.

Research output: Contribution to journal › Article › Academic › peer-review

Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer

De Biase, A., Ma, B., Guo, J., van Dijk, L. V., Langendijk, J. A., Both, S., van Ooijen, P. M. A. & Sijtsema, N. M., Feb-2024, In: Computer Methods and Programs in Biomedicine. 244, 10 p., 107939.

Research output: Contribution to journal › Article › Academic › peer-review

MLG-YOLO: A Model for Real-Time Accurate Detection and Localization of Winter Jujube in Complex Structured Orchard Environments

Yu, C., Shi, X., Luo, W., Feng, J., Zheng, Z., Yorozu, A., Hu, Y. & Guo, J., Jan-2024, In: Plant Phenomics. 6, 15 p., 0258.

Research output: Contribution to journal › Article › Academic › peer-review

PET/CT based transformer model for multi-outcome prediction in oropharyngeal cancer

Ma, B., Guo, J., De Biase, A., van Dijk, L. V., van Ooijen, P. M. A., Langendijk, J. A., Both, S. & Sijtsema, N. M., Aug-2024, In: Radiotherapy and Oncology. 197, 7 p., 110368.

Research output: Contribution to journal › Article › Academic › peer-review

TransRP: Transformer-based PET/CT feature extraction incorporating clinical data for recurrence-free survival prediction in oropharyngeal cancer

Ma, B., Guo, J., van Dijk, L. V., van Ooijen, P. M. A., Both, S. & Sijtsema, N. M., 2024, Medical Imaging with Deep Learning. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heinmann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). ML Research Press, p. 1640-1654 15 p. (Proceedings of Machine Learning Research; vol. 227).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Comparison of computed tomography image features extracted by radiomics, self-supervised learning and end-to-end deep learning for outcome prediction of oropharyngeal cancer

Ma, B., Guo, J., Chu, H., van Dijk, L. V., van Ooijen, P. M. A., Langendijk, J. A., Both, S. & Sijtsema, N. M., Oct-2023, In: Physics and imaging in radiation oncology. 28, 8 p., 100502.

Research output: Contribution to journal › Article › Academic › peer-review

All (38) publications

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