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Works (7)

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

Computer Methods and Programs in Biomedicine
2024-02 | Journal article
Contributors: Alessia De Biase; Baoqiang Ma; Jiapan Guo; Lisanne V. van Dijk; Johannes A. Langendijk; Stefan Both; Peter M.A. van Ooijen; Nanna M. Sijtsema
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Self-supervised Multi-modality Image Feature Extraction for the Progression Free Survival Prediction in Head and Neck Cancer

2022 | Book chapter
Contributors: Baoqiang Ma; Jiapan Guo; Alessia De Biase; Nikos Sourlos; Wei Tang; Peter van Ooijen; Stefan Both; Nanna Maria Sijtsema
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Skip-SCSE Multi-scale Attention and Co-learning Method for Oropharyngeal Tumor Segmentation on Multi-modal PET-CT Images

2022 | Book chapter
Contributors: Alessia De Biase; Wei Tang; Nikos Sourlos; Baoqiang Ma; Jiapan Guo; Nanna Maria Sijtsema; Peter van Ooijen
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Crossref

Use of Convolutional Neural Networks for the Detection of u-Serrated Patterns in Direct Immunofluorescence Images to Facilitate the Diagnosis of Epidermolysis Bullosa Acquisita

The American Journal of Pathology
2021-09 | Journal article
Contributors: Chenyu Shi; Joost M. Meijer; George Azzopardi; Gilles F.H. Diercks; Jiapan Guo; Nicolai Petkov
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Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

IEEE Transactions on Medical Imaging
2020-03 | Journal article
Contributors: Sunyi Zheng; Jiapan Guo; Xiaonan Cui; Raymond N. J. Veldhuis; Matthijs Oudkerk; Peter M. A. van Ooijen
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Automatic Determination of Vertical Cup-to-Disc Ratio in Retinal Fundus Images for Glaucoma Screening

IEEE Access
2019 | Journal article
Contributors: Jiapan Guo; George Azzopardi; Chenyu Shi; Nomdo M. Jansonius; Nicolai Petkov
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Automatic segmentation of the mandible from computed tomography scans for 3D virtual surgical planning using the convolutional neural network

Physics in Medicine & Biology
2019-09-05 | Journal article
Contributors: Bingjiang Qiu; Jiapan Guo; Joep Kraeima; Haye H Glas; Ronald J H Borra; Max J H Witjes; Peter M A van Ooijen
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