JG
Jiapan Guo
cs.CVDeep learningOropharyngeal cancerOropharyngeal NeoplasmsOutcome prediction3D virtual surgical planning (3D VSP)Deep LearningNeural Networks, Computeraccurate mandible segmentationconvolutional neural network
On Valency
published · living versionsW_rjh8hhkz·v1 · currentpublished
Depth-guided Geometric Adaptation for Few-shot Image Classification
with Zhiqi Miao, Estefanía Talavera, Weichuan Zhang
1 version
Preprints & journals
29 papers in the corpus · 2018–2026Depth-guided Geometric Adaptation for Few-shot Image Classification2610.28856v1 · Zhiqi Miao, Estefan'ia Talavera, Weichuan Zhang et al.2026 · 0 citationsarXivon Valency
Beyond Instrument Motion: Recognizing Tissue Tension Toward Surgical Skill Assessment2608.17935v2 · Marko Haralovi'c, Zhiqi Miao, Alexander Machiel Bont et al.2026 · 0 citationsarXiv
Uncertainty Identifies Difficult Samples Across Methods: A Multi-Task Study on a Heterogeneous Skin Lesion Dataset2608.14768v1 · Leon Koole, Jiapan Guo, Matias Valdenegro-Toro2026 · 0 citationsarXiv
MRIgRT real-time target tracking: TrackRAD2025 challenge report.42191418 · Blöcker, Tom Julius, Görts, Pia A W, Wang, Yiling et al.2026 · 2 citationsMedical image analysis. 2026;112:104134
Improving Automatic Speech Recognition for Speakers Treated for Oral Cancer using Data Augmentation and LLM Error Correction2605.15854v1 · Hidde Folkertsma, Thomas Tienkamp, Sebastiaan de Visscher et al.2026 · 0 citationsarXiv
Meningioma Analysis and Diagnosis using Limited Labeled Samples2602.13335v1 · Jiamiao Lu, Wei Wu, Ke Gao et al.2026 · 0 citationsarXiv
Deep learning-based neurodevelopmental assessment in preterm infants2601.11944v1 · Lexin Ren, Jiamiao Lu, Weichuan Zhang et al.2026 · 0 citationsarXiv
Gotta catch 'em all! Towards File Localisation from Issues at Large2507.18319v1 · Jesse Maarleveld, Jiapan Guo, Daniel Feitosa2025 · 0 citationsarXiv
Feature Complementation Architecture for Visual Place Recognition2506.12401v1 · Weiwei Wang, Meijia Wang, Haoyi Wang et al.2025 · 0 citationsarXiv
PET and CT based DenseNet outperforms advanced deep learning models for outcome prediction of oropharyngeal cancer.40118186 · Ma, Baoqiang, Guo, Jiapan, Dijk, Lisanne V van et al.2025 · 12 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2025;207:110852
The prognostic value of pathologic lymph node imaging using deep learning-based outcome prediction in oropharyngeal cancer patients.40046573 · Ma, Baoqiang, De Biase, Alessia, Guo, Jiapan et al.2026 · 1 citationPhysics and imaging in radiation oncology. 2025;33:100733
MLG-YOLO: A Model for Real-Time Accurate Detection and Localization of Winter Jujube in Complex Structured Orchard Environments.39314991 · Yu, Chenhao, Shi, Xiaoyi, Luo, Wenkai et al.2026 · 24 citationsPlant phenomics (Washington, D.C.). 2024;6:0258
PET/CT based transformer model for multi-outcome prediction in oropharyngeal cancer.38834153 · Ma, Baoqiang, Guo, Jiapan, De Biase, Alessia et al.2024 · 19 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2024;197:110368
Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer.38008678 · De Biase, Alessia, Ma, Baoqiang, Guo, Jiapan et al.2024 · 20 citationsComputer methods and programs in biomedicine. 2024;244:107939
Comparison of computed tomography image features extracted by radiomics, self-supervised learning and end-to-end deep learning for outcome prediction of oropharyngeal cancer.38026084 · Ma, Baoqiang, Guo, Jiapan, Chu, Hung et al.2023 · 10 citationsPhysics and imaging in radiation oncology. 2023;28:100502
CT-based deep multi-label learning prediction model for outcome in patients with oropharyngeal squamous cell carcinoma.37219816 · Ma, Baoqiang, Guo, Jiapan, Zhai, Tian-Tian et al.2023 · 13 citationsMedical physics. 2023;50(10):6190-6200
Second-order Anisotropic Gaussian Directional Derivative Filters for Blob Detection2305.00435v1 · Jie Ren, Wenya Yu, Jiapan Guo et al.2023 · 0 citationsarXiv
Survival prediction for stage I-IIIA non-small cell lung cancer using deep learning.36690302 · Zheng, Sunyi, Guo, Jiapan, Langendijk, Johannes A et al.2023 · 44 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2023;180:109483
Automatic Segmentation of Mandible from Conventional Methods to Deep Learning-A Review.34357096 · Qiu, Bingjiang, van der Wel, Hylke, Kraeima, Joep et al.2023 · 64 citationsJournal of personalized medicine. 2021;11(7)
Use of Convolutional Neural Networks for the Detection of u-Serrated Patterns in Direct Immunofluorescence Images to Facilitate the Diagnosis of Epidermolysis Bullosa Acquisita.34197776 · Shi, Chenyu, Meijer, Joost M, Azzopardi, George et al.2021 · 7 citationsThe American journal of pathology. 2021;191(9):1520-1525
Mandible Segmentation of Dental CBCT Scans Affected by Metal Artifacts Using Coarse-to-Fine Learning Model.34208429 · Qiu, Bingjiang, van der Wel, Hylke, Kraeima, Joep et al.2024 · 29 citationsJournal of personalized medicine. 2021;11(6)
Recurrent Convolutional Neural Networks for 3D Mandible Segmentation in Computed Tomography.34072714 · Qiu, Bingjiang, Guo, Jiapan, Kraeima, Joep et al.2021 · 36 citationsJournal of personalized medicine. 2021;11(6)
Robust and Accurate Mandible Segmentation on Dental CBCT Scans Affected by Metal Artifacts Using a Prior Shape Model.34062762 · Qiu, Bingjiang, van der Wel, Hylke, Kraeima, Joep et al.2024 · 30 citationsJournal of personalized medicine. 2021;11(5)
Recurrent convolutional neural networks for mandible segmentation from computed tomography2003.06486v1 · Bingjiang Qiu, Jiapan Guo, Joep Kraeima et al.2020 · 5 citationsarXiv
Automatic segmentation of the mandible from computed tomography scans for 3D virtual surgical planning using the convolutional neural network.31239411 · Qiu, Bingjiang, Guo, Jiapan, Kraeima, Joep et al.2020 · 71 citationsPhysics in medicine and biology. 2019;64(17):175020
Early imaging biomarkers of lung cancer, COPD and coronary artery disease in the general population: rationale and design of the ImaLife (Imaging in Lifelines) Study.31016436 · Xia, Congying, Rook, Mieneke, Pelgrim, Gert Jan et al.2020 · 67 citationsEuropean journal of epidemiology. 2020;35(1):75-86
Convolutional neural network to predict the local recurrence of giant cell tumor of bone after curettage based on pre-surgery magnetic resonance images.30859281 · He, Yifeng, Guo, Jiapan, Ding, Xiaoyi et al.2019 · 59 citationsEuropean radiology. 2019;29(10):5441-5451
Detection of u-serrated patterns in direct immunofluorescence images of autoimmune bullous diseases by inhibition-augmented COSFIRE filters.30623781 · Shi, Chenyu, Meijer, Joost M, Guo, Jiapan et al.2019 · 10 citationsInternational journal of medical informatics. 2019;122:27-36
3D segmentation of mandible from multisectional CT scans by convolutional neural networks1809.06752v1 · Bingjiang Qiu, Jiapan Guo, J. Kraeima et al.2018 · 8 citationsarXiv
Career total: 60 works. 29 are in this corpus.
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