Large-scale pancreatic cancer detection via non-contrast CT and deep learning
2023 · Nature Medicine · 277 citations
https://doi.org/10.1038/s41591-023-02640-w
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Zaiyi Liu
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Zaiyi Liu is an academic researcher from Key Laboratory of Guangdong Province. The author has contributed to research in topics: Radiomics and Machine Learning in Medical Imaging & AI in cancer detection & Colorectal Cancer Treatments and Studies. The author has an h-index of 53, co-authored 465 publications.
ORCID: 0000-0002-9307-8522Papers by this author
worksEffects of contrast-enhancement, reconstruction slice thickness and convolution kernel on the diagnostic performance of radiomics signature in solitary pulmonary nodule
2016 · Scientific Reports · 259 citations
https://doi.org/10.1038/srep34921
Toward an Expert Level of Lung Cancer Detection and Classification Using a Deep Convolutional Neural Network
2019 · The Oncologist · 161 citations
https://doi.org/10.1634/theoncologist.2018-0908
Artificial intelligence quantified tumour-stroma ratio is an independent predictor for overall survival in resectable colorectal cancer
2020 · EBioMedicine · 147 citations
https://doi.org/10.1016/j.ebiom.2020.103054
AUNet: attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms
2019 · Physics in Medicine and Biology · 146 citations
https://doi.org/10.1088/1361-6560/ab5745
An MRI-based Radiomics Classifier for Preoperative Prediction of Ki-67 Status in Breast Cancer
2018 · Academic Radiology · 101 citations
https://doi.org/10.1016/j.acra.2018.01.006
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