Wei Guo
Peking University
6 Papers
7 Citations
Wei Guo is an academic researcher from Peking University. The author has contributed to research in topics: Medicine & Retrospective cohort study. The author has an hindex of 1, co-authored 6 publications.
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Papers
A preliminary study using spinal MRI-based radiomics to predict high-risk cytogenetic abnormalities in multiple myeloma.
TL;DR: Wang et al. as mentioned in this paper investigated the feasibility of predicting high-risk cytogenetic abnormalities (HRCAs) in patients with multiple myeloma (MM) using a spinal MRI-based radiomics method.
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Prediction of High-Risk Cytogenetic Status in Multiple Myeloma Based on Magnetic Resonance Imaging: Utility of Radiomics and Comparison of Machine Learning Methods.
TL;DR: In this paper, the authors developed and tested a magnetic resonance imaging (MRI)-based radiomics model for predicting an HRC status in multiple myeloma (MM) patients using six classifiers: support vector machine, random forest, logistic regression (LR), decision tree, k-nearest neighbor and XGBoost.
24
Can contrast-enhancement computed tomography texture and histogram analyses help to differentiate malignant from benign thyroid nodules?
TL;DR: The ability of contrast-enhanced computed tomography texture and histogram analyses to differentiate between benign and malignant thyroid nodules was determined.
7
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for pretreatment prediction of neoadjuvant chemotherapy response in locally advanced hypopharyngeal cancer.
TL;DR: The results demonstrate that DCE-MRI especially pretreatment Ktrans may be more potential value in predicting the treatment response to neoadjuvant chemotherapy for hypopharyngeal cancer.
5
Spinal osteoblastoma: a retrospective study of 35 patients’ imaging findings with an emphasis on MRI
TL;DR: In patients showing moderate or extensive BME together with STE on MRI, both CT and MRI should be used to confirm nidus presence, and the above-mentioned characteristics of edema on MRI of patients with spinal osteoblastoma are helpful in not only localizing the niduses, but also enhancing the diagnostic confidence.