Bingxin Gu
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View article: 2.5D Deep Learning and Machine Learning for Discriminative DLBCL and IDC with Radiomics on PET/CT
2.5D Deep Learning and Machine Learning for Discriminative DLBCL and IDC with Radiomics on PET/CT Open
We aimed to establish non-invasive diagnostic models comparable to pathology testing and explore reliable digital imaging biomarkers to classify diffuse large B-cell lymphoma (DLBCL) and invasive ductal carcinoma (IDC). Our study enrolled …
View article: Evaluation of 68Ga-FAPI PET/CT and 18F-FDG PET/CT for the diagnosis of recurrent colorectal cancers
Evaluation of 68Ga-FAPI PET/CT and 18F-FDG PET/CT for the diagnosis of recurrent colorectal cancers Open
68Ga-FAPI PET/CT was superior to 18F-FDG PET/CT for detecting recurrence and peritoneal metastases. Hence, we propose the combination of these two modalities for better clinical diagnosis and management of patients with CRC.
View article: Correction to “Janus ACSP Nanoparticle for Synergistic Chemodynamic Therapy and Radiosensitization”
Correction to “Janus ACSP Nanoparticle for Synergistic Chemodynamic Therapy and Radiosensitization” Open
ADVERTISEMENT RETURN TO ARTICLES ASAPPREVAddition/CorrectionNEXTORIGINAL ARTICLEThis notice is a correctionCorrection to "Janus ACSP Nanoparticle for Synergistic Chemodynamic Therapy and Radiosensitization"Mingzhen XuMingzhen XuDepartment …
View article: Enhanced mechanical properties of thermo-mechanically affected zone of friction-stir welded AZ61 magnesium alloy joint
Enhanced mechanical properties of thermo-mechanically affected zone of friction-stir welded AZ61 magnesium alloy joint Open
Friction-stir welded (FSW) magnesium alloy joints frequently fracture at thermo-mechanically affected zone (TMAZ), and the joints exhibit unsatisfactory welding efficiency and ductility. The TMAZ is considered as the weakest region of the …
View article: Imaging of Tumor Stroma Using<sup>68</sup>Ga-FAPI PET/CT to Improve Diagnostic Accuracy of Primary Tumors in Head and Neck Cancer of Unknown Primary: A Comparative Imaging Trial
Imaging of Tumor Stroma Using<sup>68</sup>Ga-FAPI PET/CT to Improve Diagnostic Accuracy of Primary Tumors in Head and Neck Cancer of Unknown Primary: A Comparative Imaging Trial Open
The low detection rate of primary tumors by current diagnostic techniques remains a major concern for patients with head and neck cancer of unknown primary (HNCUP). Therefore, in this study, we aimed to investigate the potential role of 68…
View article: Construction and validation of immune-associated lncRNA model for predicting immune status and therapeutic reactions of triple-negative breast cancer
Construction and validation of immune-associated lncRNA model for predicting immune status and therapeutic reactions of triple-negative breast cancer Open
Differences in specific cell infiltration can lead to increased sensitivity of the immune-inflamed subgroup to anti-tumor drugs. The proposed lncRNA model holds great promise to assess the immune landscapes and therapeutic reactions of TNB…
View article: AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images
AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images Open
Survival prediction is a major concern for cancer management. Deep survival models based on deep learning have been widely adopted to perform end-to-end survival prediction from medical images. Recent deep survival models achieved promisin…
View article: PET imaging of PARP expression using 68Ga-labelled inhibitors
PET imaging of PARP expression using 68Ga-labelled inhibitors Open
Purpose Imaging the PARP expression using 18 F probes has been approved in clinical trials. Nevertheless, hepatobiliary clearance of both 18 F probes hindered their application in monitoring abdominal lesions. Our novel 68 Ga-labelled prob…
View article: COVID-19 and Retinal Layer Thickness: A bidirectional Mendelian Randomization Study
COVID-19 and Retinal Layer Thickness: A bidirectional Mendelian Randomization Study Open
Observational studies have reported that COVID-19 is associated with alterations in retinal layer thickness, including changes in the ganglion cell inner plexiform layer (GCIPL) and retinal nerve fiber layer (RNFL). However, observational …
View article: Prediction of 5-year progression-free survival in advanced nasopharyngeal carcinoma with pretreatment PET/CT using multi-modality deep learning-based radiomics
Prediction of 5-year progression-free survival in advanced nasopharyngeal carcinoma with pretreatment PET/CT using multi-modality deep learning-based radiomics Open
Objective Deep learning-based radiomics (DLR) has achieved great success in medical image analysis and has been considered a replacement for conventional radiomics that relies on handcrafted features. In this study, we aimed to explore the…
View article: DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT
DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT Open
Nasopharyngeal Carcinoma (NPC) is a malignant epithelial cancer arising from the nasopharynx. Survival prediction is a major concern for NPC patients, as it provides early prognostic information to plan treatments. Recently, deep survival …
View article: Prognostic Value of Heterogeneity Index Derived from Baseline 18F-FDG PET/CT in Mantle Cell Lymphoma
Prognostic Value of Heterogeneity Index Derived from Baseline 18F-FDG PET/CT in Mantle Cell Lymphoma Open
Objectives Mantle cell lymphoma (MCL) represents a group of highly heterogeneous tumors, leading to a poor prognosis. Early prognosis prediction may guide the choice of therapeutic regimen. Thus, the purpose of this study was to investigat…
View article: The Added Value of<sup>68</sup>Ga-FAPI PET/CT in Patients with Head and Neck Cancer of Unknown Primary with<sup>18</sup>F-FDG–Negative Findings
The Added Value of<sup>68</sup>Ga-FAPI PET/CT in Patients with Head and Neck Cancer of Unknown Primary with<sup>18</sup>F-FDG–Negative Findings Open
18F-FDG PET/CT plays an important role in locating the primary tumor for patients with head and neck cancer of unknown primary (HNCUP). Nevertheless, in some cases it can be challenging to locate the primary malignancy on 18F-FDG PET/CT sc…
View article: The Added Value of [68Ga]Ga-DOTA-FAPI-04 PET/CT in Patients with Head and Neck Cancer of Unknown Primary with [18F]FDG Negative Findings
The Added Value of [68Ga]Ga-DOTA-FAPI-04 PET/CT in Patients with Head and Neck Cancer of Unknown Primary with [18F]FDG Negative Findings Open
Purpose [18F]fluorodeoxyglucose ([18F]FDG) positron emission tomography/computed tomography (PET/CT) plays an important role in location of primary tumor for patients with head and neck cancer of unknown primary (HNCUP). But sometimes, [18…
View article: A Novel Validated Recurrence Stratification System Based on 18F-FDG PET/CT Radiomics to Guide Surveillance After Resection of Pancreatic Cancer
A Novel Validated Recurrence Stratification System Based on 18F-FDG PET/CT Radiomics to Guide Surveillance After Resection of Pancreatic Cancer Open
objective Despite the heterogeneous biology of pancreatic cancer, similar surveillance schemas have been used. Identifying the high recurrence risk population and conducting prompt intervention may improve prognosis and prolong overall sur…
View article: Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics
Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics Open
Purpose Deep Learning-based Radiomics (DLR) has achieved great success on medical image analysis. In this study, we aimed to explore the capability of our proposed end-to-end multi-modality DLR model using pretreatment PET/CT images to pre…
View article: 68Ga-FAPI and 18F-FDG PET/CT Images in a Patient With Extrapulmonary Tuberculosis Mimicking Malignant Tumor
68Ga-FAPI and 18F-FDG PET/CT Images in a Patient With Extrapulmonary Tuberculosis Mimicking Malignant Tumor Open
Extrapulmonary tuberculosis (TB) is difficult to diagnose. Here, we report a case of extrapulmonary TB in a 68-year-old woman presented with mental fatigue, poor appetite, and weight loss. 18 F-FDG PET/CT revealed elevated 18 F-FDG uptake …
View article: Preoperative PET/CT score can predict complete resection in advanced epithelial ovarian cancer: a prospective study
Preoperative PET/CT score can predict complete resection in advanced epithelial ovarian cancer: a prospective study Open
The preoperative PET score can noninvasively reflect tumor burden and helps predict complete resection after surgery in AEOC patients.