Xiaohua Ban
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View article: Multiparametric MRI-based radiomics and deep learning for differentiating uterine serous carcinoma from endometrioid carcinoma: a multicenter retrospective study
Multiparametric MRI-based radiomics and deep learning for differentiating uterine serous carcinoma from endometrioid carcinoma: a multicenter retrospective study Open
Background Uterine serous carcinoma (USC) and endometrioid endometrial carcinoma (EEC) are distinct subtypes of endometrial cancer with markedly different prognoses and management strategies. Accurate preoperative differentiation between U…
View article: A multimodal deep learning framework with contrastive learning and multi-instance learning for endometrial cancer preoperative risk stratification
A multimodal deep learning framework with contrastive learning and multi-instance learning for endometrial cancer preoperative risk stratification Open
Endometrial cancer (EC) risk stratification currently relies on postoperative pathology, limiting preoperative surgical planning. Magnetic resonance imaging (MRI) is the preferred modality for preoperative EC evaluation. However, current r…
View article: MRI-based multimodal AI model enables prediction of recurrence risk and adjuvant therapy in breast cancer
MRI-based multimodal AI model enables prediction of recurrence risk and adjuvant therapy in breast cancer Open
Timely intervention and improved prognosis for breast cancer patients rely on early metastasis risk detection and accurate treatment predictions. This study introduces an advanced multimodal MRI and AI-driven 3D deep learning model, termed…
View article: The safety and efficacy of acupuncture in treating nonalcoholic fatty liver disease: A systematic review and meta-analysis based on randomized controlled trials
The safety and efficacy of acupuncture in treating nonalcoholic fatty liver disease: A systematic review and meta-analysis based on randomized controlled trials Open
Background: Nonalcoholic fatty liver disease (NAFLD), the most common chronic liver ailment globally, remains a significant concern. Acupuncture has been increasingly utilized for the treatment of NAFLD in recent years. However, current ev…
View article: Achieving flexible fairness metrics in federated medical imaging
Achieving flexible fairness metrics in federated medical imaging Open
View article: MOEA/D‐based multi‐row facility layout optimisation method with discontinuity perceiving of the Pareto front
MOEA/D‐based multi‐row facility layout optimisation method with discontinuity perceiving of the Pareto front Open
In a multi‐row facility layout problem (MRFLP), facilities are arranged in more than one row under the limited layout area. Considering different layout factors, various extensions of MRFLP have been modelled. However, the orientation of i…
View article: CT and MRI features of sarcomatoid urothelial carcinoma of the bladder and its differential diagnosis with conventional urothelial carcinoma
CT and MRI features of sarcomatoid urothelial carcinoma of the bladder and its differential diagnosis with conventional urothelial carcinoma Open
View article: Automated segmentation of brain metastases with deep learning: A multi-center, randomized crossover, multi-reader evaluation study
Automated segmentation of brain metastases with deep learning: A multi-center, randomized crossover, multi-reader evaluation study Open
Background Artificial intelligence has been proposed for brain metastasis (BM) segmentation but it has not been fully clinically validated. The aim of this study was to develop and evaluate a system for BM segmentation. Methods A deep-lear…
View article: Feasible CT features to distinguish incidental rib enhancement from sclerotic metastasis in patients with malignancies
Feasible CT features to distinguish incidental rib enhancement from sclerotic metastasis in patients with malignancies Open
View article: Response evaluation of hepatocellular carcinoma treated with stereotactic body radiation therapy: magnetic resonance imaging findings
Response evaluation of hepatocellular carcinoma treated with stereotactic body radiation therapy: magnetic resonance imaging findings Open
View article: False-negative and false-positive outcomes of computer-aided detection on brain metastasis: Secondary analysis of a multicenter, multireader study
False-negative and false-positive outcomes of computer-aided detection on brain metastasis: Secondary analysis of a multicenter, multireader study Open
Background Errors have seldom been evaluated in computer-aided detection on brain metastases. This study aimed to analyze false negatives (FNs) and false positives (FPs) generated by a brain metastasis detection system (BMDS) and by reader…
View article: Morphologic CT and MRI features of primary parotid squamous cell carcinoma and its predictive factors for differential diagnosis with mucoepidermoid carcinoma
Morphologic CT and MRI features of primary parotid squamous cell carcinoma and its predictive factors for differential diagnosis with mucoepidermoid carcinoma Open
View article: Phase II trial of efficacy, safety and biomarker analysis of sintilimab plus anlotinib for patients with recurrent or advanced endometrial cancer
Phase II trial of efficacy, safety and biomarker analysis of sintilimab plus anlotinib for patients with recurrent or advanced endometrial cancer Open
Background Although co-inhibition of the angiogenesis and programmed death 1 (PD-1) pathways is proposed as an effective anticancer strategy, studies in Chinese patients with endometrial cancer are sufficient. Anlotinib is an oral multi-ta…
View article: Role of computed tomography features in the differential diagnosis of chromophobe renal cell carcinoma from oncocytoma and angiomyolipoma without visible fat
Role of computed tomography features in the differential diagnosis of chromophobe renal cell carcinoma from oncocytoma and angiomyolipoma without visible fat Open
Corticomedullary RLRCNE on CT images was an independent predictor for the differential diagnosis of chRCC from oncocytoma. Unenhanced RLRCA, size, and enhancement pattern over time on CT had predictive value for discriminating chRCC from A…
View article: Prognostic CT Features and Prediction Model of Patients With Primary Hepatocellular Carcinomas Undergoing Partial Hepatectomy
Prognostic CT Features and Prediction Model of Patients With Primary Hepatocellular Carcinomas Undergoing Partial Hepatectomy Open
Background: Hepatocellular carcinoma (HCC) is the most common primary malignant tumor in the liver. Partial hepatectomy is one of the most effective therapies for HCC but suffer from the high recurrence rate. At present, the studies of ass…
View article: Predictive CT features for the diagnosis of primary pulmonary mucoepidermoid carcinoma: comparison with squamous cell carcinomas and adenocarcinomas
Predictive CT features for the diagnosis of primary pulmonary mucoepidermoid carcinoma: comparison with squamous cell carcinomas and adenocarcinomas Open
View article: Theranostic Nanomedicine for Synergistic Chemodynamic Therapy and Chemotherapy of Orthotopic Glioma
Theranostic Nanomedicine for Synergistic Chemodynamic Therapy and Chemotherapy of Orthotopic Glioma Open
Glioma is a common primary brain malignancy with a poor prognosis. Chemotherapy is the first‐line treatment for brain tumors but low efficiency of drugs in crossing the blood–brain barrier (BBB) and drug resistance related to tumor hypoxia…
View article: DHRS2 inhibits cell growth and motility in esophageal squamous cell carcinoma
DHRS2 inhibits cell growth and motility in esophageal squamous cell carcinoma Open
Esophageal squamous cell carcinoma (ESCC) is highly prevailing in Asia and it is ranked in the most aggressive squamous cell carcinomas. High-frequency loss of heterozygosity occurred in chromosome 14q11.2 in many tumors including ESCC, su…
View article: Radiation-induced sarcomas of the head and neck in post-radiation nasopharyngeal carcinoma
Radiation-induced sarcomas of the head and neck in post-radiation nasopharyngeal carcinoma Open