A5008045496- Radiomics and Machine Learning in Medical Imaging
- Liver Disease Diagnosis and Treatment
- Hepatocellular Carcinoma Treatment and Prognosis
- AI in cancer detection
- Liver Disease and Transplantation
- MRI in cancer diagnosis
- Advanced Image Fusion Techniques
- Assisted Reproductive Technology and Twin Pregnancy
- Gastroesophageal reflux and treatments
- Breast Lesions and Carcinomas
- Cancer Diagnosis and Treatment
- Metastasis and carcinoma case studies
- Gestational Trophoblastic Disease Studies
- Liver Diseases and Immunity
- Ovarian cancer diagnosis and treatment
- Pancreatitis Pathology and Treatment
- Pediatric Hepatobiliary Diseases and Treatments
- Ultrasound and Hyperthermia Applications
- Cancer, Lipids, and Metabolism
- Ectopic Pregnancy Diagnosis and Management
- Thyroid Cancer Diagnosis and Treatment
- Cholangiocarcinoma and Gallbladder Cancer Studies
- Organ Transplantation Techniques and Outcomes
- Radiation Dose and Imaging
First Affiliated Hospital of Anhui Medical University
2022-2025
Anhui Medical University
2022-2025
Wannan Medical College
2024
East China Normal University
2024
Abstract Background Patients with alpha-fetoprotein (AFP)-positive hepatocellular carcinoma (HCC) have aggressive biological behavior and poor prognosis. Therefore, survival time is one of the greatest concerns for patients AFP-positive HCC. This study aimed to demonstrate utilization six machine learning (ML)-based prognostic models predict overall Methods Data on HCC were extracted from Surveillance, Epidemiology, End Results database. Six ML algorithms (extreme gradient boosting...
Objective This paper aims to investigate clinical value of intrahepatic and intra-stent hemodynamic changes after transjugular portosystemic shunt (TIPS), by using color Doppler ultrasound during the diagnosis hepatic encephalopathy (HE) in patients with hepatitis B cirrhosis.Methods A retrospective analysis cirrhotic portal hypertension, who underwent TIPS The First Affiliated Hospital Anhui Medical University from January 2018 2021, was conducted. 22 developed HE within 3 months comprised...
Background: Breast cancer is the most common tumor globally.Automated Volume Scanner (ABVS) and strain elastography (SE) can provide more useful breast information.The use of radiomics combined with ABVS SE images to predict has become a new focus.Therefore, this study developed validated analysis lesions in combination coronal plane improve differential diagnosis benign malignant diseases.Patients Methods: 620 pathologically confirmed from January 2017 August 2021 were retrospectively...
Early diagnosis is crucial to the treatment of breast cancer, but conventional imaging detection challenging. Radiomics has potential improve early diagnostic efficacy in a noninvasive manner. This study examined whether integrating computed tomography (CT) radiomics information based on ultrasound (US) models can cancer prediction.
Abstract Purpose To explore the diagnostic value of intralesional and perilesional radiomics based on multimodal ultrasound (US) images in predicting malignant ACR TIRADS 4 thyroid nodules (TNs). Methods A total 297 cases TNs patients who underwent preoperative grayscale US shear wave elastography (STE) were enrolled (training cohort: n = 150, internal validation 77, external 70). Regions interests (ROIs) delineated STE images, then an isotropic expansion 1.0, 1.5, 2.0, 2.5, 3.0 mm was...
Non-Alcoholic Steatohepatitis (NASH) is a crucial stage in the progression of Fatty Liver Disease(NAFLD). The purpose this study to explore clinical value ultrasound features and radiological analysis predicting diagnosis Steatohepatitis. An SD rat model hepatic steatosis was established through high-fat diet subcutaneous injection CCl4. images elastography were acquired, along with serum data histopathological results livers.The Pyradiomics software used extract radiomic from 2D livers....
Abstract Purpose To explore the optimal peri‐tumoral regions on ultrasound (US) images and investigate performance of multimodal radiomics for predicting axillary lymph node metastasis (ALNM). Methods This retrospective study included 326 patients (training cohort: n = 162, internal validation 74, external 90). Intra‐tumoral region interests (ROIs) were delineated US digital mammography (DM) images. Peri‐tumoral ROI (PTR) gained by dilating actual 0.5, 1.0, 1.5, 2.0, 2.5, 3.0 3.5 mm radius...
Contrast-enhanced ultrasound (CEUS) has been proposed for detecting clinically significant portal hypertension (CSPH) and severe (SPH) in patients with chronic liver diseases (CLD). Studies were selected that investigated the diagnostic performance of CEUS CLD up to 10 October 2022. The summary area under receiver operating characteristic curve (AUROC), odds ratios, sensitivities specificities used assess CSPH SPH. A total 7 studies included this meta-analysis. sensitivity specificity method...
<title>Abstract</title> Background Non-Alcoholic Steatohepatitis(NASH) is a crucial stage in the progression of Fatty Liver Disease(NAFLD). The purpose this study to explore clinical value ultrasound features and radiological analysis predicting diagnosis Steatohepatitis. Method An SD rat model hepatic steatosis was established through high-fat diet subcutaneous injection CCl<sub>4</sub>. images elastography were acquired, along with serum data histopathological results livers.The...
Ultrasound video-based breast lesion segmentation provides a valuable assistance in early detection and treatment. However, existing works mainly focus on based ultrasound images which usually can not be adapted well to obtain desirable results videos. The main challenge for is how exploit the cues of both intra-frame inter-frame simultaneously. To address this problem, we propose novel Spatial-Temporal Progressive Fusion Network (STPFNet) video problem. aspects proposed STPFNet are...
Recurrence of gastroesophageal varices (GEVs) after sclerotherapy is a public health problem. However, mass screening recurrence GEVs through gastroscopy high-cost procedure. We aim to evaluate the changes in liver stiffness (LS) over time endoscopic injection (EIS) and determine its value predicting GEVs.
Background The rising incidence of ectopic pregnancy (EP) in China underscores the critical need for early and accurate diagnosis to achieve optimal patient outcomes. Colour Doppler ultrasound, β-hCG, progesterone testing are essential tools detection EP, with transvaginal ultrasound offering precise visualization EP lesions. Lower levels β-hCG cases compared normal pregnancies serve as key diagnostic markers. Awareness atypical symptoms is crucial prevent missed or misdiagnosed cases,...