Recent advancements in supervised models for skin lesion segmentation have demonstrated promising performance. However, their high computational demands and the expensive acquisition of pixel-level annotations present significant challenges in clinical applications. To address these issues, we propose a novel method named Efficient Group Enhanced Uncertainty-guided Dual-Student Mean Teacher (EGE-UDSMT), which incorporates three synergistic components to enhance model performance.
View Article and Find Full Text PDFSecondary hyperparathyroidism (SHPT) is characterized by parathyroid hyperplasia, persistently elevated parathyroid hormone levels, and disturbances in mineral metabolism. Currently, a considerable amount of literature has consistently shown that thermal ablation is effective in maintaining parathyroid hormone levels within an appropriate range, normalizing calcium and phosphorus levels, improving clinical symptoms, and reducing the volume of parathyroid glands. However, there are currently no established guidelines regarding its utilization.
View Article and Find Full Text PDFTumor-Infiltrating Lymphocytes (TILs) immunotherapy is a highly promising treatment for Non-small Cell Lung Cancer (NSCLC), which is responsible for 18% of all cancer-related deaths. The heterogeneity of TILs remains poorly understood. Here, we utilized combined single-cell RNA (scRNA)/T cell receptor sequencing (scTCR-seq) data from lung adenocarcinoma (LUAD) patients.
View Article and Find Full Text PDFBackground: Tumor-infiltrating lymphocyte (TIL) therapy has been restricted by intensive lymphodepletion and high-dose intravenous interleukin-2 (IL-2) administration. To address these limitations, we conducted preclinical and clinical studies to evaluate the safety, antitumor activity, and pharmacokinetics of an innovative modified regimen in patients with advanced gynecologic cancer.
Methods: Patient-derived xenografts (PDX) were established from a local recurrent cervical cancer patient.
Introduction: The classic way of diagnosing prostate cancer (PCa) is by conducting the 12-core systematic biopsy (SB). However, it has a low detection rate for clinically significant PCa (csPCa) and can lead to the detection of clinically insignificant PCa (cisPCa). Although MRI-transrectal ultrasound (MRI-TRUS) fusion targeted biopsy (TB) can effectively improve the detection rate of csPCa, it may still miss some cases.
View Article and Find Full Text PDFUnlabelled: Sequencing of circulating tumor DNA (ctDNA) is a minimally invasive approach to reveal the genomic alterations of cancer; however, its comparison with sequencing of tumor tissue has not been well documented in real-world patients with aggressive-variant prostate cancer (AVPC). Concordance of genomic alterations was assessed between progressive tumor tissue and matched ctDNA by next-generation sequencing for 63 patients with AVPC. Associations of genomic alterations with progression-free survival (PFS) and overall survival (OS) were investigated using Kaplan-Meier and Cox regression analyses.
View Article and Find Full Text PDFObjectives: To investigate the prospective role of intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) in evaluating terminal ileal Crohn's disease (CD) inflammation quantitatively, compared with quantitative dynamic contrastenhanced magnetic resonance imaging (DCE-MRI) and ileocolonoscopic segmental score.
Methods: Fifty CD patients underwent magnetic resonance enterography (MRE) including IVIM-DWI and quantitative DCE-MRI from Jan. 2017 to Nov.
The purpose of this study was to explore transrectal ultrasound (TRUS) findings of prostate cancer (PCa) guided by multiparametric magnetic resonance imaging (mpMRI) and to improve the Prostate Imaging Reporting and Data System (PI-RADS) system for avoiding unnecessary mpMRI-guided targeted biopsy (TB). From January 2018 to October 2019, fusion mpMRI and TRUS-guided biopsies were performed in 162 consecutive patients. The study included 188 suspicious lesions on mpMRI in 156 patients, all of whom underwent mpMRI-TRUS fusion imaging-guided TB and 12-core transperineal systematic biopsy (SB).
View Article and Find Full Text PDFIEEE J Biomed Health Inform
November 2022
The automatic and accurate segmentation of the prostate cancer from the multi-modal magnetic resonance images is of prime importance for the disease assessment and follow-up treatment plan. However, how to use the multi-modal image features more efficiently is still a challenging problem in the field of medical image segmentation. In this paper, we develop a cross-modal self-attention distillation network by fully exploiting the encoded information of the intermediate layers from different modalities, and the generated attention maps of different modalities enable the model to transfer significant and discriminative information that contains more details.
View Article and Find Full Text PDFBackground: Liver stiffness in patients with chronic congestive heart failure (CCHF) is poorly understood and liver ultrasound transient elastography (LUTE) is a new non-invasive method to detect this condition. In this cross-sectional study we explored liver stiffness and secondary congestive hepatopathy in patients with CCHF detected by LUTE.
Methods: Data from the National Health and Nutrition Examination Survey (NHANES 2017-2018) were analyzed.
BMC Gastroenterol
October 2020
Background: Previous studied revealed that psoriasis and Inflammatory bowel disease (IBD) have highly overlapping epidemiological characteristics, genetic susceptibility loci, disease risk factors, immune mechanisms, and comorbidities. More and more biologics have been used to treat psoriasis and IBD. Interleukin (IL)-17 inhibitors played an important role in the treatment of psoriasis, but induced and aggravated inflammatory bowel disease in some patients.
View Article and Find Full Text PDFDose Response
September 2020
Elevated inflammatory cytokines and high mobility group box 1 (HMGB1) production are associated with chronic periodontitis (CP). Glycyrrhizin is the major constituent of (Fabaceae) root with anti-inflammation activities. This study evaluated the effects of glycyrrhizin on CP.
View Article and Find Full Text PDFBackground: This study aimed to identify clear cell renal cell carcinoma (ccRCC) histopathological grade and differentiate it from fat-poor angiomyolipoma (AML). This was achieved through contrast-enhanced magnetic resonance (MR) T1 mapping with intravenous low-dose gadolinium-diethylenetriamine pentaacetic acid (Gd-DTPA).
Methods: In total, 56 consecutive patients received MR scanning between January 2016 and December 2018 using the pre- and post- contrast-enhanced T1 mapping sequences with low-dose Gd-DTPA (0.
Purpose: To evaluate the efficacy of added shear wave elastography (SWE) in breast screening for women with results inconsistent between mammography and conventional ultrasounds (US).
Materials And Methods: The study consisted of 282 pathologically proven breast lesions. The cancer probability from screening by mammography and conventional US were scored using Breast Imaging Reporting and Data System (BI-RADS).
Cell Physiol Biochem
February 2017
Background: Sulodexide is a powerful antithrombin agent with reno-protective property. However, whether it has beneficial effects on Contrast-Induced Nephropathy (CIN) remained elusive. In the current study, we evaluated the therapeutic effects of Sulodexide on CIN and investigated the potential mechanisms.
View Article and Find Full Text PDFEur J Radiol
October 2015
Object: To evaluate MDCT and MRI in identifying chronic gallstone perforation (GSP) and ileus, even the risk factors prior to perforation.
Methods: Twenty-three cases of gallstone ileus (GSI) and three cases of calculus gallbladder-choledochus perforation were scanned by MDCT before treatment. Meanwhile, twelve patients received two-view abdominal X-ray film and eight patients received MRI examination.
Glomerular filtration rate (GFR) describes the flow rate of filtered fluid through the kidney, and is considered to be the reference standard in the evaluation of renal function. There are many ways to test the GFR clinically, such as serum creatinine concentration, blood urea nitrogen and SPECT renography, however, they're all not a good standard to evaluate the early damage of renal function. In recent years, the improvement of MRI hardware and software makes it possible to reveal physiological characteristics such as renal blood flow or GFR by dynamic contrast enhancement magnetic resonance perfusion renography (DEC MRPR).
View Article and Find Full Text PDFPLoS One
January 2016
Background: Contrast-induced nephropathy (CIN) is the third leading cause of hospital-acquired acute renal failure. Oxidative stress, apoptosis and inflammation play crucial roles in CIN. Renalase is a newly discovered monoamine oxidase from the kidney.
View Article and Find Full Text PDFInt J Nanomedicine
September 2015
Macrophages are becoming increasingly significant in the progression of atherosclerosis (AS). Molecular imaging of macrophages may improve the detection and characterization of AS. In this study, dendrimer-entrapped gold nanoparticles (Au DENPs) with polyethylene glycol (PEG) and fluorescein isothiocyanate (FI) coatings were designed, tested, and applied as contrast agents for the enhanced computed tomography (CT) imaging of macrophages in atherosclerotic lesions.
View Article and Find Full Text PDFObjective: This pilot study was to evaluate cone beam breast computed tomography (CBBCT) with multiplanar and three dimensional (3D) visualization in differentiating breast masses in comparison with two-view mammograms.
Methods: Sixty-five consecutive female patients (67 breasts) were scanned by CBBCT after conventional two-view mammography (Hologic, Motarget, compression factor 0.8).
World J Gastroenterol
November 2013
Aim: To obtain reference values for pancreatic flow output rate (PFR) and peak time (PT) in healthy volunteers and chronic pancreatitis (CP); to correlate quantification of secretin enhanced magnetic resonance cholangiopancreatography (SMRCP) of pancreatic fluid output following secretin with fecal elastase-1 (FE-1) tests.
Methods: The present study includes 53 subjects comprised of 17 healthy individuals and 36 patients with CP from April 2011 to January 2013. The 36 patients with CP were divided into three groups of mild CP (n = 14), moderate CP (n = 19) and advanced CP (n = 3) by M-ANNHEIM classification for CP.
Purpose: This research is designed to develop and evaluate a flat-panel detector-based dynamic cone beam CT system for dynamic angiography imaging, which is able to provide both dynamic functional information and dynamic anatomic information from one multirevolution cone beam CT scan.
Methods: A dynamic cone beam CT scan acquired projections over four revolutions within a time window of 40 s after contrast agent injection through a femoral vein to cover the entire wash-in and wash-out phases. A dynamic cone beam CT reconstruction algorithm was utilized and a novel recovery method was developed to correct the time-enhancement curve of contrast flow.
A new complex multiple forklike ZnO nanostructure was fabricated by citric acid assisted annealing process. The complex multiple forklike ZnO nanostructure is composed of several nanorods. These nanorods grow from a thin platelet base and are parallel to each other to form complex multiple forklike ZnO nanostructure.
View Article and Find Full Text PDFObjective: The purpose of this study was to analyze the image of the lesion and give the sonographic diagnosis features of Zenker diverticulum.
Methods: Sonography was performed with a high-frequency linear array probe. The location, size, shape, and echogenicity of the Zenker diverticulum were recorded.