As a result, an overlap-tile technique can be used to process images of any size, with the stride determined by the output-tile form. Missing context is extrapolated by reflecting the input image to predict pixels in the image’s border region. Fig. 2 architecture of UNet (for example, ...
Figure 4 CT scanning of the modern fruit specimen; top view (a) and side view (b), transverse sections in the endocarp (c,d) Ov ovules; longitudinal section (Se seed) (e), and the shape and form of the whole cone (f). Full size image Microchemical analysis of the archaeobotanical...
ISRSL0: compressed sensing MRI with image smoothness regularized-smoothed ℓ0 norm Article Open access 16 October 2024 Low-dose CBCT reconstruction via joint non-local total variation denoising and cubic B-spline interpolation Article Open access 11 February 2021 Introduction...
Subsequently, it is combined with the processed clinical features and the results in Resnet50 + MLP (the classification probability of mRECIST) to form a covariate. Multivariate Cox regression analyzed covariates and ultimately determined the variables required to construct the model. The Kaplan-...
The tumors were annotated by drawing on every 5th axial slice and then using linear interpolation to form the 3D annotation of the tumor. Annotations touching either air or bones were automatically removed by thresholding to speed up the annotation process, followed by inspection and potential ...
2022;49(4):1187–99. Article PubMed Google Scholar Qiu W, Duan N, Chen X, Ren S, Zhang Y, Wang Z, Chen R. Pancreatic ductal adenocarcinoma: machine learning-based quantitative computed tomography texture analysis for prediction of histopathological Grade. Cancer Manag Res. 2019;11:9253–...
5 out of 5 stars review 12/4/2024 Run don't walkFeeling under the weather is a pure day/night burden. You just wanna feel better and fast ! This is my go to solution.. it works great and doesn't raise my blood pressure or irritate my tummy. Easy to swallow and no crummy a...
2024;30(1):139-49. Zhao P, Yu T, Pan Z. Prognostic value of the baseline 18F-FDG PET/CT metabolic tumour volume (MTV) and further stratification in low-intermediate (L-I) and high-intermediate (H-I) risk NCCNIPI subgroup by MTV in DLBCL MTV predict prognosis in DLBCL. Ann Nucl ...
Selles, M., Wellenberg, R.H.H., Slotman, D.J. et al. Image quality and metal artifact reduction in total hip arthroplasty CT: deep learning-based algorithm versus virtual monoenergetic imaging and orthopedic metal artifact reduction. Eur Radiol Exp 8, 31 (2024). https://doi.org/10.1186...
The methods used are presented in tabular form and an in-depth evaluation of the individual layers of the scaffold as well as the advantages and technical limitations of each method are listed. Full size image Our newly developed pump-assisted perfusion technology for the CAM model allows for a...