FAST-Forwarddelayed early skin reactionsPurpose: Over the past three decades, the fractionation of radiotherapy for breast cancer has evolved, with a trend towards hypofractionated regimens. The Fast-Forward trial evaluated a radiotherapy protocol in five daily fractions, offering a potentially effective ...
Ordinal metric learning was used to train the FastGlioma model and included fine-tuning the slide encoder and a one layer linear slide scorer. Tumour-infiltration labels were balanced by whole-slide oversampling of the minority classes during training. The model was trained with a batch size of ...
Each temporal frame of the dynamic phantom was numerically forward-projected into the sinogram domain of the simulated scanner, accounting for photon attenuation. Pseudo-random Poisson noise was added to the ground-truth sinogram 100 times, generating 100 independent noisy realizations of the same ...
Our approach involved the concurrent analysis of the tumor's clinical and molecular profiles, in addition to the makeup of the associated microbiome. Patient stratification may see improvements, and the way forward for research into the mechanisms of microbiota-tumor interaction is pointed to by our...
The forward (explicit) Euler method was used to perform the numerical integration using 1- and 2-min time steps to fit the HEK293 and PANC-1 data, respectively. Weighted least-square optimization was used to generate new flux and initial concentration estimates based on the difference between ...
A stop gradient operation acts as the identity function during the forward pass while having zero gradient during the backward pass. The first term in the objective function optimizes the reconstruction of the encoder and decoder, the second term is used to update the codebook, and the third ...
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Imaging of the human breast lumpectomy sample (before returning to Duke Medical Center Surgical Pathology) was conducted in accordance with all relevant guidelines and regulations, under a protocol approved by Duke University's Institutional Review Board— informed consent was obtained from the patient ...
A) 15 M-elements forward mesh, B) comprising anatomically accurate material properties: gray matter (transparent gray), white matter (blue), and CSF (red), and C) a 100 k hexahedral elements inverse mesh, were used to access the accuracy. D) Localization error was calculated throughout the...
the cell, for example, by transfecting the cell with DNA constructs which encode these proteins or polypeptides. Alternatively, cell types which normally contain one or more of the proteins or polypeptides can be used, such as normal breast, colon, thymus, or muscle cells, or related cell ...