In this paper, we develop the theory of probabilistic relaxation when the objects to be labeled are arranged in a rectangular grid with known adjacency relations. In this case a dictionary of permissible label configurations is available... P,Papachristou,M,... - 《IEEE Transactions on Systems...
Herein we present an interesting image of an active thyroid nodule that showed Tc-99m MDP uptake in a prostate cancer patient... Derya ayr,M Araz,afak Akn,... - 《Molecular Imaging & Radionuclide Therapy》 被引量: 0发表: 2017年 αvβ3 mediated tumor imaging using 99mTc labeled NAD/mo...
Each dataset comprises two sets of labels obtained from two different observers, with the first observer considered as the ground truth (GT). The DRIVE dataset is a commonly used dataset for retinal vessel segmentation, consisting of a total of 40 labeled retinal vessel images, each with a ...
We also provide COYO-Labeled-300M by adding machine-generated vision labels to a subset of COYO-700M for comparison with the JFT-300M. We first removed the duplicated images by image_phash. Then, we labeled 300M unique images into 21,841 classes by EfficientNetV2-XL trained with Image...
20 manually labeled human brain MR images are used to train and assess the MAP-QMRF classifier using the jackknife validation method. Comparing the results of the proposed classifier and FreeSurfer on the Dice overlap measure shows an average gain of 1.8%. We have performed a power analysis to...
In some cases, the proximity of structures with similar intensity distorted the LP results: e.g., parts of the parahippocampal gyrus were labeled as hippocampus in two cases. Conclusion: The size and shape of anatomical structures can be determined reliably usin...
In the baseline, we translate the labeled images from source to target domain in an unsupervised manner. We then train re-ID models with the translated images by supervised methods. Yet, being an essential part of this framework, unsupervised image-image translation suffers from the information ...
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Peptidergic dense-core vesicles are involved in packaging and releasing neuropeptides and peptide hormones—critical processes underlying brain, endocrine and exocrine function. Yet, the heterogeneity within these organelles, even for morphologically defined vesicle types, is not well characterized because of...
Images of immunofluorescence-labeled microglia before and after segmentation. An example of processed paired images of Iba-1 immunolabeled microglia in cerebral cortex (layer III; Upper panel) of wild-type, non-transgenic (‘Resting’) and of HIVgp120tg mice (‘Activated’), and the accompanying...