AIMC Topic: Lymphatic System

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Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images.

Medical image analysis Feb 27, 2018
Accurate segmentation of perivascular spaces (PVSs) is an important step for quantitative study of PVS morphology. However, since PVSs are the thin tubular structures with relatively low contrast and also the number of PVSs is often large, it is chal...
Humans Neural Networks, Computer Algorithms Brain Reproducibility of Results Sensitivity and Specificity Imaging, Three-Dimensional Magnetic Resonance Imaging Pattern Recognition, Automated Image Enhancement Lymphatic System
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Predicting lymphatic transport potential using graph transformer based on limited historical data from in vivo studies.

Journal of controlled release : official journal of the Controlled Release Society Aug 10, 2025
The lymphatic system hosts a large number of therapeutic targets that can be used to modulate a wide range of diseases including cancers, autoimmune and inflammatory disorders, infectious diseases and metabolic syndrome; however, drug access to the l...
Humans Animals Pharmaceutical Preparations Models, Biological Biological Transport Lymphatic System
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Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
As many algorithms depend on a suitable representation of data, learning unique features is considered a crucial task. Although supervised techniques using deep neural networks have boosted the performance of representation learning, the need for a l...
Neural Networks, Computer Algorithms Dietary Supplements Data Collection Lymphatic System
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