proposed a modified model of CNN which was called CapsNet for the tumor classification from brain MRI. Their work was to classify the brain tumor into 3 three classes (meningioma, glioma, and pituitary). They used CapsNet and employed the spatial connection with the neighboring tissues of the ...
Top anatomy diagrams including images of human anatomy systems, human body, organs, bones and muscles
The sought-after conversion of that information into an Artificial Percept in which a "cartoon" of the situation is formed with labeled targets giving their appearance (pose and size) and location. This is a primitive percept. The machine no longer has an image. Instead it "knows" what ...
After the experts checked the images, they were made available to the public. In the Joseph Paul Cohen dataset, image types are MERS, SARS, COVID-19, etc. The data of 76 images labeled with COVID-19 were selected for this study [13]. The second COVID-19 dataset consists of the ...
This study addresses the critical challenge of detecting brain tumors using MRI images, a pivotal task in medical diagnostics that demands high accuracy and interpretability. While deep learning has shown remarkable success in medical image analysis, the
and sizes and the changes in the shapes and sizes of anatomical and pathological structures for a large collection of patient image data. For example, the efficacy of a drug to treat multiple sclerosis is measured by the reduction in the sizes of the MS lesions on MR images of the brain....
Three-dimensional (3D) reconstruction of human organs has gained attention in recent years due to advances in the Internet and graphics processing units. In the coming years, most patient care will shift toward this new paradigm. However, development of
The crown jewel of HTBG is Onomea Falls. Originating on the slopes of Mauna Kea, Onomea Stream stair-steps its way through the garden, forming one of the most beautiful waterfalls on the entire island. I’ve always been drawn to the tumbling water and lush foliage of Onomea Falls, and ...
Fig. 1. Various examples of challenging images from MVDI25K dataset. The objects labeled with green bounding boxes are all impurities, including cell debris (such as epithelial cell debris), naked nucleus (no cytoplasm and cell membrane), drugs, crystals, starch granules, oil drop, etc. In ...
While infection regions of the lung, related to COVID-19 (e.g., nodule and GGO) are usually located in regions of the CT image, the category of each CT image is labeled at the entire image level, rather than the region-level. That is, many regions are actually unrelated to the class...