However, due to the uneven distribution of labeled nodes in graphs, only a limited subset of unlabeled nodes can directly access the labeled nodes. This disconnection between the labeled and unlabeled ...

Allergy symptoms may include a runny nose, congestion, coughing, wheezing, itching, and sometimes, swollen lymph nodes. Lymph nodes are small, bean-shaped organs that help remove harmful ...

In rare cases, endometriosis may spread to the lymph nodes and cause swelling. However, if a person with endometriosis has lymph node swelling, it is more likely due to a viral infection such as ...

A joint research team has announced that it is possible to detect and precisely remove metastatic lymph nodes during endometrial cancer surgery using neo-mannosyl human serum albumin-indocyanine ...

Avoiding lymph node removal can decrease lymphedema risk and postoperative pain, enhancing patient quality of life. Personalized treatment plans should consider whether lymph node information would ...

In patients with rectal cancer, having persistent lymph node metastases after neoadjuvant chemoradiotherapy is associated with worse overall survival outcomes and higher rates of recurrence and ...

Official Pytorch implementation of Arxiv 2023 paper "UNREAL:Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification" Extremely skewed label distributions are common in ...

Then, we group the labeled data into multiple one-label sets by category. In a class-wise manner, we initialize the nodes of the graph with one-label and unlabeled features, which are then fed into ...

The popliteal lymph nodes lie in the tissues behind a person’s knee. Many conditions can cause them to swell, such as infections and autoimmune conditions. It is rare for cancer to affect the ...

Cancer treatment routinely involves taking out lymph nodes near the tumor in case they contain metastatic cancer cells. But new findings from a clinical trial by researchers at UC San Francisco and ...