All the models are trained on the private dataset collected from several hospitals in France and the test dataset from the Champalimaud Foundation, Lisbon, Portugal.Footnote 1 The dataset contains 391 volumes of 4561 CT images collected from 391 patients of different ages. All the CT image volumes...
3). Though these findings are an indication that the inclusion of more data alone may not lead to better performance, it is worth noting that these four largest sites used for the independent model training represent comprehensive cancer centers (compared to hospitals in community settings) with ...
Cancer requires interdisciplinary intersectoral care. The Care Coordination Instrument (CCI) captures patients’ perspectives on cancer care coordination. We aimed to translate, adapt, and validate the CCI for Germany (CCI German version). The original E
Recent legislation in the US, including the 2021 Hospital Price Transparency Final Rule and the No Surprises Act of 2022, require hospitals to post payer-specific negotiated prices for all services, creating a unique opportunity to understand variation in hospital pricing. While there has been much...
They constructed a multi-agent model for distributed classification tasks for cancer diagnosis with the help of multiple hospitals and using four different ML classifiers, including SVM, Naive Bayesian, Neural Network, and Logistic Regression. Based on the results, they argued that sharable information...
Study Variables Demographic and clinical variables were examined as categorical and are defined in eTable 1 in the Supplement. Race and ethnicity were reported by participating hospitals and classified as Hispanic individuals, non-Hispanic Black individuals, non-Hispanic White individuals, and other, whi...
CLINICAL TREATMENT In many countries of East Asia the clinical emphasis within cancer control programs is for better access to treatment and diagnostic services outside of the major cities so that specialist cancer hospitals are being designated, as in Japan, or regional cancer ...
1 and Tim Eisen2 1Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Box 193, Hills Road, Cambridge CB2 0QQ, UK and 2Department of Oncology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK Renal cell carcinoma (RCC) ...
IHC can be performed in the pathology laboratories of all major hospitals, and the results can be obtained within a few days. IHC requires more stains (the median number of IHC stain used in our study was six), and the antibody selection for IHC examination relies mainly on pathologist’s ...
Cervical cancer is one of lethal cancers in women. As a global concern, identifying important factors of cancer is a useful strategy for prevention. Due to the role of diet/nutrition factors for cancer, the purpose of our study was to determine the impac