Search results for "prognosis prediction"
showing 2 items of 2 documents
BCLC strategy for prognosis prediction and treatment recommendation: The 2022 update.
2022
Treatment for hepatocellular carcinoma (HCC) has experienced major advancements since the last update of the official Barcelona Clinic Liver Cancer (BCLC) prognosis and treatment strategy published in 2018. Advancements in the field have emerged in all areas, but in this manuscript, we present those that have primed a change in the strategy and comment why some encouraging data in select interventions are still considered immature and in need of further research to gain their incorporation into an evidence-based model for clinicians and researchers. Finally, we describe the critical insight and expert knowledge that is needed to take clinical decisions in individual patients so that the rec…
Multimodal Deep Learning for Prognosis Prediction in Renal Cancer
2021
BackgroundClear-cell renal cell carcinoma (ccRCC) is common and associated with substantial mortality. TNM stage and histopathological grading have been the sole determinants of a patient’s prognosis for decades and there are few prognostic biomarkers used in clinical routine. Management of ccRCC involves multiple disciplines such as urology, radiology, oncology, and pathology and each of these specialties generates highly complex medical data. Here, artificial intelligence (AI) could prove extremely powerful to extract meaningful information to benefit patients.ObjectiveIn the study, we developed and evaluated a multimodal deep learning model (MMDLM) for prognosis prediction in ccRCC.Desig…