… image tiles from the whole slide histopathologyimage of NSCLC to conduct the image … classify each tile representation into either recurrence or non-recurrence. The authors first build a …
… Predicting tumorrecurrence and survival for lungcancer patients is important in treatment … complexity of lungcancerpathologyimages, predicting patient outcome from lungcancer WSI …
Y Zhang, Z Yang, R Chen, Y Zhu, L Liu, J Dong… - NPJ digital …, 2024 - nature.com
… b The percentage histogram showing the recurrence and non-recurrence proportion in low-, … d The percentage histogram showing the recurrence and non-recurrence proportion in low-, …
… To study the prediction of gene mutations from histopathologyimages, we modified the inception v3 to perform multitask classification rather than a single-task classification. Each …
JK Yun, GD Lee, S Choi, YH Kim, DK Kim… - … Lung Cancer …, 2022 - ncbi.nlm.nih.gov
… When cancerrecurrence was suspected on chest CT images, … resonance imaging (MRI) and other imaging techniques were … NSCLC, brain assessment with imaging at 6 and 12 months …
F Akram, JL Wolf, TE Trandafir, AMC Dingemans… - Lung Cancer, 2023 - Elsevier
… network (CNN) using multi-scale pathologyimages to predict the prognosis of patients with … no LUAD recurrence prediction studies have been published that incorporate image-based …
… pathologyimages to create a unified predictor of recurrence in early stage NSCLC. Additionally we show in this work that the combination of radiomic and pathomic features allows for …
Y Yang, J Yang, Y Liang, B Liao, W Zhu, X Mo… - Frontiers in …, 2021 - frontiersin.org
… metastasis and recurrence, has brought a significantly … stained pathological images of lung cancer tissues, as well as to … 180 whole slice images (WSIs) of lungcancer downloaded from …
J Yang, J Ju, L Guo, B Ji, S Shi, Z Yang, S Gao… - Computational and …, 2022 - Elsevier
… lungcancer … cancer patients with H&E-stained histologicalimages were downloaded from the TCGA database. 26% of the patients were younger than 50 years old when breast cancer …