Search Results - Dawei Yang
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Dual-Stream Contrastive Learning for Medical Visual Representations Using Synthetic Images Generated by Latent Diffusion Model
Published 2025-01-01Get full textDeep learning-based medical image processing methods can enhance diagnostic accuracy while significantly accelerating clinical decision workflows. However, in order to learn better visual representations, such approaches usually need substantial amount of expert-annotated data, which are highly cost...
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The relationship between the timing of lung surgery and postoperative pulmonary complications in patients after SARS-CoV-2 infection: a prospective cohort study
Published 2025-07-01Get full textBackgroundPatients with a positive test for SARS-CoV-2 prior to elective surgery early in the pandemic have an elevated risk of perioperative mortality and pulmonary complications. Post-SARS-CoV-2 infection, pulmonary sequelae persist beyond the acute stage, necessitating recovery periods spanning m...
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Histoculture drug response assay predicts chemotherapy efficacy and improves survival in gastrointestinal cancers
Published 2025-07-01Get full textBackgroundThe high incidence, substantial mortality, and marked heterogeneity in chemotherapy responses among gastrointestinal tumors accentuate the imperative for individualized treatment strategies. This study aims to evaluate the reliability and clinical significance of the histoculture drug resp...
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OM‐85, a Bacterial Lysate, Reduces Pulmonary Nodule Malignant Probability: A Retrospective Study
Published 2025-07-01Get full textABSTRACT Introduction The current clinical management of pulmonary nodules relies heavily on CT follow‐up, without early intervention. This retrospective study investigated the efficacy of OM‐85, a standardized lysate of human respiratory bacteria, in the treatment of high‐risk pulmonary nodules det...
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