Radiation Oncology | Radiology A transformer-based multi-task deep learning model for simultaneous T-stage identification and segmentation of nasopharyngeal carcinoma. July 1, 2024
Oncology | Pathology | Radiology Biology-guided deep learning predicts prognosis and cancer immunotherapy response. August 23, 2023
Oncology | Radiology Non-invasive tumor microenvironment evaluation and treatment response prediction in gastric cancer using deep learning radiomics. August 9, 2023
Oncology | Radiology Synthetic-to-real domain adaptation with deep learning for fitting the intravoxel incoherent motion model of diffusion-weighted imaging. October 29, 2022
Neurology | Oncology | Radiology Image-based deep learning identifies glioblastoma risk groups with genomic and transcriptomic heterogeneity: a multi-center study. August 24, 2022
Hepatology | Oncology | Radiology IVIM using convolutional neural networks predicts microvascular invasion in HCC. June 17, 2022
Oncology | Radiology | Surgery Predicting peritoneal recurrence and disease-free survival from CT images in gastric cancer with multitask deep learning: a retrospective study. April 24, 2022
Radiology A fully automatic artificial intelligence-based CT image analysis system for accurate detection, diagnosis, and quantitative severity evaluation of pulmonary tuberculosis. November 29, 2021
Medical Imaging | Oncology | Radiology An attention-based deep learning model for predicting microvascular invasion of hepatocellular carcinoma using an intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging. September 1, 2021
Medical Imaging | Oncology | Radiology Radiographical assessment of tumour stroma and treatment outcomes using deep learning: a retrospective, multicohort study. May 28, 2021
Radiology Cycle-Consistent Generative Adversarial Network: Effect on Radiation Dose Reduction and Image Quality Improvement in Ultralow-Dose CT for Evaluation of Pulmonary Tuberculosis. March 19, 2021
General Surgery | Oncology | Radiology Noninvasive Prediction of Occult Peritoneal Metastasis in Gastric Cancer Using Deep Learning. January 5, 2021