Medical Imaging | Oncology | Radiology Deep learning for colorectal cancer detection in contrast-enhanced CT without bowel preparation: a retrospective, multicentre study. June 7, 2024
Oncology | Radiology Multi-task reconstruction network for synthetic diffusion kurtosis imaging: Predicting neoadjuvant chemoradiotherapy response in locally advanced rectal cancer. March 10, 2024
Oncology | Radiology Multicenter Evaluation of a Weakly Supervised Deep Learning Model for Lymph Node Diagnosis in Rectal Cancer on MRI. February 14, 2024
Oncology | Pathology | Radiology A CT-based multitask deep learning model for predicting tumor stroma ratio and treatment outcomes in patients with colorectal cancer: a multicenter cohort study. February 13, 2024
Oncology | Radiology Enhancing brain metastasis prediction in non-small cell lung cancer: a deep learning-based segmentation and CT radiomics-based ensemble learning model. January 3, 2024
Pathology | Radiology CoTrFuse: a novel framework by fusing CNN and transformer for medical image segmentation. August 22, 2023
Pathology Using less annotation workload to establish a pathological auxiliary diagnosis system for gastric cancer. April 12, 2023
Oncology | Radiology Deep learning radiomics of ultrasonography for comprehensively predicting tumor and axillary lymph node status after neoadjuvant chemotherapy in breast cancer patients: A multicenter study. November 19, 2022
Oncology | Radiology | Surgery Dual-Input Transformer: An End-to-End Model for Preoperative Assessment of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Ultrasonography. October 20, 2022
Medical Imaging | Radiology O-Net: A Novel Framework With Deep Fusion of CNN and Transformer for Simultaneous Segmentation and Classification. June 20, 2022
Computer Science | Pathology A Deep Learning Quantification Algorithm for HER2 Scoring of Gastric Cancer. June 16, 2022
Oncology | Radiology Special issue “The advance of solid tumor research in China”: Prognosis prediction for stage II colorectal cancer by fusing CT radiomics and deep-learning features of primary lesions and peripheral lymph nodes. April 29, 2022