Colorectal Surgery | Medical Informatics | Oncology Construction and validation of machine learning models for predicting distant metastases in newly diagnosed colorectal cancer patients: A large-scale and real-world cohort study. March 16, 2024
Radiology A novel loss function to reproduce texture features for deep learning-based MRI-to-CT synthesis. December 3, 2023
Hepatology | Oncology | Radiology A multitask deep learning radiomics model for predicting the macrotrabecular-massive subtype and prognosis of hepatocellular carcinoma after hepatic arterial infusion chemotherapy. October 6, 2023
Ophthalmology Deep Learning-Based Automatic Diagnosis of Keratoconus with Corneal Endothelium Image. September 4, 2023
Medical Imaging | Radiation Oncology | Radiology Improving accelerated 3D imaging in MRI-guided radiotherapy for prostate cancer using a deep learning method. July 1, 2023
Ophthalmology | Pathology Deep learning classification of uveal melanoma based on histopathological images and identification of a novel indicator for prognosis of patients. June 2, 2023
Ophthalmology Prediction of Early Visual Outcome of Small-Incision Lenticule Extraction (SMILE) Based on Deep Learning. February 24, 2023
Machine Learning | Oncology | Surgery Development of a machine learning algorithm to predict complications of total laparoscopic anterior resection and natural orifice specimen extraction surgery in rectal cancer. January 18, 2023
Oncology | Radiation Oncology | Radiology Real-time 3D MRI reconstruction from cine-MRI using unsupervised network in MRI-guided radiotherapy for liver cancer. December 13, 2022
Other Non-line-of-sight imaging and tracking of moving objects based on deep learning. October 12, 2022
Bioinformatics | Computational Biology | Oncology Uncertainty-aware dynamic integration for multi-omics classification of tumors. August 4, 2022
Medical Physics | Radiation Oncology Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy. April 21, 2022