Oncology | Radiation Therapy | Radiology Gaussian filter facilitated deep learning-based architecture for accurate and efficient liver tumor segmentation for radiation therapy. July 5, 2024
Dermatology | Medical Imaging | Oncology Improving skin cancer detection by Raman spectroscopy using convolutional neural networks and data augmentation. July 4, 2024
Oncology | Radiology Application of CT and MRI images based on artificial intelligence to predict lymph node metastases in patients with oral squamous cell carcinoma: a subgroup meta-analysis. July 3, 2024
Radiation Oncology | Radiology A transformer-based multi-task deep learning model for simultaneous T-stage identification and segmentation of nasopharyngeal carcinoma. July 1, 2024
Clinical Data Science | Colorectal Surgery | Oncology Construction of a predictive model for postoperative hospitalization time in colorectal cancer patients based on interpretable machine learning algorithm: a prospective preliminary study. July 1, 2024
Oncology | Radiology Multiparametric MRI-based radiomics approach with deep transfer learning for preoperative prediction of Ki-67 status in sinonasal squamous cell carcinoma. June 28, 2024
Dentistry | Maxillofacial Surgery | Radiology Odontogenic cystic lesion segmentation on cone-beam CT using an auto-adapting multi-scaled UNet. June 27, 2024
Oncology | Radiology | Urology A semi-automatic deep learning model based on biparametric MRI scanning strategy to predict bone metastases in newly diagnosed prostate cancer patients. June 26, 2024
Pathology Histopathology-based breast cancer prediction using deep learning methods for healthcare applications. June 19, 2024
Gynecology | Medical Imaging | Radiation Oncology PRT-Net: a progressive refinement transformer for dose prediction to guide ovarian transposition. June 17, 2024
Computer Science | Gastroenterology Optical diagnosis in still images of colorectal polyps: comparison between expert endoscopists and PolyDeep, a Computer-Aided Diagnosis system. June 7, 2024
Oncology | Radiology Deep learning driven diagnosis of malignant soft tissue tumors based on dual-modal ultrasound images and clinical indexes. June 7, 2024