Summary: This paper describes the development of a deep learning model for prediction of hip fractures on pelvic radiographs (X-rays).Developed using over 40,000 pelvic radiographs from a single institution, COLOR FUSION the model demonstrated high sensitivity and specificity when applied to a test set of emergency department radiographs.This study
Osteoarthritis (OA) is a principal cause of aches and disability worldwide.It is characterized by the inflammation of the bone leading to degeneration and loss of cartilage function.Factors, including diet, age, and obesity, impact and/or lead to osteoarthritis.In the past few years, OA has received considerable scholarly attention owing to its inc
The popular dietary supplements of Ginkgo biloba (Ginkgo) products have been reported to have anti-cancer activities in multiple cellular and animal studies, with the benefits yet to be proven with clinical trials.The mechanisms of action are not clear, forming a barrier to investigation in Gingko-specific benefits to cancer patients, especially St
To solve the information overload problem of multimodal answers in community pregnancy question answering (CQA), this paper proposes a multimodal representative answer extraction method.First, the method of similarity calculation between multimodal answers is constructed, and multimodal clustering is used to cluster answers.Then, a binary multi-obj
Automatic analysis of colocalizing biological structures in multi-channel fluorescence microscopy images is an Décoration important task to quantify and understand biological processes at high spatial-temporal resolution.Here, we introduce a software suite for colocalization analysis of spot-like objects in multi-channel fluorescence microscopy im