Biomaterial Research | Machine Learning | Materials Science A study of forecasting the Nephila clavipes silk fiber’s ultimate tensile strength using machine learning strategies. June 30, 2024
Deformation Simulation | Virtual Surgery Elastic parameter identification of three-dimensional soft tissue based on deep neural network. April 17, 2024
Other Nacre-like block lattice metamaterials with targeted phononic band gap and mechanical properties. March 22, 2024
Biomedical Engineering | Material Science Physics-informed UNets for discovering hidden elasticity in heterogeneous materials. November 21, 2023
Orthopedics | Radiology The synergy of synchrotron imaging and convolutional neural networks towards the detection of human micro-scale bone architecture and damage. November 22, 2022
Orthopedics | Radiology Segmentation of trabecular bone microdamage in Xray microCT images using a two-step deep learning method. November 3, 2022
Dermatology | Radiology A deep learning model for burn depth classification using ultrasound imaging. November 15, 2021
Bioengineering | Biomaterials ColGen: An end-to-end deep learning model to predict thermal stability of de novo collagen sequences. November 10, 2021
Orthopedics | Radiology Can DXA image-based deep learning model predict the anisotropic elastic behavior of trabecular bone? September 20, 2021
Orthopedics | Radiology Deep learning approach to assess damage mechanics of bone tissue. August 27, 2021
Biomedical Engineering | Cardiology A deep learning application to approximate the geometric orifice and coaptation areas of the polymeric heart valves under time – varying transvalvular pressure. February 20, 2021