Control theory | Fluid Mechanics | Turbulence Identifying regions of importance in wall-bounded turbulence through explainable deep learning. May 13, 2024
Oral and maxillofacial radiology Deep learning-based automatic segmentation of the mandibular canal on panoramic radiographs: A multi-device study. April 4, 2024
Ecology | Environmental Science | Remote Sensing Characterising the distribution of mangroves along the southern coast of Vietnam using multi-spectral indices and a deep learning model. March 3, 2024
Gynecology | Oncology | Radiology Enhancing the Accuracy of Lymph-Node-Metastasis Prediction in Gynecologic Malignancies Using Multimodal Federated Learning: Integrating CT, MRI, and PET/CT. November 14, 2023
Pathology Digital labeling for 3D histology: segmenting blood vessels without a vascular contrast agent using deep learning. June 21, 2023
Orthopedics | Radiology Deep-learning-based biomarker of spinal cartilage endplate health using ultra-short echo time magnetic resonance imaging. May 14, 2023
Cardiology Electrocardiogram lead conversion from single-lead blindly-segmented signals. November 29, 2022
Oncology | Radiology Automatized Hepatic Tumor Volume Analysis of Neuroendocrine Liver Metastases by Gd-EOB MRI-A Deep-Learning Model to Support Multidisciplinary Cancer Conference Decision-Making. June 2, 2021
Medical Imaging | Oncology | Radiology Comparison of deep learning synthesis of synthetic CTs using clinical MRI inputs. October 29, 2020
Geoinformatics | Remote Sensing | Urban Planning Identifying Informal Settlements Using Contourlet Assisted Deep Learning. May 14, 2020
Endocrinology | Genetics | Medical Informatics Single-cell ATAC-Seq in human pancreatic islets and deep learning upscaling of rare cells reveals cell-specific type 2 diabetes regulatory signatures. February 7, 2020
Ophthalmology Automatic Detection of Cone Photoreceptors With Fully Convolutional Networks. November 18, 2019