Earth Science | Remote Sensing Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolution Multispectral Satellite Imagery. August 30, 2021
Obstetrics/Gynecology | Radiology Mask-R[Formula: see text]CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images. June 22, 2021
Material Science | Microscopy Deep Learning Based Instance Segmentation of Titanium Dioxide Particles in the Form of Agglomerates in Scanning Electron Microscopy. April 30, 2021
Neurology | Oncology | Radiology A Novel Deep Learning Method for Recognition and Classification of Brain Tumors from MRI Images. April 30, 2021
Urology Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy. April 28, 2021
Radiology Cascaded Localization Regression Neural Nets for Kidney Localization and Segmentation-free Volume Estimation. February 19, 2021
Neurosurgery Automated vision-based microsurgical skill analysis in neurosurgery using deep learning: Development and preclinical validation. February 15, 2021
Pathology Instance segmentation for whole slide imaging: end-to-end or detect-then-segment. January 11, 2021
Radiology | Speech-Language Pathology Automated Bolus Detection in Videofluoroscopic Images of Swallowing Using Mask-RCNN. October 6, 2020
Pathology A shape context fully convolutional neural network for segmentation and classification of cervical nuclei in Pap smear images. August 23, 2020
Dermatology | Medical Imaging | Wound Care Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning. May 27, 2020