Publications by authors named "F Jason"
Background: Plant-based diets offer more beneficial microbes and can modulate gut microbiomes to improve human health. We evaluated the effects of the plant-based OsomeFood Clean Label meal range ('AWE' diet), on the human gut microbiome.
Methods: Over 21 days, ten healthy participants consumed OsomeFood meals for five consecutive weekday lunches and dinners and resumed their regular diets for other days/meals.
Comparison of error rates between four pretrained DenseNet convolutional neural network models and 13 board-certified veterinary radiologists when evaluating 15 labels of canine thoracic radiographs.
Hespel Adrien-Maxence Boissady Emilie De La Comble Alois Acierno Michelle Alexander Kate Fuerst Jason
Vet Radiol Ultrasound
July 2022
Article Synopsis
- This study analyzes the accuracy of four convolutional neural networks (CNNs) in evaluating canine thoracic radiographs compared to 13 veterinary radiologists, using a set of 50 radiographic studies as a reference.
- The research established a gold standard through evaluations by three board-certified veterinary radiologists, focusing on 15 specific thoracic labels, and found that the CNNs generally performed similarly, with some variations based on training methods.
- Overall, the veterinary radiologists outperformed the CNNs, showing lower error rates, particularly for five of the 15 labels, though two CNNs did excel in identifying esophageal dilation, prompting further exploration into AI's role in veterinary radiology