Solutions to vision tasks in gastrointestinal endoscopy (GIE) conventionally use image encoders pretrained in a supervised manner with ImageNet-1k as backbones.However, the use of modern self-supervised pretraining algorithms and a recent dataset of 100k unlabelled GIE images (Hyperkvasir-unlabelled) may allow for Health improvements.In this work,
Abstract Background Choriocarcinoma is a very rare cause of ocular metastasis.Only 18 Oval Baker male patients have been reported on, 4 of whom survived, but with significant loss of vision.Case presentation A 26-year-old Caucasian man, suffering from testicular choriocarcinoma with pulmonary, cerebral, renal, hepatic and osseous metastases, underw
Species endemic to mountains on oceanic islands are subject to a number of existing threats (in particular, invasive species) along with the impacts of a rapidly changing climate.The Lord Howe Island endemic palm Hedyscepe canterburyana is restricted to two mountains above 300 m altitude.Predation by the introduced Black Rat (Rattus rattus) is know
The subject of research is the process of paying off the warp Suspension threads from the beam and ensuring the tension stability on the looms by means of friction warp regulators.The characteristics of the parameters that change during the paying off the warp threads from the beam and affect the static tension of the warp threads are shown in the