Machine-learning guided Venom Induced Dermonecrosis Analysis tooL: VIDAL.

ABSTRACT: Snakebite envenoming is a global public health issue that causes significant morbidity and mortality, particularly in low-income regions of the world. The clinical manifestations of envenomings vary depending on the snake's venom, with paralysis, haemorrhage, and necrosis being the most common and medically relevant effects. To assess the efficacy of antivenoms against dermonecrosis, a preclinical testing approach involves in vivo mouse models that mimic local tissue effects of cytotoxic snakebites in humans. However, current methods for assessing necrosis severity are time-consuming and susceptible to human error. To address this, we present the Venom Induced Dermonecrosis Analysis tooL (VIDAL), a machine-learning-guided image-based solution that can automatically identify dermonecrotic l

SUBMITTER: Laprade W 

PROVIDER: S-EPMC10709447 | biostudies-literature | 2023 Dec

REPOSITORIES: biostudies-literature