Overcoming data scarcity in life-threatening arrhythmia detection through transfer learning by Giuliana Monachino, Beatrice Zanchi, Michael Wand, Giulio Conte, Athina Tzovara, Francesca Dalia Faraci

“…Additionally, a confidence estimation procedure is introduced to enable emergency service pre-alerts in case of low-confidence detections. …”
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Weaponizing cognitive bias in autonomous systems: a framework for black-box inference attacks by Shiyong Chu, Yuwei Chen

“…Controlled experiments demonstrate that minimal structural cues can consistently induce priority inversions across multiple models, and joint analysis of model justifications and confidence estimates reveals systematic distortions in inferred threat relevance even when inputs are symmetrical. …”
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Behavioral Signature of Equine Gastric Discomfort? Preliminary Retrospective Clinical Observations by Catherine Torcivia, Sue M. McDonnell

“…Although a larger prospectively designed study is needed to confidently estimate the sensitivity and specificity or the associations of behavior with the type or severity of gastric disease, these results confirm our long-held clinical impression of a behavioral signature for gastric discomfort in the horse.…”
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