Limb salvage prediction in peripheral artery disease patients using angiographic computer vision.

Background: Peripheral artery disease (PAD) outcomes often rely on the expertise of individual vascular units, introducing potential subjectivity into disease staging. This retrospective, multicenter cohort study aimed to demonstrate the ability of artificial intelligence (AI) to provide disease staging based on inter-institutional expertise by predicting limb outcomes in post-interventional pedal angiograms of PAD patients, specifically in comparison to the inframalleolar modifier in the Global Limb Anatomic Staging System (IM GLASS).

Methods: We used computer vision (CV) based on the MobileNetV2 model, implemented via TensorFlow.

Ayahuasca enhances the formation of hippocampal-dependent episodic memory without impacting false memory susceptibility in experienced ayahuasca users: An observational study.

Background: Ayahuasca is an Amazonian brew with 5-HT-dependent psychedelic effects taken by religious groups globally. Recently, psychedelics have been shown to impair the formation of recollections (hippocampal-dependent episodic memory for specific details) and potentially distort memory while remembering. However, psychedelics spare or enhance the formation of familiarity-based memory (cortical-dependent feeling of knowing that a stimulus has been processed).

Endoscopic Minimally Invasive Approach Versus Median Sternotomy for Multiple-Valve Surgery: A Propensity-Matched Analysis.

Introduction: Endoscopic minimally invasive valve surgery is a promising alternative to valve surgery through median sternotomy. Our study compared the short-term outcomes of patients undergoing endoscopic minimally invasive multiple concomitant valve surgeries (MIMVS) with median sternotomy (MS).

Methods: Demographic, clinical, and procedural data of all consecutive patients who underwent multiple-valve surgeries at two institutions in Germany from March of 2017 to March of 2023 were retrospectively collected.

How Psychedelics Modulate Multiple Memory Mechanisms in Posttraumatic Stress Disorder.

Posttraumatic stress disorder (PTSD) is a psychiatric disorder with defining abnormalities in memory, and psychedelics may be promising candidates for the treatment of PTSD given their effects on multiple memory systems. Most PTSD and psychedelic research has investigated memory with fear conditioning and extinction. While fruitful, conditioning and extinction provide a limited model of the complexity of PTSD and phenomenology of psychedelics, thereby limiting the refinement of therapies.

An Integrated theory of false insights and beliefs under psychedelics.

Psychedelics are recognised for their potential to re-orient beliefs. We propose a model of how psychedelics can, in some cases, lead to false insights and thus false beliefs. We first review experimental work on laboratory-based false insights and false memories.