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Disentangled representation learning for multi-view clustering via von Mises-Fisher hyperspherical embedding

Author(s): Li Z; Luo Z; Bouguila N; Su W; Fan W;

Multi-view clustering has gained significant attention due to its ability to integrate data from diverse perspectives, frequently outperforming single-view approaches. However, existing methods often assume a Gaussian distribution within the latent embedding space, which can degrade performance when handling high-dimensional data or data with complex, non ...

Article GUID: 40664160


Joint enhancement of automatic chest x-ray diagnosis and radiological gaze prediction with multistage cooperative learning

Author(s): Qiu Z; Rivaz H; Xiao Y;

Background: As visual inspection is an inherent process during radiological screening, the associated eye gaze data can provide valuable insights into relevant clinical decision processes and facilitate computer-assisted diagnosis. However, the relevant techniques are still under-explored. Purpose: With deep learning becoming the state-of-the-art for com ...

Article GUID: 40665596


Shear Stress and Microbubble-Mediated Modulation of Endothelial Cell Immunobiology

Author(s): Memari E; Singh D; Alkins R; Helfield B;

Cellular immunotherapy remains hindered in the context of solid tumors due to the immunosuppressive microenvironment, in which key endothelial cell adhesion molecules (CAM) are suppressed. Microbubble-mediated focused ultrasound is being explored for targeted immunotherapy and can exert local shear stress upon neighboring endothelial cells. However, fluid ...

Article GUID: 40657183


Microfluidic Liquid Biopsy Minimally Invasive Cancer Diagnosis by Nano-Plasmonic Label-Free Detection of Extracellular Vesicles: Review

Author(s): Neriya Hegade KP; Bhat RB; Packirisamy M;

Cancer diagnosis requires alternative techniques that allow for early, non-invasive, or minimally invasive identification. Traditional methods, like tissue biopsies, are highly invasive and can be traumatic for patients. Liquid biopsy, a less invasive option, detects cancer biomarkers in body fluids such as blood and urine. However, early-stage cancer oft ...

Article GUID: 40650129


Unintended consequences of measuring gestational weight gain: how to reduce weight stigma in perinatal care

Author(s): Alberga AS; Incollingo Rodriguez AC; Nagpal TS;

In this commentary, we discuss how the practice of measuring gestational weight gain may perpetuate weight stigma and resultant discrimination if not thoughtfully assessed. We offer suggestions to reduce the likelihood of weight stigma and discrimination in perinatal care settings.

Article GUID: 40652172


Deformable detection transformers for domain adaptable ultrasound localization microscopy with robustness to point spread function variations

Author(s): Gharamaleki SK; Helfield B; Rivaz H;

Super-resolution imaging has emerged as a rapidly advancing field in diagnostic ultrasound. Ultrasound Localization Microscopy (ULM) achieves sub-wavelength precision in microvasculature imaging by tracking gas microbubbles (MBs) flowing through blood vessels. However, MB localization faces challenges due to dynamic point spread functions (PSFs) caused by ...

Article GUID: 40640235


Inferring concussion history in athletes using pose and ground reaction force estimation and stability analysis of plyometric exercise videos

Author(s): Alves W; Babouras A; Martineau PA; Schutt D; Robbins S; Fevens T;

Concussions present a significant risk to athletes, with females exhibiting higher rates and prolonged recovery times than males. Current sideline concussion detection methods, such as the King-Devick test commonly used as a rapid screening tool designed to evaluate eye movement, attention, language, and cognitive processing abilities suffer from validity ...

Article GUID: 40632382


Investigating the effects of a randomized, double-blinded aerobic, resistance, and cognitive training clinical trial on neurocognitive function in older adults with cardiovascular risk factors: the ACTIONcardioRisk protocol

Author(s): Bherer L; Vrinceanu T; Dupuy EG; Gayda M; Vincent T; Magnan PO; Mohammadi H; Gauthier C; Gagnon C; Duchesne S; Erickson KI; Gagnon D; Lesage F; Lupien S; Poirier J; Dubé MP; Thorin É; Juneau M; Breton J; Belleville S; Ferland G; Gaudreau ...

Background: Lifestyle factors like exercise and cognitive stimulation might help improve cognitive performance in older adults. However, studies investigating this, reported mixed results. Most of the data supporting the benefit of exercise comes from cross-sectional studies, cohort studies, or s ...

Article GUID: 40625372


Unraveling "Feeling Bad" in a Non-Western Culture: Achievement Emotions in Japanese Medical Students

Author(s): Nomura O; Sunohara M; Akatsu H; Wiseman J; Lajoie SP;

Introduction: The Medical Emotion Scale has been translated into Japanese (J-MES) and validated for cross-cultural emotion research in medical education. However, its applicability for extracting Japanese cultural aspects of medical students' emotions has not been examined. This study aimed to explore the underlying latent constructs related to cultur ...

Article GUID: 40625926


Fortifying the Rasamsonia emersonii secretome with recombinant cellobiohydrolase (GH7) for efficient biomass saccharification

Author(s): Raheja Y; Singh V; Gaur VK; Sharma G; Tsang A; Chadha BS;

GH7 cellobiohydrolases (CBH1s) are essential for depolymerizing crystalline cellulose, yet the hypercellulolytic thermophile Rasamsonia emersonii secretes them only in low amounts, leaving a gap in its native enzyme cocktail. To see whether a cognate CBH1 could fill this gap and how it stacks up against the industrial workhorse strain Trichoderma reesei C ...

Article GUID: 40622460


Electro-washing of pipelines spills: On-site strategies for different soil matrices

Author(s): Rajaei E; Elektorowicz M;

Crude oil remains a dominant global energy source but spills from pipelines, and reservoirs pose significant environmental and health risks. Remediating petroleum hydrocarbon (PHC)-contaminated soils is critical yet challenging, especially in fine-grained matrices where conventional methods underperform. In this context, electro-washing (EW), either in-si ...

Article GUID: 40614426


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