Publications by authors named "I A G Cunha"

The expanding scale and complexity of microscopy image datasets require accelerated analytical workflows. NanoPyx meets this need through an adaptive framework enhanced for high-speed analysis. At the core of NanoPyx, the Liquid Engine dynamically generates optimized central processing unit and graphics processing unit code variations, learning and predicting the fastest based on input data and hardware.

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Antimicrobial resistance is currently one of the biggest challenges in controlling infectious diseases and was listed among the top 10 threats to global health by the World Health Organization (WHO) in 2023. The antibiotics misuse has led to the widespread emergence of antimicrobial resistance, marking the beginning of the alarming increase in antibiotic resistance. In this context, Antimicrobial Photodynamic Therapy (aPDT) has garnered significant attention from the scientific community due to its potential to effectively eliminate multidrug-resistant pathogenic bacteria and its low propensity to induce drug resistance, which bacteria can quickly develop against traditional antibiotic treatments.

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Article Synopsis
  • Machine learning is changing image processing and analysis, especially in microscopy, by automating tasks and uncovering visual patterns.
  • The review examines the importance of data characteristics like quantity and content in choosing the right ML models for microscopy applications.
  • It also discusses the uses of ML in cell biology, including data curation and prediction, while addressing challenges and risks, suggesting ways to mitigate them.
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Background: Although people with HIV have a markedly higher risk of anal squamous cell carcinoma (ASCC), there are few evaluations of anal Pap screening determinants within safety-net HIV clinics.

Method: We conducted an evaluation of anal Pap screening correlates within a safety-net HIV clinic in Miami. Medical records were reviewed for 298 people ages 45 and older receiving HIV primary care.

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Accumulating research has supported the potential for body positivity content on Instagram to challenge predominant appearance ideals and promote a healthier body image. However, research in diverse groups is lacking - in particular, individuals with a disability have largely been neglected. Using #Disabled #BodyPositivity, this analysis examined the content of 623 body positive posts on Instagram.

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