Publications by authors named "Mark Tran"

Article Synopsis
  • The study explores how well contemporary large language models (LLMs) can analyze radiology board-style questions that include images, testing their multimodal capabilities.
  • Researchers evaluated 280 selected questions using three formats (multimodal, image-only, text-only) with three LLMs: GPT-4V, Gemini 1.5 Pro, and Claude 3.5 Sonnet, applying statistical tests to analyze their performance.
  • Results showed that while GPT-4V and Gemini performed similarly across different input types, Claude 3.5 Sonnet excelled with text and multimodal inputs, but underperformed with image-only inputs, indicating the limitations of LLMs in utilizing images for improved performance in radiology contexts
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Background The burgeoning interest in ChatGPT as a potentially useful tool in medicine highlights the necessity for systematic evaluation of its capabilities and limitations. Purpose To evaluate the accuracy, reliability, and repeatability of differential diagnoses produced by ChatGPT from transcribed radiologic findings. Materials and Methods Cases selected from a radiology textbook series spanning a variety of imaging modalities, subspecialties, and anatomic pathologies were converted into standardized prompts that were entered into ChatGPT (GPT-3.

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Aims: Delivery of cardiac rehabilitation (CR) was challenged during the pandemic caused by the Coronavirus disease (COVID-19), due to government stay-at-home directives which restricted in-person programmes. The Australian state of Victoria experienced the longest and most severe COVID-19 restrictions and was in lockdown for ∼6 months of 2020. We aimed to explore (i) clinicians' experiences and perceptions and (ii) identify barriers and enablers, for delivering CR during the COVID-19 pandemic.

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Articular cartilage is a complex tissue with unique properties that are essential for normal joint function. Many processes can result in cartilage injury, ranging from acute trauma to degenerative processes. Articular cartilage lacks vascularity, and therefore most chondral defects do not heal spontaneously and may require surgical repair.

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Novel food items represent important food resources for generalist scavengers, such as intertidal hermit crabs. For animals that rely heavily on olfaction to mediate foraging, their first encounters with novel food items come from the detection of novel food odors. Although crustaceans have been shown to possess sensory mechanisms for processing novel odors, little is known about the level of stimulus reinforcement needed to maintain behavioral responses to novel food odors upon subsequent exposures.

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The vertical zonation patterns of intertidal organisms have been topics of interest to marine ecologists for many years, with interspecific food competition being implicated as a contributing factor to intertidal community organization. In this study, we used behavioral bioassays to examine the potential roles that interspecific aggression and food competition have on the structuring of intertidal hermit crab assemblages. We studied two ecologically similar, sympatric hermit crab species, Clibanarius digueti [1] and Paguristes perrieri [2], which occupy adjacent zones within the intertidal region of the Gulf of California.

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Laminin-332 is critical for squamous cell carcinoma (SCC) tumorigenesis, but targeting it for cancer therapy has been unachievable due to key role of laminin-332 in promoting tissue integrity. Here, we show that a portion of laminin-332, termed G45, which is proteolytically removed and absent in normal tissues, is prominently expressed in most human SCC tumors and plays an important role in human SCC tumorigenesis. Primary human keratinocytes lacking G45 (DeltaG45) showed alterations of basal receptor organization, impaired matrix deposition, and increased migration.

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Cryptococcal infections are seen mainly in immunocompromised hosts. The cutaneous manifestations of infection can include papules, plaques, nodules, vesicles, ulcers, ecchymosis, and, rarely, cellulitis. Cryptococcal meningitis is a life-threatening complication of this disease.

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