Plastic waste turned into Parkinson’s Drug L-DOPA in breakthrough discovery

Scientists have engineered bacteria to turn waste plastic bottles into the Parkinson’s disease drug L-DOPA, offering a breakthrough for reducing plastic pollution and advancing sustainable drug production Scientists at the University of Edinburgh have developed a groundbreaking method to transform plastic waste into a key drug used to treat Parkinson’s disease. By using genetically engineered […]

Analysis of intellectual property strategies across different categories of digital therapeutics

Advances in digital technology and the coronavirus disease (COVID-19) pandemic have accelerated the digital transformation of healthcare. Digital therapeutics (DTx), which deliver evidence-based interventions through digital means to treat or prevent diseases, are expected to generate significant value in modern healthcare. Strategic intellectual property (IP) protection for DTx is essential to support development costs, including […]

Comparative performance of ChatGPT-5 and DeepSeek on the Chinese ultrasound medicine senior professional title examination

BackgroundLarge language models (LLMs) have shown growing potential for medical education and assessment, but evidence on their performance in specialty certification exams in China—particularly in ultrasound medicine—remains limited.ObjectiveTo compare the performance of ChatGPT-5 and DeepSeek on the Chinese Ultrasound Medicine Senior Professional Title Examination, overall and by item type.MethodsBetween August and September 2025, we randomly […]

Depression detection using deep learning and large language models from multimodalities

Depression is a complex psychiatric disorder that affects neural functioning, cognition, emotion, and behavior, making objective assessment a persistent clinical challenge. Traditional diagnostic methods depend on subjective interpretation, whereas recent advances in deep learning have enabled automated, data-driven detection across physiological and behavioral modalities. Among unimodal approaches, electroencephalography (EEG) remains the most widely used due […]

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