Personalization of treatment based on biomarkers

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Definition Central to the personalized medicine approach is the utilization of biomarkers—measurable indicators of biological processes, pathogenic processes, or pharmacologic responses to a therapeutic intervention. Biomarkers enable clinicians to make informed decisions about diagnosis, prognosis, and therapy selection, enhancing treatment efficacy and patient outcomes. Pharmacodynamic Biomarkers Pharmacodynamic biomarkers are crucial for assessing a drug’s biological…

Blood exam classification for predicting defining factors in metabolic syndrome diagnosis and other related conditions

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Abstract In this paper, we reported on recent findings from our research on investigating the link between a person’s standard biochemistry profile (based on blood exams), body mass index (BMI), metabolism as health state and Systolic Blood Pressure (SBP). Our current findings expand upon our previous related research, which was based on the use of…

Cognitive Network Evaluation Toolkit for Medical Domains (COGNET-MD) COGNET-MD

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Abstract Large Language Models (LLMs) constitute a breakthrough state-of-the-art Artificial Intelligence (AI) technology which is rapidly evolving and promises to aid in medical diagnosis either by assisting doctors or by simulating a doctor’s workflow in more advanced and complex implementations. In this technical paper, we outline Cognitive Network Evaluation Toolkit for Medical Domains (COGNET-MD), which…