A SVM Based System Model for Personalized Medication Management

Abstract

The proposed the design of an innovative personalized medication management system named Medicatex was modelled, with a primary focus on delivering tailored information to consumers, who are the central users of this proposed solution. This paper highlights the system's distinctive features and its capacity to provide personalized insights into various facets of the medications individuals take and their overall health conditions. The intention is to enhance consumers' awareness regarding the positive benefits of adhering to their medication regimens, while also elucidating the potential consequences associated with specific medications. By equipping consumers with this personalized information, they gain insight into the characteristics of various medications and discover diverse approaches to enhance their overall health. This paper presents a systematic approach to consolidating essential medication information aimed at enhancing patient understanding and safety. The proposed framework centralizes on five fundamental modules. The "Uses" module enumerates the indications for the drug, providing comprehensive insights into its therapeutic benefits and potential off-label uses. In the "Dosage" module, precise dosing regimens are detailed, including variations for different populations and adjustments needed for specific clinical scenarios. "Precautions" are meticulously outlined to inform healthcare providers and patients of necessary measures to mitigate risks, including drug interactions and use in special populations such as pregnant or breastfeeding women. The "Side Effects" module catalogs the spectrum of possible adverse effects, stratified by severity and frequency, and offers guidance on management strategies. Collectively, these modules aim to empower patients with knowledge, promote medication adherence, and minimize the incidence of medication errors, ultimately contributing to improved healthcare outcomes.The "News" module tells the recent news on the disease .The "Educational Tips" provides the information about the diet.