## 4 Results
### Monit4 Healthy Platform Development
#### 4.2.3 Medical Professional Interface
As shown in Figure 15, this section offers an overview of the assigned patients, therefore ensuring optimal device allocation and resource usage. Figure 14: The Monit4 Healthy medical professional dashboard. This dashboard provides healthcare professionals with real-time access to patient data, including vital signs, monitoring trends, and alert notifications. It enables efficient patient management through data visualization tools, customizable reports, and secure access to longitudinal health records, supporting informed clinical decision making and timely interventions. Figure 15: The Patients section from the medical professional’s interface. This section allows clinicians to view and manage their assigned patients, providing a summary of each patient’s monitoring status, recent alerts, and key health parameters. The interface supports efficient navigation through patient profiles, enabling streamlined access to individualized health data and historical records for continuous care management. The Devices section provides an overview of medical device assignments, with an integrated calendar facilitating a clear visualization of assignment history. This functionality ensures that all device assignments are properly documented. The section includes two tables: \"Pacienti Monitorizati (Monitored Patients)\" detailing monitored patients along with their assigned devices, mapping the patients to the physiological parameters tracked; and \"Dispozitive (Devices)\", acting as an inventory of all medical devices within the system. This offers medical professionals an overview of available resources and contributes to optimizing device allocations. The Devices page from the clinician's interface can be viewed in Figure 16.  
The Medical Results section of the Monit4 Healthy platform serves as an interface for accessing and analyzing patient data collected from multiple connected devices. This section integrates real-time data visualization, filtering mechanisms, and customizable graphical representations, offering flexible access to medical professionals to patient metrics. The interface offers a structured and easily navigable layout, with a left-side panel displaying a list of all monitored patients alongside their relevant information such as names, assigned medical devices, and available data records. Upon selecting a patient, the most relevant medical results are displayed, organized into structured tables, each corresponding to a different monitoring device, as illustrated in Figure 17. The system allows for a detailed examination of patient data, with timestamps ensuring a clear chronological perspective on health trends. To further strengthen accessibility, the platform includes sorting and filtering options, allowing clinicians to refine the dataset based on specific timeframes, or parameters of interest. A core feature of this section is the ability to graphically represent medical data by clicking the \"Genereaza grafic (Generate a graph)\" button, providing a more intuitive way to interpret the evolution of patient health status. Users can select specific physiological  
Figure 16: The Devices section from the medical professional’s interface. This section displays all active Monit4 Healthy devices assigned to patients, including their operational status, device identifiers, and recent data transmission logs. Medical professionals can monitor the connectivity and functionality of each device in real time, ensuring seamless data acquisition and prompt identification of technical issues. parameters for visualization, generating dynamic graphs that highlight fluctuations over time, aiding in the early detection of health deterioration or improvement. * The History of Medical Recommendations section of the Monit4 Healthy platform is designed to facilitate the review of past clinical guidance provided to patients. This section provides an interactive interface incorporating a dropdown menu, allowing clinicians to select a specific patient.