## 4 Results
### Monit4 Healthy Platform Development
#### 4.2.3 Medical Professional Interface  
Designed to facilitate real-time patient management and health monitoring, the Monit4 Healthy clinician dashboard serves as a main control panel through which healthcare professionals can oversee patient data, manage device assignments, and promptly respond to sensor-triggered alerts issued by the devices within the Monit4 Healthy system. The clinician dashboard provides an exhaustive overview of all monitored patients, ensuring that the medical professionals have instant access to patient health information. A centralized table \"Ultimii pacienti monitorizati (Last Monitored Patients)\" presents the key patient details, including the first and last name of the patient, their e-mail, and personal identification code (\"CNP\"), alongside the assigned medical devices (\"Dispoz  
Figure 12: The Medical Results section in the patient’s platform interface. This section of the Monit4 Healthy patient platform enables users to review detailed medical evaluations and historical health data. It consolidates diagnostic results, laboratory findings, and physician observations in a structured format. The interface supports secure access to medical documents, visual summaries of health trends, and export options for sharing data with healthcare professionals. This functionality enhances patient engagement and facilitates continuity of care through transparent access to individualized medical records. tive asociate (Associated Devices)\"), offering a clear understanding of the monitoring capabilities available for each patient. On the right panel of the interface, a series of statistics are displayed within cards to assist the clinician in resource allocation and patient monitoring. The \"Numarul de pacienti monitorzati curent (Number of currently monitored patients)\", \"Dispozitive nealocate (Number of unassigned devices)\", \"Pacienti Monitorzati (Monitored Patients)\", and \"Alerte noi (New Alerts)\" are meant for trend analysis in order to detect potential deteriorations in the patients' conditions. As Figure 14 illustrates, at the bottom of the dashboard, the \"Istoricul Alertelor (Alert History)\" section provides a chronological view of past alerts, allowing medical professionals to track variations in patient health status. The Monit4 Healthy platform offers an efficient patient management interface, allowing clinicians to associate and dissociate medical devices as needed. This section includes a structured table \"Pacienti si Dispozitive (Patients and Devices)\" that lists the patients and their associated devices, for the clear visualization of ongoing monitoring activities. Interactive features such as a dropdown menu \"Alege dispozitiv (Choose a device)\" and the \"Atribuie Dispozitiv (Assign the device)\" button allow the medical professional to select and assign an available medical device to a patient. Once a selection has been made, the platform ensures integration with the patient's records. Similarly, if a device is no longer relevant for monitoring a certain patient's health status, it can be dissociated from the patient profile, by pressing the \"Sterge Dispozitiv (Remove device)\" button, therefore allowing for the optimal distribution of the devices among the monitored patients. Additionally, the list of patients under the clinician's care can be modified dynamically, providing flexibility for managing assigned patients, with the medical professionals being able to eliminate a patient with \"Sterge Pacient (Remove a Patient)\" from their patient list. Figure 13: The Recommendations section in the patient platform interface. This section provides personalized health advice, lifestyle recommendations, and system-generated alerts based on the analysis of physiological data collected by Monit4 Healthy devices. It offers users tailored guidance aimed at improving health outcomes, supporting self-management, and fostering proactive engagement in personal health monitoring.