In the United States, approximately 5% of outpatients (around 12 million adults) receive incorrect diagnoses, particularly for serious medical conditions, posing risks to patient safety. Medical diagnosis plays a pivotal role in Healthcare by determining the presence or absence of diseases, guiding treatment decisions, and ultimately impacting patient outcomes. However, the complexity and cognitive demands […]
By 2030, the global Healthcare AI market is set to soar to nearly $188 billion. Though this sounds promising, we must tackle the critical shortage of almost 18 million healthcare professionals globally. This includes 5 million fewer doctors amid the rising demands of an aging population. In response to these challenges, artificial intelligence (AI) is […]
Introduction In the digital age, healthcare institutions use data to improve patient care, treatment outcomes, and medical research. However, this surge in data utilization has raised concerns about patient data protection and privacy. Federated Learning (FL) and Quantum-Safe Cryptography (QSC) have emerged as innovative solutions to address these concerns while preserving the benefits of data-driven […]
Healthcare information contains sensitive and personal health information (PHI) about an individual’s health history, diagnoses, treatments, and other personal information. The COVID-19 pandemic has highlighted the importance of healthcare information security, as the volume of sensitive health information being collected, stored, and shared has increased dramatically. With the widespread adoption of telemedicine and remote patient […]