Search Tag: predictive analytics
2025 18 Nov
Artificial intelligence is moving from promise to practice across senior living, with organisations reporting growing optimism alongside practical constraints. Recent survey data indicates that leaders now view AI as a positive force for managing communities and many have begun deploying tools for analytics, engagement and operational support....Read more
2025 18 Nov
Artificial intelligence is moving from promise to practice across senior living, with organisations reporting growing optimism alongside practical constraints. Recent survey data indicates that leaders now view AI as a positive force for managing communities and many have begun deploying tools for analytics, engagement and operational support....Read more
2025 18 Nov
Artificial intelligence is moving from promise to practice across senior living, with organisations reporting growing optimism alongside practical constraints. Recent survey data indicates that leaders now view AI as a positive force for managing communities and many have begun deploying tools for analytics, engagement and operational support....Read more
2025 04 Nov
Healthcare leaders see strong potential for artificial intelligence to support population health, clinical decision support and predictive analytics, yet the value of these tools depends on the reliability of the underlying data. Fragmented, poorly standardised information risks amplifying errors and blind spots when scaled through machine learning....Read more
2025 23 Oct
Hospitals frequently encounter delays when patients remain in beds after they are clinically ready to leave. Each additional hour can slow admissions from the emergency department (ED), reduce surgical throughput and increase pressure on staff, with implications for safety and quality. Longer-than-necessary stays are linked to complications, hospital-acquired...Read more
2025 23 Oct
Hospitals frequently encounter delays when patients remain in beds after they are clinically ready to leave. Each additional hour can slow admissions from the emergency department (ED), reduce surgical throughput and increase pressure on staff, with implications for safety and quality. Longer-than-necessary stays are linked to complications, hospital-acquired...Read more
2025 06 Oct
Health systems face persistent pressure to reduce hospital readmissions, yet outcomes from post-discharge programmes vary across settings and target conditions. An integrated approach evaluated whether causal machine learning could help allocate care coordination resources to patients most likely to benefit despite being at lower baseline risk....Read more
2025 29 Sep
Hospitals reported broadening use of predictive artificial intelligence (AI) across clinical and operational workflows between 2023 and 2024, with adoption rising from 66% to 71% among non-federal acute care providers. Integration within the electronic health record (EHR) remains the dominant route, reflecting the technology’s embedding in day-to-day...Read more
2025 29 Sep
Hospitals reported broadening use of predictive artificial intelligence (AI) across clinical and operational workflows between 2023 and 2024, with adoption rising from 66% to 71% among non-federal acute care providers. Integration within the electronic health record (EHR) remains the dominant route, reflecting the technology’s embedding in day-to-day...Read more
2025 29 Sep
Hospitals reported broadening use of predictive artificial intelligence (AI) across clinical and operational workflows between 2023 and 2024, with adoption rising from 66% to 71% among non-federal acute care providers. Integration within the electronic health record (EHR) remains the dominant route, reflecting the technology’s embedding in day-to-day...Read more
2025 18 Aug
Healthcare systems face rising pressures from demographic shifts, chronic disease and financial demands. Effective clinical care requires precise and timely decisions, yet the growing complexity of medical data challenges traditional approaches. Clinical decision support systems (CDSSs) were developed to assist healthcare professionals by providing...Read more
2025 18 Aug
Healthcare systems face rising pressures from demographic shifts, chronic disease and financial demands. Effective clinical care requires precise and timely decisions, yet the growing complexity of medical data challenges traditional approaches. Clinical decision support systems (CDSSs) were developed to assist healthcare professionals by providing...Read more
2025 18 Aug
Healthcare systems face rising pressures from demographic shifts, chronic disease and financial demands. Effective clinical care requires precise and timely decisions, yet the growing complexity of medical data challenges traditional approaches. Clinical decision support systems (CDSSs) were developed to assist healthcare professionals by providing...Read more
2025 18 Aug
Accurate recognition of patient deterioration has long been a cornerstone of safe and effective hospital care. The structured recording of vital signs dates back to the 19th century and was strengthened by the introduction of the National Early Warning Score (NEWS) in the United Kingdom in 2012, later updated to NEWS2 in 2017. This scoring system...Read more
2025 18 Aug
Accurate recognition of patient deterioration has long been a cornerstone of safe and effective hospital care. The structured recording of vital signs dates back to the 19th century and was strengthened by the introduction of the National Early Warning Score (NEWS) in the United Kingdom in 2012, later updated to NEWS2 in 2017. This scoring system...Read more
2025 18 Aug
Accurate recognition of patient deterioration has long been a cornerstone of safe and effective hospital care. The structured recording of vital signs dates back to the 19th century and was strengthened by the introduction of the National Early Warning Score (NEWS) in the United Kingdom in 2012, later updated to NEWS2 in 2017. This scoring system...Read more
2025 14 Apr
Hospitals and health systems are operating under immense financial pressure. From inflation to staffing shortages and inadequate reimbursement rates, today’s healthcare leaders face a complex and demanding environment that puts both operational efficiency and patient care quality at risk. Although some hospitals are beginning to stabilise, many...Read more
2025 02 Apr
Care coordination lies at the heart of hospital efficiency, where bed availability, patient transitions and timely discharges are tightly interlinked. Yet, discharge schedules are often fluid and unpredictable, driven by a complex mix of clinical factors and care logistics. This variability not only disrupts care planning but also contributes...Read more
2025 02 Apr
Care coordination lies at the heart of hospital efficiency, where bed availability, patient transitions and timely discharges are tightly interlinked. Yet, discharge schedules are often fluid and unpredictable, driven by a complex mix of clinical factors and care logistics. This variability not only disrupts care planning but also contributes...Read more
2025 03 Mar
Healthcare AI is advancing at an unprecedented pace, with the industry continuously adapting to new developments and regulatory considerations. Discussions at the recent ViVE conference highlighted the widespread adoption of AI solutions, as well as the challenges in determining the most effective ways to deploy and regulate these technologies....Read more
2025 03 Mar
Healthcare AI is advancing at an unprecedented pace, with the industry continuously adapting to new developments and regulatory considerations. Discussions at the recent ViVE conference highlighted the widespread adoption of AI solutions, as well as the challenges in determining the most effective ways to deploy and regulate these technologies....Read more
2025 09 Feb
Artificial intelligence has already made significant inroads in healthcare, streamlining administrative tasks and enhancing clinical decision-making. Today, AI assists in medical coding, supports radiologists in reviewing diagnostic imagery and even derives diagnoses from electronic health record (EHR) notes. However, the future of AI in healthcare...Read more
2025 09 Feb
Artificial intelligence has already made significant inroads in healthcare, streamlining administrative tasks and enhancing clinical decision-making. Today, AI assists in medical coding, supports radiologists in reviewing diagnostic imagery and even derives diagnoses from electronic health record (EHR) notes. However, the future of AI in healthcare...Read more
2024 29 Nov
Discover how visionary leadership and skilled talent are transforming healthcare. This issue explores AI-driven care, digital health tools, leadership frameworks, and innovation shaping the future of patient outcomes and organisational success. Read more
2024 29 Nov
The AI-Driven Talent Revolution in Healthcare marks a transformative shift as AI technologies enhance patient care and streamline operations. By leveraging tools like machine learning and natural language processing, AI enables personalised treatments and predictive analytics, improving outcomes and efficiency. However, challenges such as workforce...Read more
2024 29 Nov
Multidisciplinary teams in healthcare, enhanced by technology experts, offer a comprehensive approach to patient care. By incorporating data analysts and AI specialists, teams can utilise real-time health data from wearables and digital platforms, improving diagnostic accuracy and enabling personalised treatments. As digital health data grows,...Read more
2024 26 Nov
Efficient patient throughput across the acute care journey is critical for enhancing healthcare outcomes and operational effectiveness. Ensuring patients are treated in the most appropriate care setting at every stage of their journey prevents unnecessary delays that can compromise recovery and limit hospital capacity. Poor throughput, such as...Read more
2024 04 Nov
The evolution of digital technology has significantly influenced the healthcare sector, especially in enhancing service efficiency and patient care. Among these advancements, the digital twin stands out as a sophisticated concept that creates real-time digital representations of physical systems. This technology offers healthcare providers a powerful...Read more
2024 03 Nov
Population health has been a significant focus of public health for many years, but it gained renewed attention during the COVID-19 pandemic. The crisis revealed critical weaknesses in healthcare systems worldwide and underscored the importance of tracking the spread of disease and understanding the social and technological barriers communities...Read more