As artificial intelligence (AI) becomes more embedded in health care, the ability to accurately evaluate AI models is critical. In medical applications, where early diagnosis and anomaly detection are often key, selecting the right performance AI metrics can determine the…
As artificial intelligence (AI) becomes more embedded in health care, the ability to accurately evaluate AI models is critical. In medical applications, where early diagnosis and anomaly detection are often key, selecting the right performance AI metrics can determine the clinical success or failure of AI tools. If a health care AI tool claims to predict disease risk or guide treatment options, it must be rigorously validated to ensure its …
Around Christmas time every year, The BMJ publishes lighthearted feature articles and original, peer-reviewed research intended to ease physicians into the holiday season and help them escape the drudgery of practice. The 2024 collection of articles is no exception, with…
Around Christmas time every year, The BMJ publishes lighthearted feature articles and original, peer-reviewed research intended to ease physicians into the holiday season and help them escape the drudgery of practice. The 2024 collection of articles is no exception, with enticing papers like “How to transport a polar bear, and other idiosyncrasies in providing emergency medical services in the Arctic” and “Living happily ever after? The hidden health risks of Disney princesses.”
Charting: It's a word that can make even the most seasoned clinician's shoulders tense. In my journey as the nurse practitioner charting coach, I've uncovered the shared struggles clinicians face with charting overload, which is why I now teach nurse…
Charting: It’s a word that can make even the most seasoned clinician’s shoulders tense.
In my journey as the nurse practitioner charting coach, I’ve uncovered the shared struggles clinicians face with charting overload, which is why I now teach nurse practitioners actionable strategies to regain control of the charting process and restore their work-life balance. This article will dive into the impact of charting overload on clinicians and practical steps you …
Imagine if headlines proclaimed, "X-ray sees what doctors can't" or "Lab test outperforms physicians' clinical gestalt." Absurd, right? You can recognize how such claims distort the role these tools play in health care. So why do current narratives surrounding artificial…
Imagine if headlines proclaimed, “X-ray sees what doctors can’t” or “Lab test outperforms physicians’ clinical gestalt.” Absurd, right? You can recognize how such claims distort the role these tools play in health care. So why do current narratives surrounding artificial intelligence (AI) sound so similar?
It's important to highlight the significant progress being made to improve outcomes for men facing health challenges. Efforts to transform men's health focus on advancing awareness and reshaping how conditions such as prostate cancer are understood and treated. Globally, prostate…
It’s important to highlight the significant progress being made to improve outcomes for men facing health challenges. Efforts to transform men’s health focus on advancing awareness and reshaping how conditions such as prostate cancer are understood and treated.
Globally, prostate cancer remains one of the most significant health challenges faced by men. Fortunately, advancements in data science are offering promising solutions to improve outcomes. While traditional methods of tracking prostate cancer …
Like most physicians, I'm cautiously optimistic and sometimes skeptical about the AI-powered tools coming to health care. As a dermatologist, I understand the dire need in our profession to address administrative burdens that can be soul-crushing–the constant barrage of documentation…
Like most physicians, I’m cautiously optimistic and sometimes skeptical about the AI-powered tools coming to health care.
As a dermatologist, I understand the dire need in our profession to address administrative burdens that can be soul-crushing–the constant barrage of documentation needs, non-clinical paper shuffling, and ever-changing reporting requirements, to name a few. As a software executive, I also understand the deeply complex technical requirements needed to integrate AI into existing systems …
As artificial intelligence (AI) systems increasingly permeate our health care industry, it is imperative that physicians take a proactive role in evaluating these novel technologies. AI-driven tools are reshaping diagnostics, treatment planning, and risk assessment, but with this transformation comes…
As artificial intelligence (AI) systems increasingly permeate our health care industry, it is imperative that physicians take a proactive role in evaluating these novel technologies. AI-driven tools are reshaping diagnostics, treatment planning, and risk assessment, but with this transformation comes the responsibility to ensure that these systems are valid, reliable, and ethically deployed. A clear understanding of key concepts like validity, reliability, and the limitations of AI performance metrics is …
Imagine a world where chronic diseases like diabetes, heart disease, and hypertension—long-standing giants of global health care burden—are intercepted before they take root. A smartwatch buzzing with a warning of an irregular heartbeat. An app gently nudging someone to take…
Imagine a world where chronic diseases like diabetes, heart disease, and hypertension—long-standing giants of global health care burden—are intercepted before they take root. A smartwatch buzzing with a warning of an irregular heartbeat. An app gently nudging someone to take a short walk after hours of inactivity. For millions, these digital whispers are not just reminders but lifelines. In an age where chronic illnesses claim over 41 million lives annually, …
My vote for Time's Person of the Year is Artificial Intelligence (AI). I think AI is the most talked about and hyped (overhyped?) development of 2024, already transforming operations across numerous sectors, from manufacturing to financial services. In the health…
My vote for Time’s Person of the Year is Artificial Intelligence (AI). I think AI is the most talked about and hyped (overhyped?) development of 2024, already transforming operations across numerous sectors, from manufacturing to financial services. In the health sector, AI has ushered in groundbreaking advancements in several areas, including psychotherapy, substituting for therapists and also posing ominous portents for physicians. AI systems that learn …
The U.S. is grappling with a mental health crisis. The National Institute of Mental Health estimates that one in five US adults live with a mental illness. This includes disorders such as depression, anxiety, bipolar disorder, schizophrenia, and more, ranging…
The U.S. is grappling with a mental health crisis. The National Institute of Mental Health estimates that one in five US adults live with a mental illness. This includes disorders such as depression, anxiety, bipolar disorder, schizophrenia, and more, ranging in severity from mild-moderate to severe.
Telehealth has proven to be an effective tool in addressing the crisis by improving access to care, reducing stigma, and providing flexible, timely support.
Disclaimer: This is a broad generalization meant to spark reflection. While no one perfectly fits into generational boxes, these insights are designed to explore how each age group navigates the evolving world of artificial intelligence (AI). Generation Z (born 1997–2012):…
Disclaimer: This is a broad generalization meant to spark reflection. While no one perfectly fits into generational boxes, these insights are designed to explore how each age group navigates the evolving world of artificial intelligence (AI).
Generation Z (born 1997–2012): the digital natives
How they see AI: AI is like oxygen for Gen Z—essential, omnipresent, and often unnoticed. Growing up with smartphones, streaming algorithms, and social media platforms like TikTok and Instagram, …
In 1948, Claude Shannon revolutionized the world of communication with his theory of information, showing that precision and efficiency could emerge from chaos. Roughly 40 years earlier, Max Planck had done something similar in physics by discovering the rules of…
In 1948, Claude Shannon revolutionized the world of communication with his theory of information, showing that precision and efficiency could emerge from chaos. Roughly 40 years earlier, Max Planck had done something similar in physics by discovering the rules of quantum mechanics, reducing uncertainty in an unpredictable universe. These two minds, though working in entirely different fields, shared a common vision: to bring order out of entropy. Today, their legacies …
The journey of electronic health records (EHRs) mirrors my own professional transformation. As a practicing anesthesiologist at Moffitt Cancer Center in the early 2000s, I handwrote paper charts in an era when computers were already integral to other parts of…
The journey of electronic health records (EHRs) mirrors my own professional transformation. As a practicing anesthesiologist at Moffitt Cancer Center in the early 2000s, I handwrote paper charts in an era when computers were already integral to other parts of the hospital.
Relying on manual notes was frustrating and inefficient, so I jumped at the chance to help implement Moffitt’s anesthesia electronic record system. This effort sparked an interest in health …
Automation and artificial intelligence (AI) have been advancing steadily in health care, and anesthesia is no exception. A critical development in this area is the rise of closed-loop AI systems, which automatically control specific medical variables using feedback mechanisms. The…
Automation and artificial intelligence (AI) have been advancing steadily in health care, and anesthesia is no exception. A critical development in this area is the rise of closed-loop AI systems, which automatically control specific medical variables using feedback mechanisms. The primary goal of these systems is to improve the stability of key physiological parameters, minimize the repetitive workload on anesthesia practitioners, and, most importantly, enhance patient outcomes. For instance, closed-loop …
From defibrillators and ventilators to infusion pumps and dialysis equipment, Internet of Things (IoT) medical devices significantly enhance outpatient care. Patients can record and send measurements remotely, eliminating the need for follow-up visits. At the same time, these devices help…
From defibrillators and ventilators to infusion pumps and dialysis equipment, Internet of Things (IoT) medical devices significantly enhance outpatient care. Patients can record and send measurements remotely, eliminating the need for follow-up visits. At the same time, these devices help understaffed outpatient facilities that might not have the capacity to send caregivers for home visits. However, to ensure the optimal functionality of these IoT outpatient devices, original equipment manufacturers (OEMs) …
Artificial intelligence (AI) is transforming health care at extremely rapid rates. In this ever-evolving world of health care technology, clinicians should be searching for ways to optimize their workflow, improve patient care, and maintain a healthy work-life balance. One of…
Artificial intelligence (AI) is transforming health care at extremely rapid rates. In this ever-evolving world of health care technology, clinicians should be searching for ways to optimize their workflow, improve patient care, and maintain a healthy work-life balance. One of the most talked-about innovations lately is the AI medical scribe.
But many nurse practitioners, physicians, physician associates, and other health care providers are wondering: should clinicians actually use an AI medical …
I have been in health care and worked as a bedside nurse for more than 30 years now. Early in my career a surgeon said to me, "I could have made changes if I had that information sooner. I've had…
I have been in health care and worked as a bedside nurse for more than 30 years now. Early in my career a surgeon said to me, “I could have made changes if I had that information sooner. I’ve had 200 people on my operating room table during this time.”
The surgeon was referring to critical data within medical registries, which are used by clinicians to improve care delivery. Registries have …
Due to rising rates of burnout and depression among health care providers, the U.S. is looking at a projected shortfall of over 3.2 million health care workers by 2026. In parallel, the health care industry is grappling with a 13…
Due to rising rates of burnout and depression among health care providers, the U.S. is looking at a projected shortfall of over 3.2 million health care workers by 2026. In parallel, the health care industry is grappling with a 13 percent decline in provider productivity that is directly correlated with the increased adoption of electronic medical records (EMRs). This raises a critical question on …
The World Health Organization (WHO) reports that 4.5 billion people do not have access to primary care. In the US alone, the American Medical Association (AMA) claims 83 million Americans do not have access, and the National Association of Community…
The World Health Organization (WHO) reports that 4.5 billion people do not have access to primary care. In the US alone, the American Medical Association (AMA) claims 83 million Americans do not have access, and the National Association of Community Health Centers (NACHC) puts the number even higher at one-third of the US population or over 100 million, including many children (NACHC).
Since losing my brother, a cardiologist, to a misdiagnosis …
Kim Downey: Part of my work supporting physicians involves facilitating connections, both among physicians and with others who assist them. In this vein, I introduced Dr. Wael Saasouh to Lisa Scardina. Our discussion touched on AI, with Dr. Saasouh sharing…
Kim Downey:
Part of my work supporting physicians involves facilitating connections, both among physicians and with others who assist them. In this vein, I introduced Dr. Wael Saasouh to Lisa Scardina. Our discussion touched on AI, with Dr. Saasouh sharing positive ways we can use technology and Lisa offering her perspective on AI, which also stands for Appreciative Inquiry. How we connect and have conversations matters! We talked about hope and …
