Skip to content
MarketScale

Healthcare · Topic

Clinical Ai

22 articles from Healthcare practitioners

AI Moves from Promise to Practice, Transforming Clinical Care Across the U.S., Philips Report Finds

New findings show AI helping clinicians expand capacity, reduce burnout and deliver better care for more people amid rising demand, workforce shortages and increasing costs

MarketScale Newsroom·Jun 9, 2026
Growing Without Compromise: How Vision Radiology Balances Scale, AI, and Clinical Quality

Growing Without Compromise: How Vision Radiology Balances Scale, AI, and Clinical Quality

Radiology sits at the center of a modern healthcare squeeze: imaging volumes are climbing, hospitals need faster reads, and there simply are not enough radiologists to meet demand the old way. At the same time, remote work and AI are reshaping what a clinical practice can look like. The challenge is no longer whether…

Chip Rosales·Jun 4, 2026

GE HealthCare receives FDA 510(k) clearance for MIM Contour ProtégéAI+ 2.0, advancing AI-enabled radiation therapy planning with expanded clinical capabilities

Marking the evolution of MIM AI-enabled auto-contouring software, MIM Contour ProtégéAI+ 2.0 introduces new models, including a Magnetic Resonance (MR) Brain model, as well as an updated Computed Tomography (CT) Male Pelvis model, expanding clinical capabilities across key anatomical regions.

MarketScale Newsroom·Jun 3, 2026
The Best Healthcare Platforms Are Built on Clear Communication, AI-Human Collaboration, and a Deep Understanding of the “Why”

The Best Healthcare Platforms Are Built on Clear Communication, AI-Human Collaboration, and a Deep Understanding of the “Why”

Healthcare is being pushed to modernize faster than ever, as AI tools, virtual care, and digital patient experiences shift from innovation to expectation. Recent survey data from McKinsey & Company indicates that about half of U.S. healthcare leaders say their organizations have

Kevin Stevenson·May 4, 2026
Healthcare’s 2026 Reality: Growing Workforce Gaps, Tiered Access, and the Rise of AI Support

Healthcare’s 2026 Reality: Growing Workforce Gaps, Tiered Access, and the Rise of AI Support

Healthcare systems are entering 2026 under mounting pressure. A growing, aging population and rising disease burden are colliding with persistent workforce shortages—highlighted by projections that new cancer diagnoses in the U.S. will surpass two million this year alone. The stakes are no longer theoretical: delays in care, limited specialist access, and widening disparities are…

Kevin Stevenson·Apr 20, 2026
From Denial to Access: Rethinking Oncology Care Through AI, Clinical Trials, and Patient-Centered Innovation

From Denial to Access: Rethinking Oncology Care Through AI, Clinical Trials, and Patient-Centered Innovation

The rapid expansion of precision medicine, biologics, and targeted cancer therapies is transforming oncology—but it’s also overwhelming a system not built to keep pace. In the U.S., cancer drugs now account for some of the highest-cost treatments in healthcare, and with that has come a surge in prior authorization requirements and denials. Studies suggest physicians…

Payerwatch·Apr 1, 2026
The Tech-Enabled Hospital of the Future: Implications for Care Delivery

The Tech-Enabled Hospital of the Future: Implications for Care Delivery

Gone are the days when a hospital was simply a place where patients received care. Today’s hospitals are rapidly evolving into highly connected ecosystems powered by advanced technology, networked devices, and real-time data. The modern hospital is no longer confined to physical walls—it’s a dynamic digital environment where data flows seamlessly, AI supports clinical decisions,…

Lea Sims·Mar 12, 2026
Turning Denial Data Into Action: How Healthcare Organizations Can Fight Back Against Payer Denials

Turning Denial Data Into Action: How Healthcare Organizations Can Fight Back Against Payer Denials

Healthcare providers across the U.S. are facing a growing wave of claim denials that is putting pressure on already strained hospital finances. Industry research from the American Hospital Association shows that nearly 15% of medical claims submitted to private payers are initially denied, forcing hospitals and health systems to spend about $19.7 billion annually attempting…

Payerwatch·Mar 6, 2026
How Predictive AI Is Helping Hospitals Anticipate Admissions and Optimize Emergency Department Throughput

How Predictive AI Is Helping Hospitals Anticipate Admissions and Optimize Emergency Department Throughput

Emergency departments across the U.S. are under unprecedented strain, with overcrowding, staffing shortages, and inpatient bed constraints converging into a throughput crisis. The American Hospital Association reports that hospital capacity and workforce growth have lagged, intensifying delays from arrival to disposition. At the same time, advances in artificial intelligence are moving from experimental to operational—raising…

Kevin Stevenson·Dec 24, 2025
Navigating Payer Denials: A Physician Advisor’s Perspective #2

Navigating Payer Denials: A Physician Advisor’s Perspective #2

A physician advisor recently described a case that should unsettle anyone who cares about fair, clinically grounded coverage decisions: a Medicaid patient arrived comatose from an overdose, was emergently intubated, developed aspiration pneumonia, and stayed through three midnights before leaving against medical advice. By any bedside standard, this is acute, unstable care—exactly what…

Payerwatch·Dec 2, 2025
Smarter, Faster, Kinder: How AI Can Help Hospitals Deliver Better Care, All While Keeping Care Human

Smarter, Faster, Kinder: How AI Can Help Hospitals Deliver Better Care, All While Keeping Care Human

Artificial intelligence (AI) is no longer just a buzzword in healthcare — it’s becoming a real partner in how providers care for patients and improve everyday experiences. With rising patient expectations, limited resources, and mounting administrative complexity, hospitals and insurers alike are turning to AI to improve efficiency, communication, and satisfaction. In fact, Citi research…

Kevin Stevenson·Oct 20, 2025
Transformation Without Disruption: How Access Healthcare Is Rewiring the Revenue Cycle with Agentic AI

Transformation Without Disruption: How Access Healthcare Is Rewiring the Revenue Cycle with Agentic AI

Hospitals are juggling shrinking margins and rising costs while denial volumes remain stubbornly high. In the revenue cycle alone, hundreds of billions are lost annually to preventable errors and inefficiencies—in fact, Access Healthcare CEO Shaji Ravi cites more than $250 billion wasted each year. Meanwhile, payers have accelerated their use of AI to adjudicate…

David Kemp·Sep 17, 2025
From Missed Diagnoses to Life-Saving Alerts: How AI is Helping Doctors Detect Structural Heart Disease Before It Turns Deadly

From Missed Diagnoses to Life-Saving Alerts: How AI is Helping Doctors Detect Structural Heart Disease Before It Turns Deadly

Artificial intelligence is rapidly transforming healthcare diagnostics, with some of the most promising breakthroughs happening in cardiology. Structural heart disease affects millions and frequently goes undiagnosed in its early stages, leaving patients vulnerable to serious complications. One such condition, severe aortic stenosis, often remains unnoticed until it becomes life-threatening—carrying a two-year mortality rate worse…

Kevin Stevenson·Aug 3, 2025
Verified, Tested, Trusted: How Corganics Ensures THC-Free Confidence in Clinical CBD

Verified, Tested, Trusted: How Corganics Ensures THC-Free Confidence in Clinical CBD

Corganics is redefining standards in clinical cannabinoid care with THC-free, medical-grade CBD products developed for use exclusively by healthcare professionals. Backed by Advanced Lipid Technology, FDA-registered manufacturing, and rigorous third-party testing, Corganics offers a level of trust and transparency rare in the CBD space. In a conversation with Reggie Gatewood, President of Corganics, Brooke Williams,…

Corganics·Jun 18, 2025
Omnicell Tackles Medication Inefficiency with RFID, AI, and a Vision for the Autonomous Pharmacy

Omnicell Tackles Medication Inefficiency with RFID, AI, and a Vision for the Autonomous Pharmacy

As healthcare systems grapple with persistent staffing shortages and rising patient volumes, the need for streamlined, tech-enabled workflows has become urgent. A 2024 time-motion study across four hospitals found that clinical pharmacists spend over 80% of their time on clinical activities, with nearly 12% dedicated to face-to-face patient interaction. That leaves less than 20%…

David Kemp·Jun 10, 2025
Evolving Biomarkers: Charting the Future of Precision Medicine

Evolving Biomarkers: Charting the Future of Precision Medicine

The shift from broad treatments to targeted therapies hinges on identifying which patients will actually benefit from specific drugs

Healthcare·Apr 19, 2025
Smart Tools, Safer Patients: Dr. Arpita Hazra Talks AI in Healthcare

Smart Tools, Safer Patients: Dr. Arpita Hazra Talks AI in Healthcare

Hospitals are leveraging machine learning and clinical data to identify safety risks before they harm patients

Healthcare·Mar 26, 2025
The Next Frontier in Nursing: Embracing Tech & AI

The Next Frontier in Nursing: Embracing Tech & AI

Healthcare leaders reveal how AI and digital tools are reshaping clinical practice and workforce development globally

Lea Sims·Oct 2, 2024
AI in Healthcare: Dr. Lina Bouayad on Improving Provider Efficiency and Patient Care

AI in Healthcare: Dr. Lina Bouayad on Improving Provider Efficiency and Patient Care

Automation tools are helping overwhelmed providers reclaim time for meaningful patient interactions while reducing administrative burden

Kevin Stevenson·Aug 12, 2024
How to Leverage a Residency and Specialty into Private Practice

How to Leverage a Residency and Specialty into Private Practice

Early-career optometrists can accelerate their path to independent practice by strategically building on specialized training and clinical expertise

Health·May 1, 2024
A New Dawn in Medicine: The Intersection of AI and Value-Based Care Could Reduce Costs, Increase Access

A New Dawn in Medicine: The Intersection of AI and Value-Based Care Could Reduce Costs, Increase Access

Artificial intelligence combined with value-based care models is reshaping how providers deliver treatment while simultaneously lowering expenses and expanding

Geoffrey Roche·Mar 30, 2024
AI Looks to Add the Value in Value-Based Care in 2024

AI Looks to Add the Value in Value-Based Care in 2024

Healthcare providers are turning to AI to unlock the financial and clinical benefits that value-based care promises

David Kemp·Jan 24, 2024
← All Healthcare articles