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Understanding medical data requires more than a clear image or a single measurement. Researchers also need to understand how information was generated, when it was captured, and which limitations affect its interpretation. Truway Health is developing NeuroVista, a research software prototype that brings together three-dimensional approach geometry, educational tomography, X-ray diffraction analysis, computer-assisted image segmentation, and Internet of Medical Things—or IoMT—data wor …

Clinical technology is entering a new phase. For decades, healthcare has largely been organized around isolated encounters: a blood-pressure measurement during an office visit, a laboratory panel drawn at a single moment, an image captured after symptoms appear, or a bedside assessment documented periodically during hospitalization. Those measurements remain essential. But they offer snapshots of biological systems that are continuously changing. The clinical technology outlook for 2026 through …

Healthcare is becoming increasingly connected. Patient monitors communicate with clinical systems, medication cabinets track inventory electronically, wearable devices transmit physiological measurements, and diagnostic equipment can exchange data across hospital networks. Together, these technologies form the Internet of Medical Things (IoMT)—an ecosystem of connected medical devices, software platforms, sensors, networks, and healthcare information systems designed to collect, transmit, …

Purchasing medical equipment is only one part of bringing a new device or system into a healthcare facility. Before equipment is placed into routine clinical use, hospitals, clinics, laboratories, and government healthcare organizations typically need to verify that what arrived is what was ordered—and that it performs as expected. That verification process is commonly referred to as acceptance testing. Medical equipment acceptance testing helps confirm that equipment has been delivered in …