Segmed Blogs

Oncology is a complex therapeutic area owing to the heterogeneity of cancer types, diversity of patient responses, and diverse treatment options available. Drug development trials in oncology are numerous, but because of incomplete data and small sample sizes, they sometimes fail to perform in real-world settings. Clinical trials prove impractical for certain disease subsets related to cancer. The associated costs and the long lag time to obtain results in clinical trials add to the existing challenges. All this reflects the gaps in existing research methods. To meet these challenges, there is an increased need for real-world evidence (RWE) for oncology drug research and development (R&D). RWE provides useful information through the extrapolation of data from real-world sources such as electronic health records, claims, and patient registries. Regulatory bodies, such as the FDA and EMA, have also acknowledged the importance of RWE in supporting the drug development process. RWE is ...

The importance of medical devices In the healthcare system, medical devices form a vital and core component. Devices are primarily utilized for crucial steps like prevention, diagnosis, treatment, and rehabilitation of illnesses. The benefits of medical devices continue to expand with ongoing technological advancements and increased availability of data. Medical devices cover a wide range of diagnostic, therapeutic, and monitoring technologies. Diagnostic technologies such as X-ray, CT, and MRI enable the diagnosis of diseases and the tracking of the efficacy of a treatment/intervention. Therapeutic technologies such as pacemakers, insulin pumps enable the treatment of patients and management of chronic illnesses precisely and with low invasiveness. Monitoring equipment, including heart rate monitors, ventilators, and glucose monitors, enables real-time monitoring of the status of a patient, ensuring timely treatment. Medical devices enhance the precision, effectiveness, and safety of ...

Healthcare institutions are custodians of countless diagnostic imaging studies — precious insights often locked within digital archives. What if this ever-growing reservoir of data could not only serve internal clinical needs but also fuel pioneering research and innovation? That’s where partnering with a modern data licensing platform transforms possibility into reality. The Opportunity in Your Imaging Vault Years of accumulated imaging — from X-rays and CT scans to MRIs — represent a gold mine for researchers and life sciences innovators. However, accessing and structuring this data for external use has traditionally been a daunting, time-consuming endeavor. This is where a specialized partner steps in: by entering a  revenue-sharing agreement , healthcare providers can license their de-identified and structured data to researchers worldwide. Through such collaboration, your patient population isn’t just represented — it becomes integral to real-world discoveries and breakthrough...

  Revolutionizing Radiology with Tokenized and De-Identified Imaging Data Radiology, or diagnostic imaging, consists of procedures that take and process images of different parts of the body. Radiology, in its various processes, offers the means to visualize internal organs. Imaging modalities employed in healthcare include X-rays, MRIs, ultrasounds, CT scans, mammography, nuclear medicine, fluoroscopy, bone mineral densitometry, and PET scans. Radiology plays an important role in the management of diseases, as it provides a variety of methods for the detection, staging, treatment planning, and monitoring of diseases. Radiology helps in the early detection of cancer, neurodegenerative, and cardiovascular diseases. And early detection further gives way to planning for early intervention and better outcomes. Imaging is also critical for planning surgery, radiation therapy, and other treatments since it gives accurate images of the targeted area.Additionally, radiology enables the mon...

  Standardized Medical Imaging Beyond DICOM: The Key to Interoperability Medical imaging, or radiological imaging, is one of the most vital aspects of modern medicine. It is important at multiple stages, from screening to diagnosing, to post-treatment monitoring. Advanced imaging technologies have allowed the enhanced visualization of internal structures, organs, and tissues with great detail. And with this greater ability, more precise and timely diagnosis of various diseases has become possible. This has significantly enhanced treatment planning and optimization of the care strategy, facilitating accurate monitoring and assessment of treatment effects. The availability of medical imaging data has also opened avenues for further research and innovation in medicine. There is a huge amount of data that is generated during medical imaging procedures in clinical practice. And this data is the foundation for clinical decision-making. On the research side, advanced methods such as Radio...

Real World Imaging Data-Driven AI Models for Expanding the Capabilities of Surgical Robotics Introduction Robotic surgery has changed the future of minimally invasive procedures. Traditional robotic systems helped surgeons perform delicate tasks with improved control and visibility. But these systems mostly depend on the surgeon’s skills and are mostly passive tools. These traditional surgical robotic systems operated on pre-programmed instructions. All these factors impede the adaptability and effectiveness of surgical robotic systems during procedures. The integration of artificial intelligence (AI) into surgical robotics brings a new level of intelligence to robotic systems. This integration allows robots to do more than simply follow commands. Machine learning models process large amounts of surgical data, and through that process, these systems learn patterns and are able to guide surgeons in real-time. These systems can detect structures, anticipate complications, and give sugges...