{"id":156362,"date":"2026-11-04T10:00:07","date_gmt":"2026-11-04T15:00:07","guid":{"rendered":"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//news/news/wp-json/wp/v2/posts/156362//?p=156362"},"modified":"2026-11-05T10:45:25","modified_gmt":"2026-11-05T15:45:25","slug":"ucf-researchers-developing-ai-model-to-help-physicians-improve-kidney-care","status":"publish","type":"post","link":"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//news/news/wp-json/wp/v2/posts/156362//ucf-researchers-developing-ai-model-to-help-physicians-improve-kidney-care/news/wp-json/wp/v2/posts/156362//","title":{"rendered":"UCF Researchers Developing AI Model to Help Physicians Improve Kidney Care"},"content":{"rendered":"<hr>/news/wp-json/wp/v2/posts/156362/n<p>W</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>hen imaging reveals an abnormality in a kidney /news/wp-json/wp/v2/posts/156362/u2014 such as cancer or a stone /news/wp-json/wp/v2/posts/156362/u2014 patients and their physicians face a critical decision about what to do next: Wait? Do an invasive procedure? Or run more tests?</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>A new <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//research/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">UCF research</news/wp-json/wp/v2/posts/156362//a> project combines <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//artificial-intelligence/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">artificial intelligence (AI)</news/wp-json/wp/v2/posts/156362//a>, computer vision and clinical expertise to help physicians make that decision with greater confidence and efficiency.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>The project, called Kidney-VLM, is supported by a one-year $974,681 grant from the Florida Department of Health/news/wp-json/wp/v2/posts/156362/u2019s Florida Cancer Innovation Fund and is led by Pegah Khosravi, a medical AI expert and <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//college/news/wp-json/wp/v2/posts/156362//medicine/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">College of Medicine</news/wp-json/wp/v2/posts/156362//a> associate professor with a joint appointment at <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//college/news/wp-json/wp/v2/posts/156362//engineering-computer-science/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">UCF/news/wp-json/wp/v2/posts/156362/u2019s College of Engineering and Computer Science</news/wp-json/wp/v2/posts/156362//a>.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<figure id=/news/wp-json/wp/v2/posts/156362/"attachment_156426/news/wp-json/wp/v2/posts/156362/" style=/news/wp-json/wp/v2/posts/156362/"max-width: 1200px;/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure/news/wp-json/wp/v2/posts/156362/"><noscript><img decoding=/news/wp-json/wp/v2/posts/156362/"async/news/wp-json/wp/v2/posts/156362/" width=/news/wp-json/wp/v2/posts/156362/"1200/news/wp-json/wp/v2/posts/156362/" height=/news/wp-json/wp/v2/posts/156362/"800/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure-img size-full wp-image-156426 img-fluid/news/wp-json/wp/v2/posts/156362/" src=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//Dr.-Pegah-Khosravi-AI-MIND-Lab-group-29-1.jpg/news/wp-json/wp/v2/posts/156362/" alt=/news/wp-json/wp/v2/posts/156362/"Group photo of Pegah Khosravi standing with members of a UCF research team indoors in front of framed photographs on a wall./news/wp-json/wp/v2/posts/156362/" 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src=/news/wp-json/wp/v2/posts/156362/"data:image/news/wp-json/wp/v2/posts/156362//svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201200%20800%22%3E%3C%2Fsvg%3E/news/wp-json/wp/v2/posts/156362/" alt=/news/wp-json/wp/v2/posts/156362/"Group photo of Pegah Khosravi standing with members of a UCF research team indoors in front of framed photographs on a wall./news/wp-json/wp/v2/posts/156362/" srcset=/news/wp-json/wp/v2/posts/156362/"data:image/news/wp-json/wp/v2/posts/156362//svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201200%20800%22%3E%3C%2Fsvg%3E 1200w/news/wp-json/wp/v2/posts/156362/" sizes=/news/wp-json/wp/v2/posts/156362/"(max-width: 1200px) 100vw, 1200px/news/wp-json/wp/v2/posts/156362/" data-srcset=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//Dr.-Pegah-Khosravi-AI-MIND-Lab-group-29-1.jpg 1200w, https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//Dr.-Pegah-Khosravi-AI-MIND-Lab-group-29-1-300x200.jpg 300w, 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https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//Dr.-Pegah-Khosravi-AI-MIND-Lab-group-29-1-360x240.jpg 360w/news/wp-json/wp/v2/posts/156362/" data-src=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//Dr.-Pegah-Khosravi-AI-MIND-Lab-group-29-1.jpg/news/wp-json/wp/v2/posts/156362/"><figcaption class=/news/wp-json/wp/v2/posts/156362/"figure-caption/news/wp-json/wp/v2/posts/156362/">Associate Professor Pegah Khosravi (center) and members of her recently established AI MIND Lab (Artificial Intelligence for Medical Innovation and Novel Discoveries). Through projects like Kidney-VLM, she and her lab are advancing how AI can strengthen clinical decision-making while also training students. (Photo by Eddy Duryea &#8217;13 &#8217;26)</news/wp-json/wp/v2/posts/156362//figcaption></news/wp-json/wp/v2/posts/156362//figure>/news/wp-json/wp/v2/posts/156362/n<p>VLM stands for vision-language model, a trainable AI platform that examines both images and data. The UCF system analyzes visual information such as CT scans, while the language component comes from radiology, bloodwork and pathology reports. Bringing together these sources allows the system to provide a more comprehensive view of a patient/news/wp-json/wp/v2/posts/156362/u2019s kidney health and support more informed treatment planning. A physician could also ask the system a question and receive a response tied specifically to the patient/news/wp-json/wp/v2/posts/156362/u2019s imaging data and pathology.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cKidney-VLM is designed to connect pieces of a patient/news/wp-json/wp/v2/posts/156362/u2019s medical story that may often be reviewed separately,/news/wp-json/wp/v2/posts/156362/u201d Khosravi says. /news/wp-json/wp/v2/posts/156362/u201cMedical AI should not merely produce an answer. It should provide evidence that allows clinicians to understand, evaluate and appropriately question that answer./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<h2>A Clearer Vision for Patient Care</news/wp-json/wp/v2/posts/156362//h2>/news/wp-json/wp/v2/posts/156362/n<p>Khosravi is leading the project through <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//ai.ucf.edu/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">UCF/news/wp-json/wp/v2/posts/156362/u2019s Institute for Artificial Intelligence (IAI)</news/wp-json/wp/v2/posts/156362//a>, a collaborative initiative that brings together more than two dozen AI-related faculty members, their students and industry partners across disciplines. AdventHealth, a <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//partnerships/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">UCF Pegasus Partner</news/wp-json/wp/v2/posts/156362//a>, is also partnering on the research.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>Trustee Chair of Computer Science <a href=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.cecs.ucf.edu/news/wp-json/wp/v2/posts/156362//faculty/news/wp-json/wp/v2/posts/156362//mubarak-shah/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362/">Mubarak Shah</news/wp-json/wp/v2/posts/156362//a>, IAI/news/wp-json/wp/v2/posts/156362/u2019s director and founding director 色花堂/news/wp-json/wp/v2/posts/156362/u2019s Center for Research in Computer Vision, brings decades of experience in computer vision, visual reasoning and machine learning to the project.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<figure id=/news/wp-json/wp/v2/posts/156362/"attachment_156445/news/wp-json/wp/v2/posts/156362/" style=/news/wp-json/wp/v2/posts/156362/"max-width: 400px;/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure float-left/news/wp-json/wp/v2/posts/156362/"><noscript><img decoding=/news/wp-json/wp/v2/posts/156362/"async/news/wp-json/wp/v2/posts/156362/" width=/news/wp-json/wp/v2/posts/156362/"400/news/wp-json/wp/v2/posts/156362/" height=/news/wp-json/wp/v2/posts/156362/"551/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure-img img-fluid w-100 wp-image-156445 size-full/news/wp-json/wp/v2/posts/156362/" 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decoding=/news/wp-json/wp/v2/posts/156362/"async/news/wp-json/wp/v2/posts/156362/" width=/news/wp-json/wp/v2/posts/156362/"400/news/wp-json/wp/v2/posts/156362/" height=/news/wp-json/wp/v2/posts/156362/"551/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure-img img-fluid w-100 wp-image-156445 size-full lazyload/news/wp-json/wp/v2/posts/156362/" src=/news/wp-json/wp/v2/posts/156362/"data:image/news/wp-json/wp/v2/posts/156362//svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20400%20551%22%3E%3C%2Fsvg%3E/news/wp-json/wp/v2/posts/156362/" alt=/news/wp-json/wp/v2/posts/156362/"Mubarak Shah/news/wp-json/wp/v2/posts/156362/" srcset=/news/wp-json/wp/v2/posts/156362/"data:image/news/wp-json/wp/v2/posts/156362//svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20400%20551%22%3E%3C%2Fsvg%3E 400w/news/wp-json/wp/v2/posts/156362/" sizes=/news/wp-json/wp/v2/posts/156362/"(max-width: 400px) 100vw, 400px/news/wp-json/wp/v2/posts/156362/" data-srcset=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//UCF_Mubarak-Shah_2026_2.jpg 400w, https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//UCF_Mubarak-Shah_2026_2-218x300.jpg 218w, 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https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//UCF_Mubarak-Shah_2026_2-261x360.jpg 261w/news/wp-json/wp/v2/posts/156362/" data-src=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//11/news/wp-json/wp/v2/posts/156362//UCF_Mubarak-Shah_2026_2.jpg/news/wp-json/wp/v2/posts/156362/"><figcaption class=/news/wp-json/wp/v2/posts/156362/"figure-caption/news/wp-json/wp/v2/posts/156362/">Trustee Chair Professor of Computer Vision Mubarak Shah shares his expertise in artificial intelligence and computer vision with UCF researchers developing a vision-language model to help medical professionals improve kidney care. (Photo by Antoine Hart)</news/wp-json/wp/v2/posts/156362//figcaption></news/wp-json/wp/v2/posts/156362//figure>/news/wp-json/wp/v2/posts/156362/n<p>He says the new research addresses the challenges of integrating computer vision and medical AI into clinical settings.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cKidney-VLM advances computer vision by moving beyond isolated detection or classification toward an integrated and clinically interpretable system,/news/wp-json/wp/v2/posts/156362/u201d Shah says. /news/wp-json/wp/v2/posts/156362/u201cThis project offers an opportunity to translate advances in computer vision into a practical tool that may help clinicians characterize kidney tumors more confidently and reduce unnecessary procedures./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>The project exemplifies UCF/news/wp-json/wp/v2/posts/156362/u2019s willingness to foster interdisciplinary research and continue responsibly exploring the potential of AI, he says.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cBy bringing AI researchers, physicians, and clinical partners together from the beginning, the project creates a pathway from foundational research to meaningful patient impact,/news/wp-json/wp/v2/posts/156362/u201d Shah says. /news/wp-json/wp/v2/posts/156362/u201cWith UCF/news/wp-json/wp/v2/posts/156362/u2019s strength in computer vision, the College of Medicine/news/wp-json/wp/v2/posts/156362/u2019s clinical expertise, and our partnership with AdventHealth, Florida is well positioned to become a national leader in responsible and clinically impactful AI innovation. This is exactly the type of collaboration we seek to foster./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>UCF computer science researchers Yu Tian and Chen Chen are helping develop the AI architecture. Tian is an assistant professor with joint appointments in the College of Engineering and Computer Science and the College of Medicine, while Chen is an associate professor of computer science.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cSuccess will not be measured only by whether the model achieves a higher accuracy score,/news/wp-json/wp/v2/posts/156362/u201d Khosravi says. /news/wp-json/wp/v2/posts/156362/u201cWe also want to determine whether it performs reliably across various patient groups and clinical settings, whether its explanations are medically sound and whether clinicians can recognize when the system is uncertain. Of course, a clinically useful AI system must be accurate, but it must also be transparent, calibrated and safe./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<h2>Making AI Work in the Clinic</news/wp-json/wp/v2/posts/156362//h2>/news/wp-json/wp/v2/posts/156362/n<p>Abdo Asmar, a professor of internal medicine at the College of Medicine and a nephrologist with UCF Health Faculty Physician Practice, is guiding the project from the clinical side. He cares for patients who may undergo imaging because of kidney disease, hypertension, kidney stones or another medical issue and then discover they have a renal mass or complex cyst.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<figure id=/news/wp-json/wp/v2/posts/156362/"attachment_156375/news/wp-json/wp/v2/posts/156362/" style=/news/wp-json/wp/v2/posts/156362/"max-width: 1200px;/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure/news/wp-json/wp/v2/posts/156362/"><noscript><img decoding=/news/wp-json/wp/v2/posts/156362/"async/news/wp-json/wp/v2/posts/156362/" width=/news/wp-json/wp/v2/posts/156362/"1200/news/wp-json/wp/v2/posts/156362/" height=/news/wp-json/wp/v2/posts/156362/"675/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure-img size-full wp-image-156375 img-fluid/news/wp-json/wp/v2/posts/156362/" src=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//10/news/wp-json/wp/v2/posts/156362//Asmar.jpg.jpeg/news/wp-json/wp/v2/posts/156362/" alt=/news/wp-json/wp/v2/posts/156362/"Abdo Asmar, a professor of internal medicine and nephrologist with UCF Health Faculty Physician Practice, poses in a healthcare facility./news/wp-json/wp/v2/posts/156362/" 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https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//10/news/wp-json/wp/v2/posts/156362//Asmar.jpg-360x203.jpeg 360w/news/wp-json/wp/v2/posts/156362/" sizes=/news/wp-json/wp/v2/posts/156362/"(max-width: 1200px) 100vw, 1200px/news/wp-json/wp/v2/posts/156362/"></news/wp-json/wp/v2/posts/156362//noscript><img decoding=/news/wp-json/wp/v2/posts/156362/"async/news/wp-json/wp/v2/posts/156362/" width=/news/wp-json/wp/v2/posts/156362/"1200/news/wp-json/wp/v2/posts/156362/" height=/news/wp-json/wp/v2/posts/156362/"675/news/wp-json/wp/v2/posts/156362/" class=/news/wp-json/wp/v2/posts/156362/"figure-img size-full wp-image-156375 img-fluid lazyload/news/wp-json/wp/v2/posts/156362/" src=/news/wp-json/wp/v2/posts/156362/"data:image/news/wp-json/wp/v2/posts/156362//svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201200%20675%22%3E%3C%2Fsvg%3E/news/wp-json/wp/v2/posts/156362/" alt=/news/wp-json/wp/v2/posts/156362/"Abdo Asmar, a professor of internal medicine and nephrologist with UCF Health Faculty Physician Practice, poses in a healthcare facility./news/wp-json/wp/v2/posts/156362/" srcset=/news/wp-json/wp/v2/posts/156362/"data:image/news/wp-json/wp/v2/posts/156362//svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201200%20675%22%3E%3C%2Fsvg%3E 1200w/news/wp-json/wp/v2/posts/156362/" sizes=/news/wp-json/wp/v2/posts/156362/"(max-width: 1200px) 100vw, 1200px/news/wp-json/wp/v2/posts/156362/" data-srcset=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//10/news/wp-json/wp/v2/posts/156362//Asmar.jpg.jpeg 1200w, https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//10/news/wp-json/wp/v2/posts/156362//Asmar.jpg-300x169.jpeg 300w, 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https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//10/news/wp-json/wp/v2/posts/156362//Asmar.jpg-360x203.jpeg 360w/news/wp-json/wp/v2/posts/156362/" data-src=/news/wp-json/wp/v2/posts/156362/"https:/news/wp-json/wp/v2/posts/156362///news/wp-json/wp/v2/posts/156362//www.ucf.edu/news/wp-json/wp/v2/posts/156362//wp-content/news/wp-json/wp/v2/posts/156362//blogs.dir/news/wp-json/wp/v2/posts/156362//20/news/wp-json/wp/v2/posts/156362//files/news/wp-json/wp/v2/posts/156362//2026/news/wp-json/wp/v2/posts/156362//10/news/wp-json/wp/v2/posts/156362//Asmar.jpg.jpeg/news/wp-json/wp/v2/posts/156362/"><figcaption class=/news/wp-json/wp/v2/posts/156362/"figure-caption/news/wp-json/wp/v2/posts/156362/">Abdo Asmar, a professor of internal medicine in UCF&#8217;s College of Medicine and a nephrologist with UCF Health Faculty Physician Practice, helps guide the Kidney-VLM project, an AI platform created to help medical professionals evaluate kidney stones, tumors and other renal abnormalities.</news/wp-json/wp/v2/posts/156362//figcaption></news/wp-json/wp/v2/posts/156362//figure>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cThis project is important because it focuses on a very real clinical problem with direct implications for patients: how to make better decisions when kidney tumors or suspicious renal findings are discovered,/news/wp-json/wp/v2/posts/156362/u201d Asmar says. /news/wp-json/wp/v2/posts/156362/u201cUltimately, this could help patients avoid unnecessary surgery, reduce healthcare costs and ensure that those with more concerning cancers receive timely evaluation and treatment. To me, this project represents a practical and patient-centered application of AI./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>He stresses that physicians must approach AI as a support, not a replacement, for medical judgment.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<blockquote><p>/news/wp-json/wp/v2/posts/156362/u201cWe/news/wp-json/wp/v2/posts/156362/u2019re not replacing clinical judgment but strengthening it at the point where decisions are most consequential./news/wp-json/wp/v2/posts/156362/u201d /news/wp-json/wp/v2/posts/156362/u2014 Abdo Asmar, professor</news/wp-json/wp/v2/posts/156362//p></news/wp-json/wp/v2/posts/156362//blockquote>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cWe/news/wp-json/wp/v2/posts/156362/u2019re not replacing clinical judgment but strengthening it at the point where decisions are most consequential,/news/wp-json/wp/v2/posts/156362/u201d he says. /news/wp-json/wp/v2/posts/156362/u201cWhile I am excited about the potential uses of AI in medicine, I remain grounded in the belief that physicians and medical researchers have an obligation to use AI carefully, ethically and always in service of better patient care./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>AdventHealth Research Institute/news/wp-json/wp/v2/posts/156362/u2019s Michael McDonald, a urologic oncologist, surgeon and researcher is working with the team to ensure the research remains clinically relevant and scientifically accurate.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>He envisions that Kidney-VLM can address existing diagnostic limitations.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cOur ultimate goal is to provide physicians with better information before treatment decisions are made,/news/wp-json/wp/v2/posts/156362/u201d McDonald says. /news/wp-json/wp/v2/posts/156362/u201cFor example, in kidney cancer, one of the major challenges is that imaging can/news/wp-json/wp/v2/posts/156362/u2019t always reliably determine whether a renal mass is benign or malignant before surgery, and the final diagnosis may not be known until after the tumor is removed and examined by pathology./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>Kidney-VLM is a focused tool to pinpoint a specific set of medical conditions, but Khosravi and her team are hopeful that the model will provide a foundation for broader advances in medical AI.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<p>/news/wp-json/wp/v2/posts/156362/u201cThe importance of this project extends beyond a single algorithm or disease,/news/wp-json/wp/v2/posts/156362/u201d Khosravi says. /news/wp-json/wp/v2/posts/156362/u201cKidney-VLM provides an opportunity to develop a reproducible framework for trustworthy medical AI that can eventually be adapted to other cancers and clinical challenges./news/wp-json/wp/v2/posts/156362/u201d</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n<hr>/news/wp-json/wp/v2/posts/156362/n<p><em>Research reported in this article was funded by the State of Florida, Department of Health, Public Health Research, Biomedical Research Program, through the Casey DeSantis Florida Cancer Innovation Fund (grant number 26C36). This content is solely the responsibility of the authors and does not necessarily represent the official views of the State of Florida.</news/wp-json/wp/v2/posts/156362//em></news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n","protected":false},"excerpt":{"rendered":"<p>The Florida Department of Health-funded Kidney-VLM project brings together UCF researchers and clinical partners to better evaluate patients with kidney cancer and stones.</news/wp-json/wp/v2/posts/156362//p>/news/wp-json/wp/v2/posts/156362/n","protected":false},"author":8713,"featured_media":156427,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"lazy_load_responsive_images_disabled":false,"footnotes":"","_links_to":"","_links_to_target":"","_wp_rev_ctl_limit":""},"categories":[12,23],"tags":[9828,54138,54657,973,979,22543,55004,55121,3244,14916,54746],"tu_author":[],"class_list":["post-156362","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-health","category-research","tag-abdo-asmar","tag-artificial-intelligence","tag-chen-chen","tag-college-of-engineering-and-computer-science","tag-college-of-medicine","tag-healthcare","tag-institute-for-artificial-intelligence","tag-michael-mcdonald","tag-mubarak-shah","tag-research","tag-yu-tian"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast 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