{"id":146611,"date":"2025-04-28T13:21:57","date_gmt":"2025-04-28T17:21:57","guid":{"rendered":"https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//www.ucf.edu/news/wp-json/wp/v2/posts/146611//news/news/wp-json/wp/v2/posts/146611//?p=146611"},"modified":"2025-08-07T17:07:40","modified_gmt":"2025-08-07T21:07:40","slug":"can-ai-provide-a-better-way-to-relieve-pain-for-hundreds-of-millions-of-people","status":"publish","type":"post","link":"https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//www.ucf.edu/news/wp-json/wp/v2/posts/146611//news/news/wp-json/wp/v2/posts/146611//can-ai-provide-a-better-way-to-relieve-pain-for-hundreds-of-millions-of-people/news/wp-json/wp/v2/posts/146611//","title":{"rendered":"Can AI Provide a Better Way to Relieve Pain for Hundreds of Millions of People?"},"content":{"rendered":"<p>In the near future, when people on all seven continents can use AI to heal or prevent musculoskeletal pain, we could very well look to a large room at the back of the Education Complex at 166su and say this is one of the places where everything began to change. It/news/wp-json/wp/v2/posts/146611/u2019s an interesting space. In fact, if you miss the sign over a threshold in the lobby (Institute of Exercise Physiology and Rehabilitation Science) you might wonder if you/news/wp-json/wp/v2/posts/146611/u2019ve walked into a lab, a rehab clinic, or a fitness center. There are treadmills and mats, resistance bands and treatment tables, and voices of researchers in mid-instruction.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>In an area set apart with privacy dividers, Assistant Professor Colby Mangum rolls a chair up to a portable ultrasound machine and a laptop. Aside from the signage, these are the first giveaways that you/news/wp-json/wp/v2/posts/146611/u2019ve entered an important intersection of research, technology, physical health, and profound possibilities.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cWe want the lab to be as /news/wp-json/wp/v2/posts/146611/u2018real world/news/wp-json/wp/v2/posts/146611/u2019 as possible, so we can address real problems with real patients,/news/wp-json/wp/v2/posts/146611/u201d Mangum says of what she calls the REhabilitation, Athletic assessment and DYnamic imaging (READY) Lab. /news/wp-json/wp/v2/posts/146611/u201cIt/news/wp-json/wp/v2/posts/146611/u2019s the only way to make a genuine impact on the future of musculoskeletal health./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<blockquote><p>/news/wp-json/wp/v2/posts/146611/u201cWe want the lab to be as /news/wp-json/wp/v2/posts/146611/u2018real world/news/wp-json/wp/v2/posts/146611/u2019 as possible, so we can address real problems with real patients./news/wp-json/wp/v2/posts/146611/u201d /news/wp-json/wp/v2/posts/146611/u2014 Colby Mangum, assistant professor</news/wp-json/wp/v2/posts/146611//p></news/wp-json/wp/v2/posts/146611//blockquote>/news/wp-json/wp/v2/posts/146611/n<p>Before diving into her research, it/news/wp-json/wp/v2/posts/146611/u2019s helpful to know something about the researcher. Mangum/news/wp-json/wp/v2/posts/146611/u2019s career aligns with the cues in this active lab. She started as an athletic trainer while also becoming an expert in the use of ultrasound imaging as a researcher so she could blend all of her interests into finding better answers for people with chronic pain and for those who want to prevent it. In 2018, that personal mission led her to 166su where she was asked to grow the athletic training research agenda at the College of Health Professions and Sciences. Today, thanks to internal seed funding, she/news/wp-json/wp/v2/posts/146611/u2019s ramping up her research focus on improving diagnostics and treatment courses for the most widespread pain in the world: Low back pain, which affects more than 600 million people globally.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>Mangum has seen enough cases of lower back pain to spark her curiosity about the source of the pain and how muscles around the lower back and spine are affected.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cIt oftentimes seems to connect to the core,/news/wp-json/wp/v2/posts/146611/u201d she says. /news/wp-json/wp/v2/posts/146611/u201cI/news/wp-json/wp/v2/posts/146611/u2019m talking about well-conditioned athletes, younger people and older people. It goes back to an imbalance in those three layers of abdominal muscles: external obliques, internal obliques, and transverse abdominis./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>MRI and CT are the most often used imaging modalities to assess musculoskeletal conditions, but MRI is expensive and CT exposes patients to radiation. In addition, neither is good at imaging tissue movement, which can yield important information about the physical properties of tissues. &nbsp;Ultrasound, on the other hand, is safe, low cost, portable, and can capture tissue dynamics during rehab sessions.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cUltrasound has the potential to unlock answers, especially for low back pain for a large population scale,/news/wp-json/wp/v2/posts/146611/u201d Mangum says, /news/wp-json/wp/v2/posts/146611/u201cbut first we need to overcome some issues we face./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>Those issues primarily come down to the training it takes for clinicians and researchers to acquire good quality ultrasound images and the time it takes for them to manually measure ultrasound readouts. There/news/wp-json/wp/v2/posts/146611/u2019s also high subjectivity in those measurements. Mangum has believed for years that some ultrasound automation would be the only way to reach hundreds of millions of people and begin making a transformational impact. She also knew she couldn/news/wp-json/wp/v2/posts/146611/u2019t do something that big alone in this lab.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cIt became clear that if I could collaborate with an AI expert,/news/wp-json/wp/v2/posts/146611/u201d Mangum says, /news/wp-json/wp/v2/posts/146611/u201cit would be the gamechanger./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<figure id=/news/wp-json/wp/v2/posts/146611/"attachment_146613/news/wp-json/wp/v2/posts/146611/" style=/news/wp-json/wp/v2/posts/146611/"max-width: 1200px;/news/wp-json/wp/v2/posts/146611/" class=/news/wp-json/wp/v2/posts/146611/"figure mx-auto d-block/news/wp-json/wp/v2/posts/146611/"><noscript><img decoding=/news/wp-json/wp/v2/posts/146611/"async/news/wp-json/wp/v2/posts/146611/" width=/news/wp-json/wp/v2/posts/146611/"1200/news/wp-json/wp/v2/posts/146611/" 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src=/news/wp-json/wp/v2/posts/146611/"data:image/news/wp-json/wp/v2/posts/146611//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/146611/" alt srcset=/news/wp-json/wp/v2/posts/146611/"data:image/news/wp-json/wp/v2/posts/146611//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/146611/" sizes=/news/wp-json/wp/v2/posts/146611/"(max-width: 1200px) 100vw, 1200px/news/wp-json/wp/v2/posts/146611/" data-srcset=/news/wp-json/wp/v2/posts/146611/"https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//www.ucf.edu/news/wp-json/wp/v2/posts/146611//wp-content/news/wp-json/wp/v2/posts/146611//blogs.dir/news/wp-json/wp/v2/posts/146611//20/news/wp-json/wp/v2/posts/146611//files/news/wp-json/wp/v2/posts/146611//2025/news/wp-json/wp/v2/posts/146611//04/news/wp-json/wp/v2/posts/146611//IMG_1245-copy.jpg 1200w, https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//www.ucf.edu/news/wp-json/wp/v2/posts/146611//wp-content/news/wp-json/wp/v2/posts/146611//blogs.dir/news/wp-json/wp/v2/posts/146611//20/news/wp-json/wp/v2/posts/146611//files/news/wp-json/wp/v2/posts/146611//2025/news/wp-json/wp/v2/posts/146611//04/news/wp-json/wp/v2/posts/146611//IMG_1245-copy-300x200.jpg 300w, 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https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//www.ucf.edu/news/wp-json/wp/v2/posts/146611//wp-content/news/wp-json/wp/v2/posts/146611//blogs.dir/news/wp-json/wp/v2/posts/146611//20/news/wp-json/wp/v2/posts/146611//files/news/wp-json/wp/v2/posts/146611//2025/news/wp-json/wp/v2/posts/146611//04/news/wp-json/wp/v2/posts/146611//IMG_1245-copy-360x240.jpg 360w/news/wp-json/wp/v2/posts/146611/" data-src=/news/wp-json/wp/v2/posts/146611/"https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//www.ucf.edu/news/wp-json/wp/v2/posts/146611//wp-content/news/wp-json/wp/v2/posts/146611//blogs.dir/news/wp-json/wp/v2/posts/146611//20/news/wp-json/wp/v2/posts/146611//files/news/wp-json/wp/v2/posts/146611//2025/news/wp-json/wp/v2/posts/146611//04/news/wp-json/wp/v2/posts/146611//IMG_1245-copy.jpg/news/wp-json/wp/v2/posts/146611/"><figcaption class=/news/wp-json/wp/v2/posts/146611/"figure-caption/news/wp-json/wp/v2/posts/146611/">166su College of Health Professions and Sciences Assistant Professor Colby Mangum&nbsp; (left) and College of Medicine Associate Professor Laura Brattain (right)</news/wp-json/wp/v2/posts/146611//figcaption></news/wp-json/wp/v2/posts/146611//figure>/news/wp-json/wp/v2/posts/146611/n<h2>The Power of Two</news/wp-json/wp/v2/posts/146611//h2>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cThe first time I spoke with Laura, I sensed her enthusiasm for this project,/news/wp-json/wp/v2/posts/146611/u201d Mangum says of Laura Brattain, the College of Medicine associate professor with whom she/news/wp-json/wp/v2/posts/146611/u2019ll collaborate over the course of the next year. /news/wp-json/wp/v2/posts/146611/u201cWe recognize the value of our complementary expertise /news/wp-json/wp/v2/posts/146611/u2014 mine with ultrasound and patient care in a clinical setting and hers in applying AI to healthcare./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>Mangum calls Brattain /news/wp-json/wp/v2/posts/146611/u201ca powerhouse/news/wp-json/wp/v2/posts/146611/u201d because of her training as a biomedical engineer and fascination with medicine. While at MIT, Brattain developed portable emergency care technologies and, not so coincidentally, AI algorithms for analyzing ultrasound images for disease diagnostics and procedure guidance. She joined the <a href=/news/wp-json/wp/v2/posts/146611/"https:/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611//ai.ucf.edu/news/wp-json/wp/v2/posts/146611///news/wp-json/wp/v2/posts/146611/">166su Artificial Intelligence Initiative (Aii)</news/wp-json/wp/v2/posts/146611//a> in 2024 as an associate professor in the College of Medicine with an affiliated appointment in the College of Engineering and Computer Science /news/wp-json/wp/v2/posts/146611/u2013 a position conducive for translational AI research.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cThe AI initiatives at 166su provide me with a bigger platform to innovate with clinicians and turn research into something impactful,/news/wp-json/wp/v2/posts/146611/u201d Brattain says. /news/wp-json/wp/v2/posts/146611/u201cAs soon as I arrived, I found myself in this great ecosystem, collaborating with hospitals and with researchers who have clinical experience, like Colby./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>The combined skillsets of Mangum and Brattain and the far-reaching potential of their low back pain project will start with a seed grant of $12,000 from 166su and a matching grant from the College of Medicine. The funding will allow them to acquire ultrasound data from both individuals with and without a history of lower back pain, use AI and human raters to analyze the images, then establish if there is reliability and agreement between the manual and automated analysis. AI is certainly faster, but is it just as accurate and consistent? Could it one day eliminate the training needed by ultrasound operators as well as improve the data and ultimately, the outcomes?</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<blockquote><p>/news/wp-json/wp/v2/posts/146611/u201cThe AI initiatives at 166su provide me with a bigger platform to innovate with clinicians and turn research into something impactful./news/wp-json/wp/v2/posts/146611/u201d /news/wp-json/wp/v2/posts/146611/u2014 Laura Brattain, associate professor</news/wp-json/wp/v2/posts/146611//p></news/wp-json/wp/v2/posts/146611//blockquote>/news/wp-json/wp/v2/posts/146611/n<p>The researchers will work with students (a health sciences major and a biomedical AI doctoral student) to generate solid preliminary results before seeking larger external financial support. However, the numbers behind these initial dollar signs are not the story.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cI already have the necessary space and equipment for the work,/news/wp-json/wp/v2/posts/146611/u201d Mangum says. /news/wp-json/wp/v2/posts/146611/u201cThe strength of the seed funding is in how it merges our expertise so we can stretch the boundaries of what people are capable of doing with ultrasound./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>Mangum demonstrates the way a typical ultrasound has been used to address low back pain. A patient lies on a table while the technician uses a transducer to take pictures of the three layers of abdominal muscles. While the study will take similar static images, the 166su researchers will also capture additional, dynamic images with the patient/news/wp-json/wp/v2/posts/146611/u2019s body in motion /news/wp-json/wp/v2/posts/146611/u2013 an approach that until now has not been fully explored by others.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cWe know the problem is typically a muscle out of balance somewhere in there,/news/wp-json/wp/v2/posts/146611/u201d she says, pointing to the entire picture on her screen. To pinpoint the /news/wp-json/wp/v2/posts/146611/u201csomewhere,/news/wp-json/wp/v2/posts/146611/u201d the technician has to find the correct orientation of the ultrasound probe and take time to make the manual measurements, which can potentially lead to inconsistencies and delays in rehab.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cAs soon as I started doing ultrasound imaging in graduate school, I thought, /news/wp-json/wp/v2/posts/146611/u2018there has to be a better way to get these measurements,/news/wp-json/wp/v2/posts/146611/u2019/news/wp-json/wp/v2/posts/146611/u201d Mangum says. /news/wp-json/wp/v2/posts/146611/u201cAI could certainly be the way. By implementing it into our existing tools, it seems there is a strong potential for improving speed, accuracy and outcomes./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>It/news/wp-json/wp/v2/posts/146611/u2019s easy to understand why these possibilities excite a clinician like Mangum. But what about Brattain, the biomedical engineer?</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cI/news/wp-json/wp/v2/posts/146611/u2019m currently the chair of AI Community of Practice at the American Institute of Ultrasound for Medicine. Just like Colby, I/news/wp-json/wp/v2/posts/146611/u2019m a strong proponent of AI-driven ultrasound applications. I/news/wp-json/wp/v2/posts/146611/u2019m an avid pickleball player and work out daily. Before taking on this project, I did a survey on the most common physical issues for active people /news/wp-json/wp/v2/posts/146611/u2014 low back pain kept coming up. If my skills with AI can help standardize musculoskeletal ultrasound, that means we have potential to improve the current workflow for low back pain rehabilitation and we can eventually scale this up to personalized at-home care and expand to other musculoskeletal injuries. The potential return on investment is high./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<h2>Better Lives for People Far and Near</news/wp-json/wp/v2/posts/146611//h2>/news/wp-json/wp/v2/posts/146611/n<p>Mangum and Brattain/news/wp-json/wp/v2/posts/146611/u2019s skill sets are as complementary as their perspectives. For example, take their concept of scale, which Brattain mentioned.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cEnd users might access this kind of ultrasound technology on something like a smartwatch,/news/wp-json/wp/v2/posts/146611/u201d she says. /news/wp-json/wp/v2/posts/146611/u201cSo, it would be available anywhere, even in rural communities and in extreme environments like the battlefield and in space./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>From her lab space near the center of campus, Mangum says, /news/wp-json/wp/v2/posts/146611/u201cWe could walk just beyond this door and find people on campus with low back pain./news/wp-json/wp/v2/posts/146611/u201d This is why her lab will become a low back pain research clinic in the coming months. The 40 participants for the project will be a mix of people at 166su and from the greater community. Mangum and her student researcher will perform ultrasounds and send the images to Brattain and her team, who will conduct the AI analysis.</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n<p>/news/wp-json/wp/v2/posts/146611/u201cAnd then we/news/wp-json/wp/v2/posts/146611/u2019re off to the races,/news/wp-json/wp/v2/posts/146611/u201d Mangum says. /news/wp-json/wp/v2/posts/146611/u201cBy leveraging each other/news/wp-json/wp/v2/posts/146611/u2019s strengths, we can improve rehab, apply what we learn to other musculoskeletal needs, and help more people. That/news/wp-json/wp/v2/posts/146611/u2019s where we can go with this because of the power of collaboration./news/wp-json/wp/v2/posts/146611/u201d</news/wp-json/wp/v2/posts/146611//p>/news/wp-json/wp/v2/posts/146611/n","protected":false},"excerpt":{"rendered":"<p>A clinical researcher in athletic training and a biomedical engineer are exploring new methods for using AI to analyze ultrasounds and improve lives around the 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faculty members Laura Brattain (left) and Colby Mangum (center) working in the REhabilitation, Athletic assessment and DYnamic imaging (READY) 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