AI-Powered App Transforms Medical Training for Calgary Students


  • Eddie Guo, a second-year student at the University of Calgary’s Cumming School of Medicine, has developed an innovative AI app.
  • The app, OSCE-GPT, enables medical students to practice diagnostic and communication skills with virtual patients.
  • Users can select patient genders and scenarios with AI-generated responses and feedback.
  • This cost-effective solution fills the gap in practical patient interaction before students enter real medical practice.
  • Collaboration with Dr. Mehul Gupta highlights the potential to create more competent and empathetic doctors.
  • Future enhancements may include integrating visual aids such as X-rays and CT scans.
  • Within a month of launch, OSCE-GPT attracted over 550 healthcare trainees globally.

Main AI News:

In the ever-evolving landscape of medical education, a Calgary-based second-year student is making waves with a groundbreaking application designed to empower future physicians. Eddie Guo, a diligent scholar at the University of Calgary’s Cumming School of Medicine, recognized a vital gap in medical training – the art of effectively communicating with patients. To bridge this chasm, Guo ventured into the realm of artificial intelligence, introducing a pioneering solution poised to redefine medical education.

Medical school, as Guo acknowledges, offers students a robust foundation of theoretical knowledge. Still, mastering the nuanced skill of interacting with patients is a challenge often underestimated. In response to this dilemma, Guo leveraged the burgeoning field of artificial intelligence to craft a diverse array of virtual patients, each afflicted with unique health conditions, offering medical students invaluable practice and insights.

Guo’s visionary creation, known as OSCE-GPT, personifies the fusion of medicine and technology. Within this groundbreaking application, students interface with computer-generated patients, allowing them to refine their diagnostic and communication proficiencies. Tailoring the experience to mimic real-life scenarios, OSCE-GPT equips budding doctors with an extended platform for honing their skills.

It’s essential to transcend the limited few hours of practice that conventional medical schooling provides,” Guo asserts, emphasizing the necessity of experiential learning in healthcare. “We firmly believe that more extensive training is imperative before embarking on the journey of patient care in a real-world setting.”

The OSCE-GPT program enables users to select a patient’s gender and choose from a variety of medical scenarios. Alternatively, the computer can dynamically determine the scenario, enhancing the unpredictability of the learning experience. With a robotic voice at the helm, the virtual patient, for instance, might present symptoms like severe abdominal pain, vomiting, and distress, replicating the challenges that physicians encounter in emergency departments.

This AI-driven patient is not just a passive entity. It engages in dialogues, responding to students’ inquiries about its condition. After each interaction, it offers invaluable feedback and presents a list of potential questions that could have been posed, fostering a continuous learning loop.

Guo emphasizes that, until students gain access to actual medical wards, their primary patient interactions are with standardized actors trained to simulate various medical conditions. While these actors excel in their roles, they come at a considerable cost. OSCE-GPT represents an innovative and cost-effective solution to bridge the gap in practical experience.

Dr. Mehul Gupta, a medical resident who collaborated with Guo on this project, underscores the transformative potential of this application. “Effective patient history-taking is the bedrock of medical diagnosis,” says Dr. Gupta. “The impression you leave on a patient during your initial interaction is indelible. Having the opportunity to refine your approach and tailor your questions can significantly elevate the quality of care you provide.”

As Guo continues to fine-tune the OSCE-GPT application, he envisions integrating visual aids such as chest X-rays, CT scans, or dermatological images into the program, further enhancing the realism and educational value. Within just a month of its launch, OSCE-GPT has garnered immense attention, drawing over 550 healthcare trainees from across Canada and around the world, including Europe, India, Saudi Arabia, and the United States.


The emergence of OSCE-GPT in the medical education landscape signifies a transformative shift. This AI-powered app addresses the critical need for enhanced patient interaction training, offering a cost-effective and scalable solution. As it continues to gain traction globally, it’s poised to elevate the capabilities of future medical practitioners and potentially revolutionize medical education as a whole. The market can anticipate a growing demand for innovative technology-driven solutions in healthcare education.