• Teaching Tomorrow’s Doctors: Why AI Belongs in the Medical Curriculum Today

    Artificial intelligence (AI) isn’t coming to healthcare—it’s already here. From diagnostic support to personalized treatment planning, AI is reshaping how clinicians work. Yet, as the tools grow smarter, are we making sure our future doctors are ready to use them wisely? For many medical schools, integrating AI into the curriculum still feels like a futuristic challenge, reserved for tech-forward institutions or students with a coding background. But that mindset may be doing our learners—and their future patients—a disservice.

    As Lee et al. (2021) noted in their scoping review, most current efforts to teach AI in undergraduate medical education are fragmented and inconsistent. Students get glimpses of AI—perhaps in a radiology elective or a data science lecture—but rarely develop a foundational understanding of how it fits into clinical reasoning, ethical decision-making, or patient care.

    Fortunately, the conversation is shifting. Gordon et al. (2024), in their comprehensive BEME review, advocate for a structured, competency-based approach to AI education. Rather than teaching “about technology,” they propose helping students become critical consumers of AI—able to evaluate algorithms, question biases, and make informed clinical choices in AI-augmented environments. Additionally, the newly revised Element 7.2 now expects medical education programs to include “…education and experiential learning in the areas of…understanding the appropriate use of artificial intelligence and other emerging technologies in diagnosis and patient management…” (https://lcme.org)

    What should this look like in practice? Çalışkan et al. (2022) provide a helpful starting point. Through a Delphi study, they identified core competencies that medical students should acquire, including data literacy, understanding the limitations of AI, and ethical awareness. These aren’t just technical skills—they’re critical thinking tools.

    This shift isn’t about turning every med student into a programmer. It’s about preparing them to ask smart questions: Can I trust this algorithm’s output? Is it transparent? Could it reinforce existing healthcare inequities?

    Engaging students in these conversations is not just possible—it’s essential. As Chen et al. (2019) emphasized, students respond well to case-based and clinical examples where AI tools are already in use. Imagine a cardiology module that includes AI-based EKG interpretation, or an ethics seminar that tackles algorithmic bias in patient triage.

    Wartman and Combs (2018) take it a step further, arguing that AI should catalyze a reimagining of medical education itself. In a world where machines can recall every clinical guideline, the value of a physician lies in synthesis, judgment, and humanity. Our curricula and means of delivery and evaluation should evolve accordingly.

    And AI isn’t just the content—it can also be the method. Tools that offer AI-powered feedback (Wang et al., 2023) or assist in curriculum mapping (Ellaway et al., 2019) are already helping educators personalize learning and identify gaps.

    Medical educators don’t need to become data scientists—but we do need to lead this transformation. Let’s give our students the tools to engage with AI thoughtfully, challenge it where needed, and use it to deliver more equitable, effective care. Because the future of medicine isn’t just high-tech—it’s human-led, AI-enabled.

    What do you think?

    1. Where in your current curriculum could AI naturally be introduced or integrated?
      Think about existing modules (e.g., radiology, pathology, ethics) where AI tools are already being used in clinical practice.
    2. What competencies do you think are most important for students to develop regarding AI in medicine?
      How might you prioritize ethical reasoning, data literacy, or critical evaluation of AI tools?
    3. How prepared do you feel—individually or institutionally—to teach about AI in medical education?
      What support, training, or partnerships would help you feel more confident?
    4. How can AI be used not just as content, but as a tool for teaching and assessment in your program?
      Have you considered ways to use AI for formative feedback, curriculum mapping, or adaptive learning?
    5. What potential risks or unintended consequences should we be mindful of as we integrate AI into medical education?
      How do we ensure equity, transparency, and student-centered learning while adopting new technologies?

    References

    Çalışkan, S. A., Demir, K., & Karaca, O. (2022). Artificial intelligence in medical education curriculum: An e-Delphi study for competencies. PLOS ONE, 17(7), e0271872. https://doi.org/10.1371/journal.pone.0271872
    Chen, J. H., Asch, S. M., & Wren, S. M. (2019). Artificial intelligence in medical education: A review. JMIR Medical Education, 5(1), e13930. https://doi.org/10.2196/13930
    Ellaway, R. H., Fink, P., Graves, L., & Campbell, A. (2019). Curriculum mapping and AI: Future directions. Medical Teacher, 41(9), 1041–1047. https://doi.org/10.1080/0142159X.2019.1630736
    Gordon, M., Daniel, M., Ajiboye, A., Atkinson, H., Downer, J., & Parise, A. (2024). A scoping review of artificial intelligence in medical education: BEME Guide No. 84. Medical Teacher, 46(4), 446–470. https://doi.org/10.1080/0142159X.2024.2314198
    Lee, J., Wu, A. S., Li, D., & Kulasegaram, K. M. (2021). Artificial intelligence in undergraduate medical education: A scoping review. Academic Medicine, 96(11S), S62–S70. https://doi.org/10.1097/ACM.0000000000004291
    Wang, F., Lungu, A., & Begoli, E. (2023). AI-powered formative feedback in clinical education. JMIR Medical Education, 9, e44455. https://doi.org/10.2196/44455
    Wartman, S. A., & Combs, C. D. (2018). Reimagining medical education in the age of AI. Academic Medicine, 93(8), 1107–1109. https://doi.org/10.1097/ACM.0000000000002111

    Author: Silka Patel MD, MPH

  • Diversity and Inclusion in #MedEd

    Medical education is facing many serious challenges. Specific to diversity, equity and inclusion (DEI), as some states are passing legislation limiting discussions related to DEI, attempts to educate medical students about the spectrum of patients they may see faces scrutiny. What has caused this backlash towards DEI initiatives? 

    As a key aspect of helping students develop (or enhance) their cultural humility, DEI programs encompass broad concepts aimed at fostering inclusive environments where all individuals feel respected and valued. Diversity encompasses representation of different identities and backgrounds, including race, gender, ethnicity, age, and more. However, diversity is not limited to ethnic or racial groups but extends to all aspects of individual identity and experience [1,2]. Equity is the process of ensuring fair treatment, access, and opportunities by acknowledging and addressing systemic disparities that disadvantage certain groups [Coulter et al]. Inclusion is the practice of creating environments where diverse individuals are fully integrated and empowered to participate. In healthcare education, for instance, DEI principles are integral for promoting culturally responsive care [3].

    Evidence does, however, suggest that overly narrow definitions of DEI can inadvertently lead to exclusion. One major criticism is that focusing on specific groups can consequently neglect other marginalized communities, such as those with disabilities, those from low socioeconomic backgrounds, or sexual and gender minorities [1,2]. For example, in educational settings, when curricula focus on race but fail to integrate discussions on class or gender, certain students may feel marginalized or excluded from the conversation. This limitation is a reminder that inclusivity must be intersectional and address the diversity within groups. The very definition of intersectionality recognizes the interconnectedness of social categories, such as race, disability, gender, socioeconomic background, etc.

    There is also concern that DEI efforts can sometimes unintentionally reinforce stereotypes, particularly when diversity is taught as static characteristics of groups rather than acknowledging the dynamic nature of individual identities [2]. This may lead to historically majority groups feeling excluded and unwelcome in conversations [4].

    Research suggests that well-designed DEI initiatives positively impact learning environments by enhancing cultural competence, reducing bias, and preparing students for diverse patient populations. Studies indicate that the integration of anti-racism education in medical curricula leads to increased student awareness of health inequities and promote critical thinking about the social determinants of health [5,6]. Students who undergo such training are more likely to recognize their innate biases and demonstrate greater empathy in patient care [1,3]. 

    However, DEI initiatives currently face resistance in municipalities, states and even the Federal government. The attacks on DEI impact the learning environment where students feel defensive or disengaged [6,7]. Ultimately this resistance may result in even worse patient outcomes due to inadequate training.  

    To truly foster an inclusive learning or work environment, institutions must promote dialogue that brings together contrasting viewpoints in a psychologically safe setting, maintaining respect and empathy. One strategy is to create safe spaces for open discussions, where students and faculty can critically reflect on their biases without fear of judgment. For instance, some studies have shown that integrating cultural humility and critical consciousness frameworks into curricula encourages lifelong learning and introspection [3,8].

    Additionally, engaging diverse stakeholders, including students, faculty, and community members, can ensure that multiple perspectives are considered when designing DEI initiatives [4,6]. Continuous faculty development is also critical for ensuring that educators have the skills and confidence to address complex social issues in the classroom [7]. Embedding DEI principles throughout the curriculum, rather than treating them as stand-alone add-ons, helps normalize discussions around diversity and equity in everyday practice [2].

    DEI, when implemented thoughtfully, has the potential to transform learning environments by promoting inclusion, reducing bias, and fostering a culture of empathy. However, for DEI initiatives to be truly inclusive, they must be intersectional and comprehensive, addressing the needs of ALL groups while ensuring that no one feels excluded. Ongoing reflection, stakeholder engagement, and faculty development are critical to ensuring these initiatives have a lasting and positive impact on the learning and work environment.

    What do you readers think?  How can we address the following questions?

    1. How can medical education strike a balance between promoting inclusive environments through DEI initiatives while ensuring that NO groups feel alienated in the process?
    2. As DEI initiatives face increasing resistance due to political and cultural shifts, what strategies should medical educators adopt to create open, respectful dialogue on DEI issues without violating institutional or state restrictions?

    References

    1. Coulter E, McQueen C, Abu-Jurji Z, Chan-Emery I, Rukavina M, Solecki R, Wojkowski S, Dhir J. Development and delivery of justice, equity, diversity, inclusion, and anti-oppression concepts in entry-level health professional education: A scoping review: BEME Guide No. 88. Med Teach 2024:1-13. doi: 10.1080/0142159X.2024.2387147.
    2. Dogra N, Reitmanova S, Carter-Pokras O. Twelve tips for teaching diversity and embedding it in the medical curriculum. Med Teach 2009; 31(11):990-993. doi: 10.3109/01421590902960326. 
    3. Van Liew JR, Lai C, Streyffeler L. Twelve tips for teaching culturally and socially responsive care to medical students. Med Teach 2024; 46(10):1278-1283. doi: 10.1080/0142159X.2024.2322713.
    4. Livingston R. The Conversation: How Seeking and Speaking the Truth about Racism Can Radically Transform Individuals and Organizations. New York: Currency, 2021.
    5. Nathan AS, Del Campo D, Garg PS. Where are we now? Evaluating the one year impact of an anti-racism curriculum review. Med Teach 2024:1-6. doi: 10.1080/0142159X.2024.2316852.
    6. Binda DD, Kraus A, Gariépy-Assal L, Tang B, Wade CG, Olveczky DD, Molina RL. Anti-racism curricula in undergraduate medical education: A scoping review. Med Teach 2024:1-11. doi: 10.1080/0142159X.2024.2322136.
    7. Racic M, Roche-Miranda MI, Fatahi G. Twelve tips for implementing and teaching anti-racism curriculum in medical education. Med Teach 2023;45(8):816-821. doi: 10.1080/0142159X.2023.2206534. 
    8. Dogra N, Bhatti F, Ertubey C, Kelly M, Rowlands A, Singh D, Turner M. Teaching diversity to medical undergraduates: Curriculum development, delivery and assessment. AMEE GUIDE No. 103. Med Teach 2016; 38(4):323-37. doi: 10.3109/0142159X.2015.1105944. 

    Blog Author: Gary L. Beck Dallaghan, Ph.D.; Administrative Director, Alliance for Clinical Education.