Interpreting Complexity: How Senior Clinical Fellows Approach Challenging Cardiothoracic Imaging Cases - A Qualitative Study
DOI:
https://doi.org/10.37762/jgmds.13-4.927Keywords:
Cardiothoracic Imaging, Clinical Decision-Making, Diagnostic Uncertainty, Radiology Training, Qualitative Research, Medical EducationAbstract
OBJECTIVES
To explore how senior clinical fellows in cardiothoracic radiology approach complex imaging cases in routine clinical practice, with secondary objectives of understanding how they manage diagnostic uncertainty, the factors influencing their decision-making, and the development of confidence and independence during fellowship.
METHODOLOGY
A qualitative descriptive study was conducted involving seven senior clinical fellows in cardiothoracic radiology at Liverpool Heart and Chest Hospital, Liverpool, UK, between January 2026 and March 2026. Participants were selected using purposive sampling based on relevant clinical experience. Data were collected through face-to-face interviews using a structured questionnaire containing open-ended and Likert-scale questions. Qualitative interview data were analysed using Braun and Clarke’s six-phase thematic analysis framework.
RESULTS
Five major themes emerged, including supportive environment in decision-making, importance of clinical details, diagnostic uncertainty, decision-making under stress, and experiential learning. Fellows reported that consultant supervision, support and multidisciplinary discussions were essential for managing uncertainty. Limited clinical information and ambiguous imaging findings increased diagnostic difficulty. Clinical demands, particularly in unstable patients, influenced decision-making. Furthermore, experience and literature review improved confidence over time.
CONCLUSION
Decision-making in complex cardiothoracic imaging involves managing uncertainty through senior Consultant support, mentorship, adequate clinical information, and experience, which together improve confidence in interpretation and patient care.
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Brady AP. Error and discrepancy in radiology: inevitable or avoidable? Insights Imaging. 2017;8(1):171-182. doi:10.1007/s13244-016-0534-1. PMID: 27928712 DOI: https://doi.org/10.1007/s13244-016-0534-1
Buja LM. Medical education today: all that glitters is not gold. BMC Med Educ. 2019;19(1):110. doi:10.1186/s12909-019-1535-9. PMID: 30991988 DOI: https://doi.org/10.1186/s12909-019-1535-9
Ten Cate O. Nuts and bolts of entrustable professional activities. J Grad Med Educ. 2013;5(1):157-158. doi:10.4300/JGME-D-12-00380.1. PMID: 24404246 DOI: https://doi.org/10.4300/JGME-D-12-00380.1
Norman G. Research in clinical reasoning: past history and current trends. Med Educ. 2005;39(4):418-427. doi:10.1111/j.1365-2929.2005.02127.x. PMID: 15813765 DOI: https://doi.org/10.1111/j.1365-2929.2005.02127.x
Han PKJ, Klein WMP, Arora NK. Varieties of uncertainty in health care: a conceptual taxonomy. Med Decis Making. 2011;31(6):828-838. doi:10.1177/0272989X11393976. PMID: 22067431 DOI: https://doi.org/10.1177/0272989X10393976
Simpkin AL, Schwartzstein RM. Tolerating uncertainty—the next medical revolution? N Engl J Med. 2016;375(18):1713-1715. doi:10.1056/NEJMp1606402. PMID: 27806221 DOI: https://doi.org/10.1056/NEJMp1606402
Mastrodicasa D, Aquino GJ, Ordovas KG, Vargas D, Fleischmann D, Abbara S, et al. Radiology: Cardiothoracic Imaging highlights 2022. Radiol Cardiothorac Imaging. 2023;5(3). doi:10.1148/ryct.230042. PMID: 37404783 DOI: https://doi.org/10.1148/ryct.230042
Manoel PZ, Dike IC, Anis H, Yassin N, Wojtara M, Uwishema O. Cardiovascular imaging in the era of precision medicine: insights from advanced technologies—a narrative review. Health Sci Rep. 2024;7(11). doi:10.1002/hsr2.70173. PMID: 39479287 DOI: https://doi.org/10.1002/hsr2.70173
Bruno MA. 256 shades of gray: uncertainty and diagnostic error in radiology. Diagnosis (Berl). 2017;4(3):149-157. doi:10.1515/dx-2017-0006. PMID: 29536935 DOI: https://doi.org/10.1515/dx-2017-0006
Littlefair S, Brennan P, Mello-Thoms C, Dung P, Pietryzk M, Talanow R, et al. Outcomes knowledge may bias radiological decision-making. Acad Radiol. 2016;23(6):760-767. doi:10.1016/j.acra.2016.01.006. PMID: 26905454 DOI: https://doi.org/10.1016/j.acra.2016.01.006
Vieira A, Cabri MM, Spijkers S, Vieira AC, Maas M. Mentoring in radiology: an asset worth exploring! Eur J Radiol. 2022;155:110133. doi:10.1016/j.ejrad.2021.110133. PMID: 34991912 DOI: https://doi.org/10.1016/j.ejrad.2021.110133
Fagan RJ, Eskildsen D, Catanzano T, Stanietzky R, Kamel S, Eltaher M, et al. Burnout and the role of mentorship for radiology trainees and early career radiologists. Diagn Interv Radiol. 2024;30(5):313-317. doi:10.4274/dir.2024.242825. PMID: 38836503 DOI: https://doi.org/10.4274/dir.2024.242825
Zavala Calahorrano A, Day G, Plummer D, Bamford-Wade A. Decision-making under pressure: medical errors in uncertain and dynamic environments. Aust Health Rev. 2018;42(4):395-402. doi:10.1071/AH16088. PMID: 28578757 DOI: https://doi.org/10.1071/AH16088
Reale C, Salwei ME, Militello LG, Weinger MB, Burden A, Sushereba C, et al. Decision-making during high-risk events: a systematic literature review. J Cogn Eng Decis Mak. 2023;17(2):188-212. doi:10.1177/15553434221147415. PMID: 37823061 DOI: https://doi.org/10.1177/15553434221147415
Colarieti A, Vologina E, Leonetti AC, Carriero S, Groenhoff L, Lanza C, et al. Voices of the future: insights from a survey on radiology training experiences and needs. Eur J Radiol. 2026;195:112567. doi:10.1016/j.ejrad.2025.112567. PMID: 41297148 DOI: https://doi.org/10.1016/j.ejrad.2025.112567
Berner ES, Graber ML. Overconfidence as a cause of diagnostic error in medicine. Am J Med. 2008;121(5 Suppl). doi:10.1016/j.amjmed.2008.01.001. PMID: 18440350 DOI: https://doi.org/10.1016/j.amjmed.2008.01.001
Graber ML, Franklin N, Gordon R. Diagnostic error in internal medicine. Arch Intern Med. 2005;165(13):1493-1499. doi:10.1001/archinte.165.13.1493. PMID: 16009864 DOI: https://doi.org/10.1001/archinte.165.13.1493
Clark BW, Derakhshan A, Desai SV. Diagnostic errors and the bedside clinical examination. Med Clin North Am. 2018;102(3):453-464. doi:10.1016/j.mcna.2017.12.007. PMID: 29650069 DOI: https://doi.org/10.1016/j.mcna.2017.12.007
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