My Bibliography

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Tejani AS, Klontzas ME, Gatti AA, Mongan JT, Moy L, Park SH, Kahn CE Jr. Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update. Radiol Artif Intell. 2024 May 29;:e240300. doi: 10.1148/ryai.240300. [Epub ahead of print] PubMed PMID: 38809149.

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Kitamura FC, Prevedello LM, Colak E, Halabi SS, Lungren MP, Ball RL, Kalpathy-Cramer J, Kahn CE Jr, Richards T, Talbott JF, Shih G, Lin HM, Andriole KP, Vazirabad M, Erickson BJ, Flanders AE, Mongan J. Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges. Radiol Artif Intell. 2024 May;6(3):e230227. doi: 10.1148/ryai.230227. PubMed PMID: 38477659; PubMed Central PMCID: PMC11140499.

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Parasa S, Berzin T, Leggett C, Gross S, Repici A, Ahmad OF, Chiang A, Coelho-Prabhu N, Cohen J, Dekker E, Keswani RN, Kahn CE, Hassan C, Petrick N, Mountney P, Ng J, Riegler M, Mori Y, Saito Y, Thakkar S, Waxman I, Wallace MB, Sharma P. Consensus statements on the current landscape of artificial intelligence applications in endoscopy, addressing roadblocks, and advancing artificial intelligence in gastroenterology. Gastrointest Endosc. 2024 Apr 16;. doi: 10.1016/j.gie.2023.12.003. [Epub ahead of print] PubMed PMID: 38639679.

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Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, Sudre CH, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Buettner F, Cardoso MJ, Cheplygina V, Chen J, Christodoulou E, Cimini BA, Farahani K, Ferrer L, Galdran A, van Ginneken B, Glocker B, Godau P, Hashimoto DA, Hoffman MM, Huisman M, Isensee F, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Kleesiek J, Kofler F, Kooi T, Kopp-Schneider A, Kozubek M, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rafelski SM, Rajpoot N, Reyes M, Riegler MA, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Van Calster B, Varoquaux G, Yaniv ZR, Jäger PF, Maier-Hein L. Understanding metric-related pitfalls in image analysis validation. Nat Methods. 2024 Feb;21(2):182-194. doi: 10.1038/s41592-023-02150-0. Epub 2024 Feb 12. Review. PubMed PMID: 38347140; NIHMSID:NIHMS1998264.

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Maier-Hein L, Reinke A, Godau P, Tizabi MD, Buettner F, Christodoulou E, Glocker B, Isensee F, Kleesiek J, Kozubek M, Reyes M, Riegler MA, Wiesenfarth M, Kavur AE, Sudre CH, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Rädsch T, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Blaschko MB, Cardoso MJ, Cheplygina V, Cimini BA, Collins GS, Farahani K, Ferrer L, Galdran A, van Ginneken B, Haase R, Hashimoto DA, Hoffman MM, Huisman M, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Karthikesalingam A, Kofler F, Kopp-Schneider A, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Mattson P, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rajpoot N, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, van Smeden M, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Van Calster B, Varoquaux G, Jäger PF. Metrics reloaded: recommendations for image analysis validation. Nat Methods. 2024 Feb;21(2):195-212. doi: 10.1038/s41592-023-02151-z. Epub 2024 Feb 12. Review. PubMed PMID: 38347141.

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Kahn CE Jr. Clinical Evaluation of a Lay-Language Radiology Glossary Integrated into an Electronic Health Record System. Stud Health Technol Inform. 2024 Jan 25;310:1101-1105. doi: 10.3233/SHTI231135. PubMed PMID: 38269985.

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Song I, Thompson EW, Verma A, MacLean MT, Duda J, Elahi A, Tran R, Raghupathy P, Swago S, Hazim M, Bhattaru A, Schneider C, Vujkovic M, Torigian DA, Kahn CE, Gee JC, Borthakur A, Kripke CM, Carson CC, Carr R, Jehangir Q, Ko YA, Litt H, Rosen M, Mankoff DA, Schnall MD, Shou H, Chirinos J, Damrauer SM, Serper M, Chen J, Rader DJ, Witschey WRT, Sagreiya H. Clinical correlates of CT imaging-derived phenotypes among lean and overweight patients with hepatic steatosis. Sci Rep. 2024 Jan 2;14(1):53. doi: 10.1038/s41598-023-49470-x. PubMed PMID: 38167550; PubMed Central PMCID: PMC10761858.

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Guermazi A, Omoumi P, Tordjman M, Fritz J, Kijowski R, Regnard NE, Carrino J, Kahn CE Jr, Knoll F, Rueckert D, Roemer FW, Hayashi D. How AI May Transform Musculoskeletal Imaging. Radiology. 2024 Jan;310(1):e230764. doi: 10.1148/radiol.230764. Review. PubMed PMID: 38165245; PubMed Central PMCID: PMC10831478.

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Kahn CE Jr. Celebrating the Journal's First 5 Years. Radiol Artif Intell. 2024 Jan;6(1):e240037. doi: 10.1148/ryai.240037. PubMed PMID: 38294328; PubMed Central PMCID: PMC10831516.

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Chae A, Yao MS, Sagreiya H, Goldberg AD, Chatterjee N, MacLean MT, Duda J, Elahi A, Borthakur A, Ritchie MD, Rader D, Kahn CE, Witschey WR, Gee JC. Strategies for Implementing Machine Learning Algorithms in the Clinical Practice of Radiology. Radiology. 2024 Jan;310(1):e223170. doi: 10.1148/radiol.223170. Review. PubMed PMID: 38259208; PubMed Central PMCID: PMC10831483.

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Shreve LA, Fried JG, Liu F, Cao Q, Pakpoor J, Kahn CE Jr, Zafar HM. Impact of Artificial Intelligence-Assisted Indication Selection on Appropriateness Order Scoring for Imaging Clinical Decision Support. J Am Coll Radiol. 2023 Dec;20(12):1258-1266. doi: 10.1016/j.jacr.2023.04.016. Epub 2023 Jun 28. PubMed PMID: 37390881.

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Lee SI, Kahn CE Jr, Luker GD, Rosen BR. Mentoring Radiologists and Imaging Scientists in the Postpandemic Digital Era. Radiology. 2023 Dec;309(3):e231702. doi: 10.1148/radiol.231702. PubMed PMID: 38112550.

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Suresh K, Hill PA, Kahn CE Jr, Schnall MD, Rosen MA, Zafar HM, Trerotola SO, Cook TS. Quality Improvement Report: Design and Implementation of a Radiology E-Consult Service. Radiographics. 2023 Dec;43(12):e230139. doi: 10.1148/rg.230139. PubMed PMID: 38032820.

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Kahn CE Jr. Data Resources: Milestones and Building Blocks. Radiol Artif Intell. 2023 Nov;5(6):e230418. doi: 10.1148/ryai.230418. eCollection 2023 Nov. PubMed PMID: 38074788; PubMed Central PMCID: PMC10698608.

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Ma SX, Dhanaliwala AH, Rudie JD, Rauschecker AM, Roberts-Wolfe D, Haddawy P, Kahn CE Jr. Bayesian Networks in Radiology. Radiol Artif Intell. 2023 Nov;5(6):e210187. doi: 10.1148/ryai.210187. eCollection 2023 Nov. Review. PubMed PMID: 38074791; PubMed Central PMCID: PMC10698603.

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Sebro RA, Kahn CE. Automated detection of causal relationships among diseases and imaging findings in textual radiology reports. J Am Med Inform Assoc. 2023 Sep 25;30(10):1701-1706. doi: 10.1093/jamia/ocad119. PubMed PMID: 37381076; PubMed Central PMCID: PMC10531499.

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Hassankhani A, Mattay RR, Freeman CW, Kahn CE Jr. Automating Structured Results Communication to Expedite Imaging-Directed Care in Spine Oncology. Stud Health Technol Inform. 2023 May 18;302:277-281. doi: 10.3233/SHTI230118. PubMed PMID: 37203662.

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Klontzas ME, Gatti AA, Tejani AS, Kahn CE Jr. AI Reporting Guidelines: How to Select the Best One for Your Research. Radiol Artif Intell. 2023 May;5(3):e230055. doi: 10.1148/ryai.230055. eCollection 2023 May. PubMed PMID: 37293341; PubMed Central PMCID: PMC10245184.

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Chepelev LL, Kwan D, Kahn CE, Filice RW, Wang KC. Ontologies in the New Computational Age of Radiology: RadLex for Semantics and Interoperability in Imaging Workflows. Radiographics. 2023 Mar;43(3):e220098. doi: 10.1148/rg.220098. PubMed PMID: 36757882.

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Tejani AS, Elhalawani H, Moy L, Kohli M, Kahn CE Jr. Artificial Intelligence and Radiology Education. Radiol Artif Intell. 2023 Jan;5(1):e220084. doi: 10.1148/ryai.220084. eCollection 2023 Jan. PubMed PMID: 36721409; PubMed Central PMCID: PMC9885376.

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Cacciamani GE, Chu TN, Sanford DI, Abreu A, Duddalwar V, Oberai A, Kuo CJ, Liu X, Denniston AK, Vasey B, McCulloch P, Wolff RF, Mallett S, Mongan J, Kahn CE Jr, Sounderajah V, Darzi A, Dahm P, Moons KGM, Topol E, Collins GS, Moher D, Gill IS, Hung AJ. PRISMA AI reporting guidelines for systematic reviews and meta-analyses on AI in healthcare. Nat Med. 2023 Jan;29(1):14-15. doi: 10.1038/s41591-022-02139-w. PubMed PMID: 36646804.

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Staziaki PV, Yi PH, Li MD, Daye D, Kahn CE, Gichoya JW. The Radiology: Artificial Intelligence Trainee Editorial Board: Initial Experience and Future Directions. Acad Radiol. 2022 Dec;29(12):1899-1902. doi: 10.1016/j.acra.2022.04.010. Epub 2022 May 21. PubMed PMID: 35606258.

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Horng H, Steinkamp J, Kahn CE Jr, Cook TS. Ensemble Approaches to Recognize Protected Health Information in Radiology Reports. J Digit Imaging. 2022 Dec;35(6):1694-1698. doi: 10.1007/s10278-022-00673-0. Epub 2022 Jun 17. PubMed PMID: 35715655; PubMed Central PMCID: PMC9712864.

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Bluemke D, Kahn CE Jr, Eberhart J. Editor's Note: Revised Conflict of Interest Statement for RSNA Journals. Radiology. 2022 Dec;305(3):497. doi: 10.1148/radiol.229028. Epub 2022 Oct 25. PubMed PMID: 36283112.

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Koh DM, Papanikolaou N, Bick U, Illing R, Kahn CE Jr, Kalpathi-Cramer J, Matos C, Martí-Bonmatí L, Miles A, Mun SK, Napel S, Rockall A, Sala E, Strickland N, Prior F. Artificial intelligence and machine learning in cancer imaging. Commun Med (Lond). 2022;2:133. doi: 10.1038/s43856-022-00199-0. eCollection 2022. Review. PubMed PMID: 36310650; PubMed Central PMCID: PMC9613681.

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Kahn CE Jr. Hitting the Mark: Reducing Bias in AI Systems. Radiol Artif Intell. 2022 Sep;4(5):e220171. doi: 10.1148/ryai.220171. eCollection 2022 Sep. PubMed PMID: 36204534; PubMed Central PMCID: PMC9530777.

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Linna N, Kahn CE Jr. Applications of natural language processing in radiology: A systematic review. Int J Med Inform. 2022 Jul;163:104779. doi: 10.1016/j.ijmedinf.2022.104779. Epub 2022 Apr 26. Review. PubMed PMID: 35533413.

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Kahn CE Jr. Analysis of Causal Relationships in Integrated Ontologies of Diseases, Phenotypes, and Radiological Diagnosis. Stud Health Technol Inform. 2022 Jun 6;290:258-262. doi: 10.3233/SHTI220074. PubMed PMID: 35673013.

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Sebro R, Kahn CE Jr. Causal Associations Among Diseases and Imaging Findings in Radiology Reports. Stud Health Technol Inform. 2022 May 25;294:411-412. doi: 10.3233/SHTI220487. PubMed PMID: 35612109.

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Filice RW, Kahn CE Jr. Biomedical Ontologies to Guide AI Development in Radiology. J Digit Imaging. 2021 Dec;34(6):1331-1341. doi: 10.1007/s10278-021-00527-1. Epub 2021 Nov 1. Review. PubMed PMID: 34724143; PubMed Central PMCID: PMC8669056.

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Linguraru MG, Maier-Hein L, Summers RM, Kahn CE Jr. RSNA-MICCAI Panel Discussion: 2. Leveraging the Full Potential of AI-Radiologists and Data Scientists Working Together. Radiol Artif Intell. 2021 Nov;3(6):e210248. doi: 10.1148/ryai.2021210248. eCollection 2021 Nov. PubMed PMID: 34870225; PubMed Central PMCID: PMC8637227.

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Sounderajah V, Ashrafian H, Rose S, Shah NH, Ghassemi M, Golub R, Kahn CE Jr, Esteva A, Karthikesalingam A, Mateen B, Webster D, Milea D, Ting D, Treanor D, Cushnan D, King D, McPherson D, Glocker B, Greaves F, Harling L, Ordish J, Cohen JF, Deeks J, Leeflang M, Diamond M, McInnes MDF, McCradden M, Abràmoff MD, Normahani P, Markar SR, Chang S, Liu X, Mallett S, Shetty S, Denniston A, Collins GS, Moher D, Whiting P, Bossuyt PM, Darzi A. A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI. Nat Med. 2021 Oct;27(10):1663-1665. doi: 10.1038/s41591-021-01517-0. PubMed PMID: 34635854.

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Holmes JH, Beinlich J, Boland MR, Bowles KH, Chen Y, Cook TS, Demiris G, Draugelis M, Fluharty L, Gabriel PE, Grundmeier R, Hanson CW, Herman DS, Himes BE, Hubbard RA, Kahn CE Jr, Kim D, Koppel R, Long Q, Mirkovic N, Morris JS, Mowery DL, Ritchie MD, Urbanowicz R, Moore JH. Why Is the Electronic Health Record So Challenging for Research and Clinical Care?. Methods Inf Med. 2021 May;60(1-02):32-48. doi: 10.1055/s-0041-1731784. Epub 2021 Jul 19. PubMed PMID: 34282602; PubMed Central PMCID: PMC9295893.

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Mittl GS, Cook TS, Hill PA, Cho J, Shea JA, Kahn CE Jr, Zafar HM. Patient Understanding of Abnormal Imaging Findings Under Pennsylvania Act 112: A Call to Revise Mandated Notification Message Language. J Am Coll Radiol. 2021 Jul;18(7):951-961. doi: 10.1016/j.jacr.2021.02.012. Epub 2021 Mar 13. PubMed PMID: 33726983.

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Omoumi P, Ducarouge A, Tournier A, Harvey H, Kahn CE Jr, Louvet-de Verchère F, Pinto Dos Santos D, Kober T, Richiardi J. To buy or not to buy-evaluating commercial AI solutions in radiology (the ECLAIR guidelines). Eur Radiol. 2021 Jun;31(6):3786-3796. doi: 10.1007/s00330-020-07684-x. Epub 2021 Mar 5. PubMed PMID: 33666696; PubMed Central PMCID: PMC8128726.

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Fried JG, Pakpoor J, Kahn CE Jr, Zafar HM. Lessons From the Free-Text Epidemic: Opportunities to Optimize Deployment of Imaging Clinical Decision Support. J Am Coll Radiol. 2021 Mar;18(3 Pt B):467-474. doi: 10.1016/j.jacr.2021.01.002. PubMed PMID: 33663756; PubMed Central PMCID: PMC9187972.

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Steinkamp JM, Pomeranz T, Adleberg J, Kahn CE Jr, Cook TS. Evaluation of Automated Public De-Identification Tools on a Corpus of Radiology Reports. Radiol Artif Intell. 2020 Nov;2(6):e190137. doi: 10.1148/ryai.2020190137. eCollection 2020 Nov. PubMed PMID: 33937843; PubMed Central PMCID: PMC8082401.

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Shah C, Cook TS, Chen PH, Hyland S, Heavener R, Kahn CE Jr, Scanlon MH. Improving Triage of After-Hours Radiology Examinations Through Worklist Unification. J Am Coll Radiol. 2020 Jul;17(7):970-975. doi: 10.1016/j.jacr.2019.11.031. Epub 2020 Mar 3. PubMed PMID: 32142638; PubMed Central PMCID: PMC7338230.

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Kundu S, Elhalawani H, Gichoya JW, Kahn CE Jr. How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?. Radiol Artif Intell. 2020 May;2(3):e200053. doi: 10.1148/ryai.2020200053. eCollection 2020 May. PubMed PMID: 33928254; PubMed Central PMCID: PMC7233385.

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Elahi A, Reid D, Redfern RO, Kahn CE Jr, Cook TS. Automating Import and Reconciliation of Outside Examinations Submitted to an Academic Radiology Department. J Digit Imaging. 2020 Apr;33(2):355-360. doi: 10.1007/s10278-019-00291-3. PubMed PMID: 31713071; PubMed Central PMCID: PMC7165222.

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Mongan J, Moy L, Kahn CE Jr. Checklist for Artificial Intelligence in Medical Imaging (CLAIM): A Guide for Authors and Reviewers. Radiol Artif Intell. 2020 Mar;2(2):e200029. doi: 10.1148/ryai.2020200029. eCollection 2020 Mar. PubMed PMID: 33937821; PubMed Central PMCID: PMC8017414.

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Borgstede J, Kahn C. 2018–2019 Manuscript Reviewers: A Note of Thanks. Radiology: Artificial Intelligence. 2020 March; 2(2):e204001-. doi: 10.1148/ryai.2020204001.

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Mittl GS, Hill PA, Cook TS, Kahn CE Jr, Alkhatib S, Zafar HM. Ensuring Patient Follow-up of Significant Abnormalities Under Pennsylvania Act 112. J Am Coll Radiol. 2020 Feb;17(2):268-271. doi: 10.1016/j.jacr.2019.09.004. Epub 2019 Sep 28. PubMed PMID: 31574258.

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Kahn C. Looking Ahead. Radiology: Artificial Intelligence. 2019 November; 1(6):e194003-. doi: 10.1148/ryai.2019194003.

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Kohli M, Alkasab T, Wang K, Heilbrun ME, Flanders AE, Dreyer K, Kahn CE Jr. Bending the Artificial Intelligence Curve for Radiology: Informatics Tools From ACR and RSNA. J Am Coll Radiol. 2019 Oct;16(10):1464-1470. doi: 10.1016/j.jacr.2019.06.009. Epub 2019 Jul 15. Review. PubMed PMID: 31319078.

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Kahn CE Jr. We All Need a Little Magic. Radiol Artif Intell. 2019 Jul;1(4):e194002. doi: 10.1148/ryai.2019194002. eCollection 2019 Jul. PubMed PMID: 33937799; PubMed Central PMCID: PMC8017428.

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Martin-Carreras T, Kahn CE Jr. Integrating Wikipedia Articles and Images into an Information Resource for Radiology Patients. J Digit Imaging. 2019 Jun;32(3):349-353. doi: 10.1007/s10278-018-0133-4. PubMed PMID: 30402667; PubMed Central PMCID: PMC6499838.

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Chan PYW, Kahn CE Jr. Evaluating Completeness of a Radiology Glossary Using Iterative Refinement. J Digit Imaging. 2019 Jun;32(3):417-419. doi: 10.1007/s10278-018-0137-0. PubMed PMID: 30298435; PubMed Central PMCID: PMC6499839.

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Filice RW, Kahn CE Jr. Integrating an Ontology of Radiology Differential Diagnosis with ICD-10-CM, RadLex, and SNOMED CT. J Digit Imaging. 2019 Apr;32(2):206-210. doi: 10.1007/s10278-019-00186-3. PubMed PMID: 30706210; PubMed Central PMCID: PMC6456639.

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Kahn CE Jr. Do the Right Thing. Radiol Artif Intell. 2019 Mar;1(2):e194001. doi: 10.1148/ryai.2019194001. eCollection 2019 Mar. PubMed PMID: 33937790; PubMed Central PMCID: PMC8017388.