Top Papers: Radiologie (2024)

Die 50 meistzitierten Arbeiten zu Radiologie aus dem Jahr 2024 (von 2.554 insgesamt).

Die Radiologie gehört zu den Fachbereichen, in denen digitale Technologien besonders großen Einfluss haben. Automatisierte Befundungssysteme und KI-gestützte Bildanalysen ergänzen zunehmend die Arbeit von Radiologen. Gleichzeitig verändern sich Ausbildungskonzepte und Qualitätsstandards. Diese Übersicht zeigt die einflussreichsten Arbeiten und aktuellen Trends in der radiologischen Forschung.

2022 2023 2024 2025

#	Paper	Zitationen
1	Large Language Model Influence on Diagnostic Reasoning Ethan Goh, Robert Gallo, Jason Hom et al. JAMA Network Open	452
2	Basic Clinical Radiobiology Michael C. Joiner, Albert van der KogeJ. l —	239
3	GPT versus Resident Physicians — A Benchmark Based on Official Board Scores Uriel Katz, Eran Cohen, Eliya Shachar et al. NEJM AI	122
4	Collaboration between clinicians and vision–language models in radiology report generation Ryutaro Tanno, David G. T. Barrett, Andrew Sellergren et al. Nature Medicine	119
5	Potential of GPT-4 for Detecting Errors in Radiology Reports: Implications for Reporting Accuracy Roman Johannes Gertz, Thomas Dratsch, Alexander C. Bunck et al. Radiology	119
6	Quantitative Evaluation of Large Language Models to Streamline Radiology Report Impressions: A Multimodal Retrospective Analysis Rushabh Doshi, Kanhai Amin, P.K. Khosla et al. Radiology	111
7	Understanding and Mitigating Bias in Imaging Artificial Intelligence Ali S. Tejani, Yee S. Ng, Yin Xi et al. Radiographics	100
8	Performance of an Open-Source Large Language Model in Extracting Information from Free-Text Radiology Reports Bastien Le Guellec, Alexandre Lefèvre, Charlotte Geay et al. Radiology Artificial Intelligence	93
9	Using ChatGPT-4 to Create Structured Medical Notes From Audio Recordings of Physician-Patient Encounters: Comparative Study Annessa Kernberg, Jeffrey A. Gold, Vishnu Mohan Journal of Medical Internet Research	91
10	Large language models for structured reporting in radiology: past, present, and future Felix Busch, Lena Hoffmann, Daniel Santos et al. European Radiology	84
11	Harnessing the potential of large language models in medical education: promise and pitfalls Trista M. Benítez, Yueyuan Xu, J. Donald Boudreau et al. Journal of the American Medical Informatics Association	83
12	BI-RADS Category Assignments by GPT-3.5, GPT-4, and Google Bard: A Multilanguage Study Andrea Cozzi, Katja Pinker, Andri Hidber et al. Radiology	76
13	Developing, purchasing, implementing and monitoring AI tools in radiology: practical considerations. A multi-society statement from the ACR, CAR, ESR, RANZCR & RSNA Adrian P. Brady, Bibb Allen, Jaron Chong et al. Insights into Imaging	73
14	Artificial Intelligence and Healthcare Simulation: The Shifting Landscape of Medical Education Allan J. Hamilton Cureus	72
15	Patient-centered radiology reports with generative artificial intelligence: adding value to radiology reporting Jiwoo Park, Kangrok Oh, Kyunghwa Han et al. Scientific Reports	68
16	Evaluation of Reliability, Repeatability, Robustness, and Confidence of GPT-3.5 and GPT-4 on a Radiology Board–style Examination Satheesh Krishna, Nishaant Bhambra, Robert Bleakney et al. Radiology	68
17	Large Language Models for Automated Synoptic Reports and Resectability Categorization in Pancreatic Cancer Rajesh Bhayana, Bipin Nanda, Taher Dehkharghanian et al. Radiology	68
18	Effects of artificial intelligence implementation on efficiency in medical imaging—a systematic literature review and meta-analysis Katharina Wenderott, Jim Krups, Fiona Zaruchas et al. npj Digital Medicine	68
19	AI education for clinicians Tim Schubert, Tim Oosterlinck, Robert D. Stevens et al. EClinicalMedicine	62
20	Comparing the Diagnostic Performance of GPT-4-based ChatGPT, GPT-4V-based ChatGPT, and Radiologists in Challenging Neuroradiology Cases Daisuke Horiuchi, Hiroyuki Tatekawa, Tatsushi Oura et al. Clinical Neuroradiology	58
21	Optimizing radiation safety in dentistry Erika Benavides, Joseph R. Krecioch, Roger T. Connolly et al. The Journal of the American Dental Association	58
22	Short-Term Strategies for Augmenting the National Radiologist Workforce James V. Rawson, Dana Smetherman, Eric Rubin American Journal of Roentgenology	56
23	Generative Large Language Models for Detection of Speech Recognition Errors in Radiology Reports Reuben Schmidt, Jarrel Seah, Ke Cao et al. Radiology Artificial Intelligence	56
24	Constructing a Large Language Model to Generate Impressions from Findings in Radiology Reports Lu Zhang, Mingqian Liu, Lingyun Wang et al. Radiology	56
25	ChatGPT to generate clinical vignettes for teaching and multiple-choice questions for assessment: A randomized controlled experiment Özlem Çoşkun, Yavuz Selim Kıyak, Işıl İrem Budakoğlu Medical Teacher	54
26	Precision Education: The Future of Lifelong Learning in Medicine Sanjay V. Desai, Jesse Burk‐Rafel, Kimberly D. Lomis et al. Academic Medicine	53
27	Art or Artifact: Evaluating the Accuracy, Appeal, and Educational Value of AI-Generated Imagery in DALL·E 3 for Illustrating Congenital Heart Diseases Mohamad‐Hani Temsah, Abdullah Alhuzaimi, Mohammed Almansour et al. Journal of Medical Systems	53
28	Creating virtual patients using large language models: scalable, global, and low cost David A. Cook Medical Teacher	53
29	Translating musculoskeletal radiology reports into patient-friendly summaries using ChatGPT-4 Ian J. Kuckelman, Karla Wetley, Paul H. Yi et al. Skeletal Radiology	51
30	ChatGPT’s diagnostic performance based on textual vs. visual information compared to radiologists’ diagnostic performance in musculoskeletal radiology Daisuke Horiuchi, Hiroyuki Tatekawa, Tatsushi Oura et al. European Radiology	49
31	ChatGPT and assistive AI in structured radiology reporting: A systematic review Ethan Sacoransky, Benjamin Y. M. Kwan, Donald Soboleski Current Problems in Diagnostic Radiology	48
32	Advancement in pleura effusion diagnosis: a systematic review and meta-analysis of point-of-care ultrasound versus radiographic thoracic imaging Hany A Zaki, Bilal Albaroudi, Eman E. Shaban et al. The Ultrasound Journal	47
33	Medical education and physician training in the era of artificial intelligence Yueyuan Xu, Zehua Jiang, Daniel Shu Wei Ting et al. Singapore Medical Journal	47
34	GPT-4 Turbo with Vision fails to outperform text-only GPT-4 Turbo in the Japan Diagnostic Radiology Board Examination Yuichiro Hirano, Shouhei Hanaoka, Takahiro Nakao et al. Japanese Journal of Radiology	47
35	Evaluating the Effectiveness of advanced large language models in medical Knowledge: A Comparative study using Japanese national medical examination Mingxin Liu, Tsuyoshi Okuhara, Zhehao Dai et al. International Journal of Medical Informatics	47
36	Large Language Models as Tools to Generate Radiology Board-Style Multiple-Choice Questions Neel Mistry, Huzaifa Saeed, Sidra Rafique et al. Academic Radiology	46
37	Transforming free-text radiology reports into structured reports using ChatGPT: A study on thyroid ultrasonography Huan Jiang, Shujun Xia, Yixuan Yang et al. European Journal of Radiology	45
38	A holistic approach to implementing artificial intelligence in radiology Bomi Kim, Stephan R. Romeijn, Mark A. van Buchem et al. Insights into Imaging	45
39	More Tethered to the EHR: EHR Workload Trends Among Academic Primary Care Physicians, 2019-2023 Brian Arndt, Mark A. Micek, Adam Rule et al. The Annals of Family Medicine	45
40	Performance of ChatGPT on Ophthalmology-Related Questions Across Various Examination Levels: Observational Study Firas Haddad, Joanna S Saade JMIR Medical Education	44
41	Impact of a Digital Scribe System on Clinical Documentation Time and Quality: Usability Study Marieke van Buchem, Ilse Kant, L.A. King † et al. JMIR AI	44
42	A novel reporting workflow for automated integration of artificial intelligence results into structured radiology reports Tobias Jorg, Moritz C. Halfmann, Fabian Stoehr et al. Insights into Imaging	44
43	Developing, Purchasing, Implementing and Monitoring AI Tools in Radiology: Practical Considerations. A Multi-Society Statement From the ACR, CAR, ESR, RANZCR & RSNA Adrian P. Brady, Bibb Allen, Jaron Chong et al. Canadian Association of Radiologists Journal	43
44	ChatGPT as a Tool for Medical Education and Clinical Decision-Making on the Wards: Case Study Anthony Skryd, Katharine Lawrence JMIR Formative Research	43
45	Performance of GPT-4 with Vision on Text- and Image-based ACR Diagnostic Radiology In-Training Examination Questions Nolan Hayden, Spencer Gilbert, Laila Poisson et al. Radiology	42
46	Integrating and Adopting AI in the Radiology Workflow: A Primer for Standards and Integrating the Healthcare Enterprise (IHE) Profiles Ali S. Tejani, Tessa S. Cook, Mohannad Hussain et al. Radiology	40
47	Using <scp>GPT</scp>‐4 for <scp>LI‐RADS</scp> feature extraction and categorization with multilingual free‐text reports Kyowon Gu, Jeong Hyun Lee, Jaeseung Shin et al. Liver International	39
48	The current troubled state of the global pathology workforce: a concise review Elizabeth Walsh, Nicolas M. Orsi Diagnostic Pathology	39
49	Grading by AI makes me feel fairer? How different evaluators affect college students’ perception of fairness Fangyuan Chai, Jiajia Ma, Yi Wang et al. Frontiers in Psychology	39
50	From jargon to clarity: Improving the readability of foot and ankle radiology reports with an artificial intelligence large language model James J. Butler, Michael Harrington, Yixuan Tong et al. Foot and Ankle Surgery	38

Top Papers: Radiologie (2024)

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