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| 1 | 医学影像世界的人工智能:挑战与机遇显示文摘Medical imaging is involved in all processes of clinical practice.Approximately 70%of diagnostic information originates from radiologic images,which also account for 90%of the digital data volume of a hospital.However,the number of physicians has increased only modestly compared to the rapid growth in the number of medical images.In China,data from medical imaging increases by 30%every year,whereas the number of radiologists increases by only 4%annually.Artificial intelligence(AI),which is representative technology of the fourth industrial revolution,may alleviate the increasing pressure and job burnout,and further improve the diagnostic efficiency of radiology services[1].Despite the urgent and realistic demand for AI technology,many challenges remain in the development and translation of AI products.The rate of the scientific translation of AI research into clinical applications is extremely low.Furthermore,AI models that are applied in clinical settings exhibit unreliable performance and are often impractical[2].Therefore,radiologists may not have access to suitable medical imaging AI models to solve specific clinical problems.This paper analyzes and discusses this problem according to two aspects:the data sources and the AI algorithm(Fig.1). | 薛华丹 胡歌 洪楠 N.Reed Dunnick 金征宇 | 2023 | Science Bulletin2023，68，7： | 2 |
| 2 | Renal Adenocarcinoma:CT Staging of 100 Tumors显示文摘 | Johnson CD Dunnick NR Cohan RH | 1987 | AJR1987，148，1： | 1 |
| 3 | Adrenal irnaging: current status显示文摘 | Dunnick NR | 1990 | AJR1990，154，5： | 1 |
| 4 | Computed tomography of renal lymphoma显示文摘 | Cohan RH Dunnick NR Leder RA | 1990 | J Comput Assist Tomogr1990，14，： | 1 |
| 5 | Adrenal radiology: dis tinguishing benign from malignant adrenal masses显示文摘 | Dunnick NR Korobkin M Francis I | 1996 | AJR1996，167，： | 1 |
| 6 | Use of low - osmolar agents and premedication to reduce the frequency of advers reactions to radiographic contrast medis: Asurvey of the society of uroradiology显示文摘 | Ellis J H Dunnick N R | 1995 | Radiology1995，194，： | 1 |
| 7 | CT prior to second-look operation in ovarian cancer 显示文摘 | Silverman PM Osborne M Dunnick NR | 1988 | AJR Am J Roentgenol1988，150，4： | 1 |
| 8 | Adrenal radiology: distin guishing benign from malignant adrenal masses显示文摘 | Dunnick NR Korobkin M Francis I | 1996 | Am J Roent genol1996，167，10： | 1 |
| 9 | Shaping the Future: Maintenance of Board Certification and Quality Care显示文摘 | Robert R. Hattery N. Reed Dunnick | 2006 | Journal of the American College of Radiology2006，，11： | 1 |
| 10 | Phenolpthalein exposure causes muhiple carcinogenic effects in experimental model system 显示文摘 | Dunnick JK Hailey JR | 1996 | Cancer Res1996，56，： | 1 |
| 11 | Environmental chemical exposure may contribute to uterine cancer development: studies with tetrabromobisphenol A 显示文摘 | Dunnick J K Sanders J M Kissling G E | 2015 | Toxicologic Pathology2015，43，4： | 1 |
| 12 | Percutaneous transthoracic needleaspiration:a review显示文摘 | Perlmutt LM Johnston WW Dunnick NR | 1989 | AIR Am J Roentgenol1989，152，3： | 1 |
| 13 | Transitional cell carcinoma of pelvicalices and ureter显示文摘 | Leder RA Dunnick NR | 1990 | AJR1990，155，4： | 1 |
| 14 | Adrenal radiology:distinguishing benign from malignant adrenal masses显示文摘 | Dunnick NR Korobkin M Francis I | 1996 | AJR1996，167，： | 1 |
| 15 | Adrenal imaging:current status显示文摘 | Dunnick NR | 1990 | AJR1990，154，： | 1 |
| 16 | Substance P has a role in neurogenic mediation of human wound healing显示文摘 | Dunnick CA Gibran NS Heimbach DM | 1996 | J Bum Care Rehabil1996，17，： | 1 |
| 17 | Retroperitoneal fibrosis:use of CT in distinguishing among possible causes显示文摘 | Degeses GE Dunnick NR Silverman PM | 1986 | AJR1986，146，1： | 1 |
| 18 | Transitional cell carcinoma of pelvicalices and ureter显示文摘 | Leder RA Dunnick WR | 1990 | AJR1990，155，： | 1 |
| 19 | Imaging of adrenal incidentalomas:current status显示文摘 | Dunnick NR Korobkin M | 2002 | AJR2002，179，3： | 1 |
| 20 | Transitional cell carcinoma of the pelvicalices and ureter显示文摘 | Leder RA Dunnick NR | 1990 | A JR1990，155，3： | 1 |
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