Chinese guideline for the application of rectal cancer staging recognition systems based on artificial intelligence platforms (2021 edition)
被引量:1
摘要
Development and Application of Artificial Intelligence Recognition Systems in Rectal Cancer Staging Whether for surgical treatment or for neoadjuvant chemoradiotherapy,imaging evaluation has become an important basis to perform the treatment plans.[1]The reading of imaging results requires a large number of experienced radiologists to complete,but shortages and uneven distributions of personnel cause delays and biases in imaging results.Therefore,independent research and development of automatic recognition systems of rectal cancer staging based on artificial intelligence(AI)platforms aim to partially replace practitioners’work and achieve rapid and accurate identification of rectal cancer staging.
基金
International Practice Guideline Registry(No.IPGRP-2020CN175).
参考文献8
-
1徐吉华,周晓明,马金龙,刘世松,张茂申,郑学风,张训营,刘广伟,张宪祥,卢云,王东升.基于磁共振平扫对直肠癌侵犯环周切缘行卷积神经网络风险评估的研究[J].中华胃肠外科杂志,2020,23(6):572-577. 被引量:8
-
2Yuan Gao,Zheng-Dong Zhang,Shuo Li,Yu-Ting Guo,Qing-Yao Wu,Shu-Hao Liu,Shu-Jian Yang,Lei Ding,Bao-Chun Zhao,Shuai Li,Yun Lu.Deep neural network-assisted computed tomography diagnosis of metastatic lymph nodes from gastric cancer[J].Chinese Medical Journal,2019(23):2804-2811. 被引量:12
-
3Lei Ding,Guang-Wei Liu,Bao-Chun Zhao,Yun-Peng Zhou,Shuai Li,Zheng-Dong Zhang,Yu-Ting Guo,Ai-Qin Li,Yun Lu,Hong-Wei Yao,Wei-Tang Yuan,Gui-Ying Wang,Dian-Liang Zhang,Lei Wang.Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer[J].Chinese Medical Journal,2019(4):379-387. 被引量:12
-
4刘广伟,李帅,陈永健,卢云.基于人工智能技术的产学研深度融合在胃肠外科诊疗中的科技创新和成果转化经验分享[J].中华胃肠外科杂志,2020,23(6):557-561. 被引量:12
-
5张忠涛,杨盈赤.借助新理论新技术推动结直肠外科发展[J].中华外科杂志,2020,58(8):586-588. 被引量:3
-
6Shang-Long Liu,Shuo Li,Yu-Ting Guo,Yun-Peng Zhou,Zheng-Dong Zhang,Shuai Li,Yun Lu.Establishment and application of an artificial intelligence diagnosis system for pancreatic cancer with a faster region-based convolutional neural network[J].Chinese Medical Journal,2019(23):2795-2803. 被引量:23
-
7王顺正,王继刚,卢云,张月娟,信芳杰,刘尚龙,张宪祥,刘广伟,李帅,隋栋,王东升.卷积神经网络在胃癌转移淋巴结病理学诊断中的临床应用[J].中华外科杂志,2019,57(12):934-938. 被引量:4
-
8周云朋,李硕,张宪祥,张正东,高远翔,丁磊,卢云.基于深度神经网络的高分辨MRI直肠淋巴结辅助诊断系统的临床应用价值研究[J].中华外科杂志,2019,57(2):108-113. 被引量:23
二级参考文献25
-
1无,姚宏伟,张忠涛,郑民华.直肠癌经肛全直肠系膜切除中国专家共识及临床实践指南(2019版)[J].中国实用外科杂志,2019,39(11):1121-1128. 被引量:74
-
2周云朋,李硕,张宪祥,张正东,高远翔,丁磊,卢云.基于深度神经网络的高分辨MRI直肠淋巴结辅助诊断系统的临床应用价值研究[J].中华外科杂志,2019,57(2):108-113. 被引量:23
-
3库雷志,马明平,包强,俞顺.直肠癌高分辨MRI临床研究相关进展[J].放射学实践,2015,30(5):603-606. 被引量:11
-
4王屹.直肠癌转移性淋巴结影像诊断及其临床应用[J].中华胃肠外科杂志,2016,19(6):630-633. 被引量:32
-
5马君俊,洪希周,何子锐,臧潞,董峰,陆爱国,冯波,潘睿俊,郑民华.3D与2D腹腔镜结直肠癌根治术中术者主观感受的随机对照研究[J].中华消化外科杂志,2016,15(9):892-896. 被引量:41
-
6无.“健康中国2030”规划纲要[J].中国实用乡村医生杂志,2017,24(7):1-12. 被引量:162
-
7钟文艳.美国智能医疗产业发展现状分析[J].全球科技经济瞭望,2017,32(6):38-44. 被引量:23
-
8刘士远,萧毅.基于深度学习的人工智能对医学影像学的挑战和机遇[J].中华放射学杂志,2017,51(12):899-901. 被引量:63
-
9李浪宇,苏卓,石晓红,黄恩博,罗笑南.图像超分辨率重建中的细节互补卷积模型[J].中国图象图形学报,2018,23(4):572-582. 被引量:6
-
10艾拓,梁亚玲,杜明辉.基于难负样本挖掘的改进Faster RCNN训练方法[J].计算机科学,2018,45(5):250-254. 被引量:7
共引文献73
-
1阚永彪.人工智能对于农业经济增长的技术创新[J].质量与市场,2021(14):127-129.
-
2刘立东,崔镇海.人工智能技术在高校医学专业教与学中的应用研究[J].智慧健康,2021,7(8):155-157. 被引量:2
-
3卢云,刘广伟.人工智能在结直肠癌诊治中应用现状、难点及对策[J].中国实用外科杂志,2020,40(3):271-274. 被引量:8
-
4Xianze Wang,Wen Yuan Chung,Elon Correa,Yi Zhu,Eyad Issa,Ashley R.Dennison.The integration of artificial intelligence models to augment imaging modalities in pancreatic cancer[J].Journal of Pancreatology,2020,3(4):173-180. 被引量:1
-
5Jie Yang,Jiayan Huang,Yonggang Zhang,Keyu Zeng,Min Liao,Zhenpeng Jiang,Wuyongga Bao,Qiang Lu.Contrast-enhanced ultrasound and contrast-enhanced computed tomography for differentiating mass-forming pancreatitis from pancreatic ductal adenocarcinoma:a meta-analysis[J].Chinese Medical Journal,2023,136(17):2028-2036. 被引量:1
-
6余建明.积极探索医学影像新技术[J].中华放射学杂志,2019,53(6):441-446. 被引量:3
-
7刘书豪,郑龙波,李帅,卢云.直肠癌淋巴结转移的深度神经网络评判研究进展[J].中国实用外科杂志,2019,39(7):739-740. 被引量:5
-
8王顺正,王继刚,卢云,张月娟,信芳杰,刘尚龙,张宪祥,刘广伟,李帅,隋栋,王东升.卷积神经网络在胃癌转移淋巴结病理学诊断中的临床应用[J].中华外科杂志,2019,57(12):934-938. 被引量:4
-
9贾凯丽,王雪梅.医学影像人工智能新进展[J].国际放射医学核医学杂志,2020,44(1):27-31. 被引量:3
-
10Zhen Liu,Shu Zhang.Molecular markers contribute to the clinical diagnosis for pancreatic cystic neoplasms[J].Chinese Medical Journal,2020(7):847-852.
同被引文献5
-
1Renehan AG,Malcomson L,Emsley R,张信华.直肠癌放化疗后观察等待与手术治疗的配对队列研究[J].消化肿瘤杂志(电子版),2016,8(1):13-13. 被引量:28
-
2武爱文.直肠癌新辅助治疗后"等待观察"策略实施现状及存在问题[J].中华胃肠外科杂志,2019,22(6):521-526. 被引量:6
-
3Qing-Yao Wu,Shang-Long Liu,Pin Sun,Ying Li,Guang-Wei Liu,Shi-Song Liu,Ji-Lin Hu,Tian-Ye Niu,Yun Lu.Establishment and clinical application value of an automatic diagnosis platform for rectal cancer T-staging based on a deep neural network[J].Chinese Medical Journal,2021(7):821-828. 被引量:6
-
4中华医学会外科学分会结直肠外科学组,北京航空航天大学虚拟现实技术与系统国家重点实验室,张忠涛,郝爱民,卢云,李帅,高源.基于人工智能平台的直肠癌分期识别系统外科临床应用专家建议(2020版)[J].中华外科杂志,2021,59(5):321-323. 被引量:3
-
5刘书豪,苏柯帆,张宪祥,刘广伟,张正东,马金龙,周晓明,李硕,信芳杰,王继刚,姚宏伟,王贵英,肖刚,袁维堂,康亮,张佃良,李帅,卢云.人工智能影像辅助诊断平台对直肠癌壁外血管侵犯识别多中心临床研究[J].中国实用外科杂志,2019,39(10):1081-1084. 被引量:11
-
1Li Qiaohua,Bai Yilu.The Dynamic Mechanism and Realization Paths for High-quality Development of Manufacturing Enterprises in the New Era[J].Contemporary Social Sciences,2020,5(3):59-75.
-
2Rodrigo Arrangoiz,Jeronimo Garcialopez De Llano,Maria Fernanda Mijares,Gonzalo Fernandez-Christlieb,Vanitha Vasudevan,Amit Sastry,Adrian Legaspi.Breast Conserving Surgery: Has the Standard of Care Enhanced Outcomes for Patients?[J].Advances in Breast Cancer Research,2021,10(1):1-23.
-
3Davide Ippolito,Cesare Maino,Maria Ragusi,Marco Porta,Davide Gandola,Cammillo Talei Franzesi,Teresa Paola Giandola,Sandro Sironi.Immune response evaluation criteria in solid tumors for assessment of atypical responses after immunotherapy[J].World Journal of Clinical Oncology,2021,12(5):323-334. 被引量:3
-
4Mi-Fang Li,Jing Zhao,Xiao-Long Tan,Ling-Yan Zhang.Magnetic resonance imaging evaluation of the effects of closed reduction in infants with developmental dysplasia of the hip[J].Chinese Medical Journal,2021(5):611-613. 被引量:2
-
5Hiroyuki Kato,Yukio Asano,Satoshi Arakawa,Masahiro Ito,Norihiko Kawabe,Masahiro Shimura,Chihiro Hayashi,Takayuki Ochi,Hironobu Yasuoka,Takahiko Higashiguchi,Yuka Kondo,Hidetoshi Nagata,Akihiko Horiguchi.Surgery for pancreatic tumors in the midst of COVID-19 pandemic[J].World Journal of Clinical Cases,2021,9(18):4460-4466.
-
6Inhwan Yeo,Neil Joyce,Deepinder P. Singh,Michael T. Milano,Yuhchyau Chen,Sanjukta Bandyopadhyay,Hongmei Yang,Douglas Rosenzweig.Acuros-Based Planning with Density Override for Lung SBRT by a Dynamic Conformal Arc Technique: Comparative Evaluation with AAA-Based Planning in Four-Dimensional Dose[J].International Journal of Medical Physics, Clinical Engineering and Radiation Oncology,2021,10(2):94-110.
-
7Tao Liu,Kun Chen,Rong-Mu Xia,Wen-Gang Li.Retroperitoneal teratoma resection assisted by 3-dimensional visualization and virtual reality:A case report[J].World Journal of Clinical Cases,2021,9(4):935-942.
-
8Imane Benali,Othmane Kaanouch,Asmaa Naim,Hanae El Gouach,Zineb Dahbi,Fadila Kouhen.Dosimetric Comparison: Volumetric Modulated Arc Therapy (VMAT) and 3D Conformal Radiotherapy (3D-CRT) in High Grade Glioma Cancer—Experience of Casablanca Cancer Center at the Cheikh Khalifa International University Hospital[J].International Journal of Medical Physics, Clinical Engineering and Radiation Oncology,2021,10(2):111-117.
-
9Cheng-Gang Li,Zhi-Peng Zhou,Yu-Ze Jia,Xiang-Long Tan,Yu-Yao Song.Radioactive 125I seed implantation for pancreatic cancer with unexpected liver metastasis:A preliminary experience with 26 patients[J].World Journal of Clinical Cases,2021,9(4):792-800. 被引量:4
-
10Xueshun SHEN,Jianjie WANG,Zechun LI,Dehui CHEN,Jiandong GONG.Research and Operational Development of Numerical Weather Prediction in China[J].Journal of Meteorological Research,2020,34(4):675-698. 被引量:13