Diagnostic evaluation of a deep learning model for optical diagnosis of colorectal cancer
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Wei Zhang | Xiangchun Li | Baocun Sun | Jia Liu | Bangmao Wang | Meng Yang | Yichen Yang | Kexin Chen | Qiang Zhang | D. Kong | Lin Sun | Xiangdong Tian | Jiefu Wang | Dejun Zhou | Zhibin Li | Xianghui Huang | Fei Tian | Zuoyu Chen | Junfeng Wang | Nan Zhou | Guoliang Zhang | Feng Zhao | Xuexi Guo
[1] Erratum: Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. , 2020, CA: a cancer journal for clinicians.
[2] Ying Jin,et al. Real-time artificial intelligence for detection of upper gastrointestinal cancer by endoscopy: a multicentre, case-control, diagnostic study. , 2019, The Lancet. Oncology.
[3] M. Gurcan,et al. Diagnosis of thyroid cancer using deep convolutional neural network models applied to sonographic images: a retrospective, multicohort, diagnostic study. , 2019, The Lancet. Oncology.
[4] Danail Stoyanov,et al. Artificial intelligence and computer-aided diagnosis in colonoscopy: current evidence and future directions. , 2019, The lancet. Gastroenterology & hepatology.
[5] P. Baldi,et al. Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy. , 2018, Gastroenterology.
[6] T. Berzin,et al. Development and validation of a deep-learning algorithm for the detection of polyps during colonoscopy , 2018, Nature Biomedical Engineering.
[7] A. Jemal,et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries , 2018, CA: a cancer journal for clinicians.
[8] Hayato Itoh,et al. Artificial Intelligence-Assisted Polyp Detection for Colonoscopy: Initial Experience. , 2018, Gastroenterology.
[9] L. Gilissen,et al. Double-Balloon Endoscopy after Incomplete Colonoscopy and Its Comparison with Computed Tomography Colonography , 2018, Clinical endoscopy.
[10] Henry Horng-Shing Lu,et al. Accurate Classification of Diminutive Colorectal Polyps Using Computer-Aided Analysis. , 2017, Gastroenterology.
[11] Kaiming He,et al. Focal Loss for Dense Object Detection , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[12] Abhishek Das,et al. Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization , 2016, 2017 IEEE International Conference on Computer Vision (ICCV).
[13] Kilian Q. Weinberger,et al. Densely Connected Convolutional Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[14] Masahiro Oda,et al. Impact of an automated system for endocytoscopic diagnosis of small colorectal lesions: an international web-based study , 2016, Endoscopy.
[15] D. Rex,et al. Regional center for complex colonoscopy: yield of neoplasia in patients with prior incomplete colonoscopy. , 2016, Gastrointestinal endoscopy.
[16] Jens Keilwagen,et al. PRROC: computing and visualizing precision-recall and receiver operating characteristic curves in R , 2015, Bioinform..
[17] Silvia Sanduleanu,et al. Development and validation of the WASP classification system for optical diagnosis of adenomas, hyperplastic polyps and sessile serrated adenomas/polyps , 2015, Gut.
[18] Takaya Saito,et al. The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets , 2015, PloS one.
[19] Ramazan Mammadov,et al. Cyclamen graecum ekstraktlarının sıçan alt gastrointestinal sistem üzerindeki etkilerinin histokimyasal olarak araştırılması , 2015 .
[20] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[21] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[22] J. GarcíaSánchez. [Colonoscopic polypectomy and long-term prevention of colorectal cancer deaths]. , 2012 .
[23] Mark P Purdue,et al. Colorectal-cancer incidence and mortality with screening flexible sigmoidoscopy. , 2012, The New England journal of medicine.
[24] A. Jemal,et al. Cancer treatment and survivorship statistics, 2012 , 2012, CA: a cancer journal for clinicians.
[25] A. Zauber,et al. Colonoscopic Polypectomy and Long-Term Prevention of Colorectal Cancer Deaths , 2012 .
[26] A. Zauber,et al. Colonoscopic polypectomy and long-term prevention of colorectal-cancer deaths. , 2012, The New England journal of medicine.
[27] E. Kliewer,et al. The reduction in colorectal cancer mortality after colonoscopy varies by site of the cancer. , 2010, Gastroenterology.
[28] C. Mulder,et al. Colonic work-up after incomplete colonoscopy: significant new findings during follow-up , 2010, Endoscopy.
[29] Cancer,et al. Once-only flexible sigmoidoscopy screening in prevention of colorectal cancer: a multicentre randomised controlled trial , 2010, The Lancet.
[30] J. Reguła,et al. Colonoscopy in colorectal-cancer screening for detection of advanced neoplasia. , 2006, The New England journal of medicine.
[31] R. Capocaccia,et al. Efficacy in standard clinical practice of colonoscopic polypectomy in reducing colorectal cancer incidence , 2001, Gut.
[32] D. Lieberman,et al. Use of colonoscopy to screen asymptomatic adults for colorectal cancer. Veterans Affairs Cooperative Study Group 380. , 2000, The New England journal of medicine.
[33] R. Newcombe. Two-sided confidence intervals for the single proportion: comparison of seven methods. , 1998, Statistics in medicine.
[34] Ramprasaath R. Selvaraju,et al. Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization , 2016 .
[35] K. Chayama,et al. Computer-aided system for predicting the histology of colorectal tumors by using narrow-band imaging magnifying colonoscopy (with video). , 2012, Gastrointestinal endoscopy.