AI-driven automatic compression system for colorectal anastomosis

Chekan E, Whelan RL (2014) Surgical stapling device–tissue interactions: what surgeons need to know to improve patient outcomes. Med Dev Evi Res. https://doi.org/10.2147/MDER.S67338

Article  Google Scholar 

Ho YH, Ashour MAT (2010) Techniques for colorectal anastomosis. World J Gastroenterol: WJG 16(13):1610

Article  PubMed  PubMed Central  Google Scholar 

ETHICON™ circular stapler optimal device performance guide 059221–220523. 2022. https://www.jnjmedtech.com/system/files/pdf/ECHELON-CIRCULAR-Powered-Stapler-Optimized-Device-Performance-Guide-059221-220523.pdf,

Pendlimari R, Holubar SD, Dozois EJ, Larson DW, Pemberton JH, Cima RR (2012) Technical proficiency in hand-assisted laparoscopic colon and rectal surgery: determining how many cases are required to achieve mastery. Arch Surg 147(4):317–322

Article  PubMed  Google Scholar 

Kim JS, Park SH, Kim NS, Lee IY, Jung HS, Ahn HM, Baek KR (2022) Compression automation of circular stapler for preventing compression injury on gastrointestinal anastomosis. Intern J Med Robotics Comp Assist Surg. https://doi.org/10.1002/rcs.2374

Article  Google Scholar 

Herzig, D. O., Ogilvie, J. W., Chudzinski, A., Ferrara, A., Ashraf, S. Q., Jimenez-Rodriguez, R. M., ... & Sylla, P. (2020). Assessment of a circular powered stapler for creation of anastomosis in left-sided colorectal surgery: a prospective cohort study. International Journal of Surgery, 84, 140–146.

Géron, A. (2022). Classification. In Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. O'Reilly Media, Inc.

Vapnik V (1995) Support-vector networks Machine learning 20:273–297

Google Scholar 

Kira, K., & Rendell, L. A. (1992, July). The feature selection problem: Traditional methods and a new algorithm. In Proceedings of the tenth national conference on Artificial intelligence (pp. 129–134).

Kira, K., & Rendell, L. A. (1992). A practical approach to feature selection. In Machine learning proceedings 1992 (pp. 249–256). Morgan Kaufmann.

Arlinghaus S (2023) Practical handbook of curve fitting. CRC Press

Book  Google Scholar 

Dierckx P (1995) Curve and surface fitting with splines. Oxford University Press

Google Scholar 

He H, Garcia EA (2009) Learning from imbalanced data. IEEE Trans Knowl Data Eng 21(9):1263–1284

Article  Google Scholar 

Krawczyk B (2016) Learning from imbalanced data: open challenges and future directions. Progress Artificial Intelligence 5(4):221–232

Article  Google Scholar 

Bunkhumpornpat, C., Sinapiromsaran, K., & Lursinsap, C. (2009). Safe-level-smote: Safe-level-synthetic minority over-sampling technique for handling the class imbalanced problem. In Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia Conference, PAKDD 2009 Bangkok, Thailand, April 27–30, 2009 Proceedings 13 (pp. 475–482). Springer, Berlin Heidelberg.

Vinutha, H. P., Poornima, B., & Sagar, B. M. (2018). Detection of outliers using interquartile range technique from intrusion dataset. In Information and Decision Sciences: Proceedings of the 6th International Conference on FICTA (pp. 511–518). Springer Singapore.

Son GM, Kwon MS, Ahn HM, Lee IY, Kim GH, Nam KW, Kong CS (2020) Compression injury of the circular stapler for gastrointestinal end-to-end anastomosis: preliminary in-vitro study. Ann Surgical Treat Res. https://doi.org/10.4174/astr.2020.99.2.72

Article  Google Scholar 

Fawcett T (2006) An introduction to ROC analysis. Pattern Recogn Lett 27(8):861–874

Article  Google Scholar 

Witte RS, Witte JS (2017) Statistics. John Wiley & Sons

Google Scholar 

Shapiro SS, Wilk MB (1965) An analysis of variance test for normality (complete samples). Biometrika 52(3/4):591–611

Article  Google Scholar 

James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). An Introduction to Statistical Learning (pp. 238–243). Springer. https://www.statlearning.com/

Dekking FM, Kraaikamp C, Lopuhaä HP, Meester LE (2005) A Modern Introduction to Probability and Statistics: Understanding why and how. Springer, London

Book  Google Scholar 

Elghamrini Y (2021) Critical surgical errors by junior fellows and trainees in low rectal cancer surgery: How to overcome? (A cross-sectional study). Ann Med Surg 62:440–445

Article  Google Scholar 

Shamsuddin AM (1990) Normal and pathological anatomy of the large intestine. Colon Cancer Cells 2:15–40

Article  Google Scholar 

McGuire J, Wright IC, Leverment JN (2001) An in vitro assessment of tissue compression damage during circular stapler approximation tests, measuring expulsion of intracellular fluid and force. Proc Inst Mech Eng [H] 215(6):589–597

Article  CAS  Google Scholar 

Rosen J, Brown JD, De S, Sinanan M, Hannaford B (2008) Biomechanical properties of abdominal organs in vivo and postmortem under compression loads. J Biomech Eng. DOI 10(1115/1):2898712

Google Scholar 

留言 (0)

沒有登入
gif