Accurate deep learning model using semi-supervised learning and Noisy Student for cervical cancer screening in low magnification images

Y Kurita, S Meguro, N Tsuyama, I Kosugi, Y Enomoto… - Plos one, 2023 - journals.plos.org
Deep learning technology has been used in the medical field to produce devices for clinical
practice. Deep learning methods in cytology offer the potential to enhance cancer screening …

Beyond sentinel lymph node: Outcomes of indocyanine green-guided pelvic lymphadenectomy in endometrial and cervical cancer

B Chiofalo, AS Laganà, F Ghezzi, C Certelli… - International Journal of …, 2023 - mdpi.com
Background: The aim of our study was to compare the number of lymph nodes removed
during indocyanine green (ICG)-guided laparoscopic/robotic pelvic lymphadenectomy with …

Predictive modeling of postoperative gastrointestinal dysfunction: the role of serum bilirubin, sodium levels, and surgical duration in gynecological cancer care

L He, J Hu, Y Han, W Xiong - BMC Women's Health, 2023 - Springer
Objective To elucidate the role of preoperative serum bilirubin and sodium levels, along with
the duration of surgery, in predicting postoperative gastrointestinal dysfunction (POGD) …

[PDF][PDF] Buddy operating in gynaecological oncology surgery: a large UK cancer centre's experience

JC McMullan, K Reilly, M McLarnon, L Christie… - Eur. J. Gynaecol …, 2024 - oss.ejgo.net
Expert second opinions in surgery improve patient outcomes and influence surgical decision-
making, allowing for peer review in peri-operative planning. The aim of this study is to …