Multimodal Classification of Cervical Lesions in a Multi-Center Colposcopy Imaging Study (WO1)

Antoine Mirri, Garance Martin, Theo Haëm, Isabelle Bloch, Geoffroy Canlorbe

Development of the model for predicting the efficacy of bevacizumab and prognosis in ovarian cancer using deep learning-based pathomics signatures (WO2)

Han Yin, Qi Liu, Songwei Feng, Yirui Wang, Xiaoying Wei, Xiaoping Qu, Ke Zhang, Guoqing Wang, Yong Ren, Xiang Zhao, Lihua Zhang, Yang Shen

Sound, movement and depth sensors in the obstetric operating room to objectively assess the steps of a new soft caesarean protocol (WO3)

Elise Corbel, Arnaud Huaulmé, Pierre Jannin, Krystel Nyangoh-Timoh, Maela Le Lous

AI-based Surgical Workflow Recognition for Laparoscopic Hysterectomy: A Review of Methods and Results on AutoLaparo Dataset (WO4)

Yeuyao Chen, Yonghao Long, Yang Shen, Qi Dou

Surgical reports based identification of Robotic hysterectomy processes with Large Language Models (WO5)

Aya Bouchair, Krystel Nyangoh-Timoh, Soline Galuret, Pierre Jannin, Arnaud Huaulmé

Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening (WO6)

Aoife McDonald-Bowyer, Anjana Wijekoon, Ryan Laurance Love, Katie Allan, Scott Colvin, Aleksandra Gentry-Maharaj, Adeola Olaitan, Danail Stoyanov, Agostino Stilli1, Sophia Bano

Poster Teasers (2 min presentation)

• Self-supervised Cervical Cancer Detection with Multi-Scale I-JEPA (WP1)

Abu Arnob, Yufei Zhou, Jingwen Sun, Bolin Song, Anant Madabhushi, Xiangxue Wang

• Divide and Conquer: A Large-Scale Dataset and Model for Left–Right Breast MRI Segmentation (WP2)

Maximilian Rokuss, Benjamin Hamm, Yannick Kirchhoff, Klaus Maier-Hein

• Medical Image Computing and Computer-Assisted Interventions for Breast Cancer Risk Stratification in Low-Resource Settings: A Structured Ultrasound Report Pilot from Northeastern Nigeria (WP3)

Alyasaa Anas, Mohammed Lawan, Ahmad Ahidjo 

• Deep Learning-Based Automated Segmentation of Uterine Myomas (WP4)

Tausifa Jan Saleem, Mohammad Yaqub

• Surgical Robotics 2.0: Pioneering Software Solutions for Enhanced Precision and Autonomy (WP5)

Jianying Shao, Jiahui Yu, Yang Shen

• Grounded Breast Cancer Detection via Region-Aware VFMs (WP6)

Tajamul Ashraf, Suhaib Salmani, Mohamnmad Hashid, Salem Almarri, Sadia Hussain, Moloud Abdar, Janibul Bashir 

• Impact of surgical team motion on emotional mother feeling during C-section (WP7)

Zoulikhan Alazar, Maela LE LOUS, Caroline BERIDOT, Pierre Jannin, Arnaud Huaulmé 

• CPS-SAM: A SAM-Enhanced Cross-Pseudo Supervision Framework for Semi-Supervised Breast Cancer Ultrasound Segmentation (WP8)

Juanjuan He, Zhengshi Chen, Xiaoming Liu 

Poster presentation from oral and poster teaser sessions