Motivation for the Design and Implementation of a SMS Slang Converter for Android Devices. - Collins N. Udanor; Chinedu Innocent Nwoye (Int. J. Interact. Mob. Technol., 2016)

Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos. - Chinedu Innocent Nwoye; Didier Mutter; Jacques Marescaux; Nicolas Padoy (Int. J. Comput. Assist. Radiol. Surg., 2019)

Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets. - Chinedu Innocent Nwoye; Cristians Gonzalez; Tong Yu 009; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Nicolas Padoy (MICCAI (3), 2020)

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. - Martin Wagner 001; Beat Peter Müller-Stich; Anna Kisilenko; Duc Tran; Patrick Heger; Lars Mündermann; David M. Lubotsky; Benjamin Müller; Tornike Davitashvili; Manuela Capek; Annika Reinke; Tong Yu 009; et al. (CoRR, 2021)

2020 CATARACTS Semantic Segmentation Challenge. - Imanol Luengo; Maria Grammatikopoulou; Rahim Mohammadi; Chris Walsh; Chinedu Innocent Nwoye; Deepak Alapatt; Nicolas Padoy; Zhen-Liang Ni; Chen-Chen Fan; Gui-Bin Bian; Zeng-Guang Hou; Heonjin Ha; et al. (CoRR, 2021)

Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets. - Chinedu Innocent Nwoye; Nicolas Padoy (CoRR, 2022)

Dissecting Self-Supervised Learning Methods for Surgical Computer Vision. - Sanat Ramesh; Vinkle Srivastav; Deepak Alapatt; Tong Yu 009; Aditya Murali; Luca Sestini; Chinedu Innocent Nwoye; Idris Hamoud; Antoine Fleurentin; Georgios Exarchakis; Alexandros Karargyris; Nicolas Padoy (CoRR, 2022)

Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos. - Chinedu Innocent Nwoye; Tong Yu 009; Cristians Gonzalez; Barbara Seeliger; Pietro Mascagni; Didier Mutter; Jacques Marescaux; Nicolas Padoy (Medical Image Anal., 2022)

Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions. - Saurav Sharma; Chinedu Innocent Nwoye; Didier Mutter; Nicolas Padoy (MICCAI (9), 2023)

Self-distillation for Surgical Action Recognition. - Amine Yamlahi; Thuy Nuong Tran; Patrick Godau; Melanie Schellenberg; Dominik Michael; Finn-Henri Smidt; Jan-Hinrich Nölke; Tim J. Adler; Minu Dietlinde Tizabi; Chinedu Innocent Nwoye; Nicolas Padoy; Lena Maier-Hein (MICCAI (9), 2023)

Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition. - Saurav Sharma; Chinedu Innocent Nwoye; Didier Mutter; Nicolas Padoy (Int. J. Comput. Assist. Radiol. Surg., 2023)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 2023)

CholecTrack20: A Dataset for Multi-Class Multiple Tool Tracking in Laparoscopic Surgery. - Chinedu Innocent Nwoye; Kareem Elgohary; Anvita Srinivas; Fauzan Zaid; Joël L. Lavanchy; Nicolas Padoy (CoRR, 2023)

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. - Chinedu Innocent Nwoye; Deepak Alapatt; Tong Yu 009; Armine Vardazaryan; Fangfang Xia; Zixuan Zhao; Tong Xia; Fucang Jia; Yuxuan Yang; Hao Wang 081; Derong Yu; Guoyan Zheng; et al. (Medical Image Anal., 2023)

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. - Martin Wagner 001; Beat P. Müller-Stich; Anna Kisilenko; Duc Tran; Patrick Heger; Lars Mündermann; David M. Lubotsky; Benjamin Müller; Tornike Davitashvili; Manuela Capek; Annika Reinke; Carissa Reid; et al. (Medical Image Anal., 2023)

Dissecting self-supervised learning methods for surgical computer vision. - Sanat Ramesh; Vinkle Srivastav; Deepak Alapatt; Tong Yu 009; Aditya Murali; Luca Sestini; Chinedu Innocent Nwoye; Idris Hamoud; Saurav Sharma; Antoine Fleurentin; Georgios Exarchakis; Alexandros Karargyris; et al. (Medical Image Anal., 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools. - Chinedu Innocent Nwoye; Kareem Elgohary; Anvita Srinivas; Fauzan Zaid; Joël L. Lavanchy; Nicolas Padoy (CVPR, 2025)

SurgiTrack: Fine-grained multi-class multi-tool tracking in surgical videos. - Chinedu Innocent Nwoye; Nicolas Padoy (Medical Image Anal., 2025)

Surgical text-to-image generation. - Chinedu Innocent Nwoye; Rupak Bose; Kareem Elgohary; Lorenzo Arboit; Giorgio Carlino; Joël L. Lavanchy; Pietro Mascagni; Nicolas Padoy (Pattern Recognit. Lett., 2025)

SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation. - Aditya Bhat; Rupak Bose; Chinedu Innocent Nwoye; Nicolas Padoy (CoRR, 2025)

CoSimGen: Controllable Diffusion Model for Simultaneous Image and Mask Generation. - Rupak Bose; Chinedu Innocent Nwoye; Aditya Bhat; Nicolas Padoy (CoRR, 2025)

Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery. - Rupak Bose; Chinedu Innocent Nwoye; Jorge Lazo; Joël L. Lavanchy; Nicolas Padoy (CoRR, 2025)