4 papers
A Standardized Benchmark for Multilabel Antimicrobial Peptide Classification
Sebastian Ojeda, Rafael Velasquez, Nicolás Aparicio +7
Antimicrobial peptides have emerged as promising molecules to combat antimicrobial resistance. However, fragmented datasets, inconsistent annotations, and the lack of standardized…
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge
Tobias Rueckert, David Rauber, Raphaela Maerkl +58
Reliable recognition and localization of surgical instruments in endoscopic video recordings are foundational for a wide range of applications in computer- and robot-assisted minim…
MuST: Multi-Scale Transformers for Surgical Phase Recognition
Alejandra Pérez, Santiago Rodríguez, Nicolás Ayobi +3
Phase recognition in surgical videos is crucial for enhancing computer-aided surgical systems as it enables automated understanding of sequential procedural stages. Existing method…
Pixel-Wise Recognition for Holistic Surgical Scene Understanding
Nicolás Ayobi, Santiago Rodríguez, Alejandra Pérez +8
This paper presents the Holistic and Multi-Granular Surgical Scene Understanding of Prostatectomies (GraSP) dataset, a curated benchmark that models surgical scene understanding as…