MuST: Multi-Scale Transformers for Surgical Phase Recognition [PDF]
Phase recognition in surgical videos is crucial for enhancing computer-aided surgical systems as it enables automated understanding of sequential procedural stages. Existing methods often rely on fixed temporal windows for video analysis to identify dynamic surgical phases.
arxiv
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition [PDF]
Natural language could play an important role in developing generalist surgical models by providing a broad source of supervision from raw texts. This flexible form of supervision can enable the model's transferability across datasets and tasks as natural language can be used to reference learned visual concepts or describe new ones.
arxiv
Beyond Role-Based Surgical Domain Modeling: Generalizable Re-Identification in the Operating Room [PDF]
Surgical domain models improve workflow optimization through automated predictions of each staff member's surgical role. However, mounting evidence indicates that team familiarity and individuality impact surgical outcomes. We present a novel staff-centric modeling approach that characterizes individual team members through their distinctive movement ...
arxiv
Rossana Domanico,1 Serena Trapasso,1 Mariaquila Santoro,2 Domenico Pingitore,2 Eugenia Allegra1 1Division of Otolaryngology – Head and Neck Surgery, Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, Catanzaro ...
Domanico R+4 more
doaj
Survival of patients with 2014 FIGO stage IIIC high-grade serous ovarian cancer who were treated with platin-based adjuvant chemotherapy. [PDF]
Ünsal M+17 more
europepmc +1 more source
Ovarian cancer and isolated cardiophrenic lymph nodes metastases: a systematic review. [PDF]
Psomiadou V, Fotiou A, Iavazzo C.
europepmc +1 more source
Mapping the Advanced-Stage Epithelial Ovarian Cancer Landscape Goes Beyond Words: Two Large Language Models, Eight Tasks, One Journey. [PDF]
Quaranta M+8 more
europepmc +1 more source
Influence of the effectiveness of sarcopenia on postoperative major complications after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy in patients with peritoneal surface malignancy: a retrospective cohort study. [PDF]
Havan N+9 more
europepmc +1 more source
Enhancing Prognosis in Advanced Ovarian Cancer: Primary Cytoreductive Surgery and Adjuvant Chemotherapy or Neoadjuvant Chemotherapy and Interval Cytoreduction-A Single-Center Retrospective Observational Study. [PDF]
Gheorghe AS+13 more
europepmc +1 more source
Cytoreductive surgery and hyperthermic intraperitoneal chemotherapy outcomes in peritoneal carcinomatosis: 11-year tertiary-center experience. [PDF]
Dinçer B+7 more
europepmc +1 more source