most citedAdaptive transfer learning for surgical tool presence detection in laparoscopic videos through gradual freezing fine-tuning

4 citations · 4 across the 1 of their papers we have counts for

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1 paper

cs.CV2025★ 4 cited

Adaptive transfer learning for surgical tool presence detection in laparoscopic videos through gradual freezing fine-tuning

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

Minimally invasive surgery can benefit significantly from automated surgical tool detection, enabling advanced analysis and assistance. However, the limited availability of annotat…