A framework using Temporal Error-Cascade loss, Evidence-Gated Transition Predictor, and Temporal Fragmentation Index reduces temporal fragmentation in online surgical phase recognition on Cholec80 and AutoLaparo datasets.
IEEE Transactions on Medical Imaging37(5), 1114–1126 (2018) Stabilizing Temporal Inference Dynamics for Online SPR 11
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Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
A framework using Temporal Error-Cascade loss, Evidence-Gated Transition Predictor, and Temporal Fragmentation Index reduces temporal fragmentation in online surgical phase recognition on Cholec80 and AutoLaparo datasets.