Global-local multi-stage temporal convolutional network for cataract surgery phase recognition.

"Declarations Ethics approval and consent to participateThis study was approved by the Medical Ethics Committee of the Shanghai Aier Eye Hospital and was in accordance with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. All subjects gave written informed consent in accordance with the Declaration of Helsinki. Consent for publicationNot applicable. Competing interestsThe authors declare that they have no competing interests. Competing interests The authors declare that they have no competing interests."

"Funding This work was funded by the Ningbo Natural Science Foundation Program (202003N4039), Zhejiang Provincial Natural Science Foundation of China (LZ19F010001, LQ19H180001), the Key Research and Development Program of Zhejiang Province (2020C03036), Ningbo ‘2025 S&T Megaprojects’ (2019B10033, 2019B10061)."