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Automated Scene Classification and Interpretable Time-Point Estimation for Arteriovenous Malformation Resection Videos Using Deep Learning and a Non-Monotonic Hidden Semi-Markov Model.

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Title: Automated Scene Classification and Interpretable Time-Point Estimation for Arteriovenous Malformation Resection Videos Using Deep Learning and a Non-Monotonic Hidden Semi-Markov Model.
Authors: Sugimori, Hiroyuki1, Sugiyama, Taku2, takus1113@med.hokudai.ac.jp, Poudel, Saseem3, Togo, Ren4, Tang, Minghui5, Feng, Han6, Koyano, Hidenori7, Ujihara, Masaki1,2, Hirata, Kenji2,5, Ogawa, Takahiro3,4, Haseyama, Miki4, Kudo, Kohsuke5, Fujimura, Miki2,6
Source: Applied Sciences (2076-3417); Jul2026, Vol. 16 Issue 14, p7118, 24p
Database: Applied Science & Technology Source
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        Value: 10.3390/app16147118
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              Text: Jul2026
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              Y: 2026
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