Piyali De (2026) “From Hype to Harm: Automated Detection of Clickbait and Misleading Videos on YouTube Using Hybrid NLP and Engagement Metadata”, The Bioscan, 21(2), pp. 622–627. doi: 10.63001/tbs.2026.v21.i02.pp622-627.