Review of Covid-19 Diagnosis Techniques Combined with Machine Learning and AI Analysis

array(10) { [0]=> object(stdClass)#4621 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "eUgn-yzN5-I" ["related_video_title"]=> string(73) "Detection of rail bottom damage defects based on Recurrent Neural Network" ["posted_time"]=> string(21) "3 года назад" ["channelName"]=> string(3) "EAI" } [1]=> object(stdClass)#4594 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "e39pLXGjNbA" ["related_video_title"]=> string(83) "Chest X-ray Interpretation | How to Read a CXR | OSCE Guide | UKMLA | CPSA | PLAB 2" ["posted_time"]=> string(28) "11 месяцев назад" ["channelName"]=> string(12) "Geeky Medics" } [2]=> object(stdClass)#4619 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "iBondZWAA-8" ["related_video_title"]=> string(77) "BEL Webinar: EEG Decoding During Inner Speech Using a Brain-Machine Interface" ["posted_time"]=> string(21) "5 дней назад" ["channelName"]=> string(38) "BEL Brain Electrophysiology Laboratory" } [3]=> object(stdClass)#4626 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "BUTjcAjfMgY" ["related_video_title"]=> string(47) "ML Foundations for AI Engineers (in 34 Minutes)" ["posted_time"]=> string(23) "1 месяц назад" ["channelName"]=> string(11) "Shaw Talebi" } [4]=> object(stdClass)#4605 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "TObHbtmFVDo" ["related_video_title"]=> string(168) "БЫКОВ заплакал в эфире. Самый личный выпуск: о войнах, ошибках прошлого, шансах выжить и доме" ["posted_time"]=> string(23) "7 часов назад" ["channelName"]=> string(29) "Ходорковский LIVE" } [5]=> object(stdClass)#4623 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "wjZofJX0v4M" ["related_video_title"]=> string(148) "LLM и GPT - как работают большие языковые модели? Визуальное введение в трансформеры" ["posted_time"]=> string(19) "1 год назад" ["channelName"]=> string(11) "3Blue1Brown" } [6]=> object(stdClass)#4618 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "G7wnGeR_69k" ["related_video_title"]=> string(22) "Understanding GD&T" ["posted_time"]=> string(21) "2 года назад" ["channelName"]=> string(22) "The Efficient Engineer" } [7]=> object(stdClass)#4628 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "jjQPzaKHhpc" ["related_video_title"]=> string(110) "Comedy Club: Курсы альфа-самца | Кравец, Шальнов, Бутусов @ComedyClubRussia" ["posted_time"]=> string(19) "2 дня назад" ["channelName"]=> string(11) "Comedy Club" } [8]=> object(stdClass)#4604 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "i6ucE1cfzmE" ["related_video_title"]=> string(48) "The Process of Making Friends With a Tiny Spider" ["posted_time"]=> string(25) "2 недели назад" ["channelName"]=> string(20) "Worcester Terrariums" } [9]=> object(stdClass)#4622 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "jGO6QtWOPJQ" ["related_video_title"]=> string(174) "КАСЬЯНОВ: "Я видел это своими глазами. Это не публиковалось": что показали Путину, чего он боится" ["posted_time"]=> string(23) "7 часов назад" ["channelName"]=> string(24) "И Грянул Грэм" } }