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ਆਟੋਮੈਟਿਕ ਨਿਦਾਨ ਵਿੱਚ ਸਹਾਇਤਾ ਕਰਨ ਲਈ ਏਆਈ ਦੀ ਵਰਤੋਂ ਕਰਨਾ

ਆਟੋਮੈਟਿਕ ਨਿਦਾਨ ਵਿੱਚ ਸਹਾਇਤਾ ਕਰਨ ਲਈ ਏਆਈ ਦੀ ਵਰਤੋਂ ਕਰਨਾ

<h2 class&equals;"sub-title">ਕਲਿਆਣ ਸ਼ਿਵਸਿਲਮ&comma; ਸੰਸਥਾਪਕ ਅਤੇ ਸੀਓਓਫ&comma; 5 ਸੀ ਨੈਟਵਰਕ&comma; ਇੱਕ ਹੈਲਥਕੇਅਰ ਏਆਈ ਕੰਪਨੀ&comma; ਇਸਦੇ ਡੋਮੇਨ ਤੇ <&sol;h2>&NewLine;<p><&sol;p>&NewLine;<div id&equals;"content-body-69288658" class&equals;"articlebodycontent col-xl-9 col-lg-12 col-md-12 col-sm-12 col-12" itemprop&equals;"articleBody">&NewLine;<p><i>ਉਭਰ ਰਹੀ ਤਕਨੀਕਾਂ ਨੂੰ ਇਨ੍ਹਾਂ ਖੇਤਰਾਂ ਬਾਰੇ ਉੱਦਮੀਆਂ&comma; ਟੈਕਨੋਲੋਜਿਸਟਾਂ ਅਤੇ ਖੋਜਕਰਤਾਵਾਂ ਨਾਲ ਇਨ੍ਹਾਂ ਖੇਤਰਾਂ ਬਾਰੇ ਜਾਣਨ ਦੀ ਜ਼ਰੂਰਤ ਹੈ&period;<&sol;i><&sol;p>&NewLine;<p><b>ਤੁਸੀਂ ਕੀ ਕਰਦੇ ਹੋ&quest;<&sol;b><&sol;p>&NewLine;<p>ਮੈਂ ਕਿਸੇ ਕੰਪਨੀ ਦਾ ਸੀਈਓ ਹਾਂ ਜਿਸ ਨੂੰ ਮੈਂ ਵੀ ਸਥਾਪਤ ਕੀਤਾ ਸੀ&period; ਮੇਰੀ ਨੌਕਰੀ ਇਕ ਉੱਚ-ਪ੍ਰਦਰਸ਼ਨ ਵਾਲੀ ਟੀਮ ਬਣਾਉਣ ਵਾਲੀ ਵਿਲੱਖਣ&comma; ਲਾਭਕਾਰੀ ਅਤੇ ਮੁਸ਼ਕਲਾਂ ਦੀ ਸੰਕਲਪ ਹੈ ਜੋ ਇਨ੍ਹਾਂ ਉਤਪਾਦਾਂ ਨੂੰ ਜ਼ਿੰਦਗੀ ਵਿਚ ਲਿਆ ਸਕਦੀ ਹੈ ਅਤੇ ਉਨ੍ਹਾਂ ਨੂੰ ਗਾਹਕਾਂ ਕੋਲ ਲੈ ਸਕਦੀ ਹੈ&period; ਮੈਂ ਇੱਕ B&period;TEC ਨੂੰ ਫੜ ਲਿਆ&period; ਕੰਪਿ Computer ਟਰ ਸਾਇੰਸ ਐਨਐਲਐਸ ਬੈਂਗਲੁਰੂ ਤੋਂ ਐਨਆਈਟੀ ਕੰਥਕਲ ਅਤੇ ਪੀਜੀ ਡਿਪਲੋਮਾ ਤੋਂ&period;<&sol;p>&NewLine;<p><b>ਤੁਹਾਡਾ ਕੰਮ ਮਹੱਤਵਪੂਰਣ ਕਿਉਂ ਹੈ&quest;<&sol;b><&sol;p>&NewLine;<p>5 ਸੀ ਇੱਕ ਮੈਡੀਕਲ ਏਆਈ ਕੰਪਨੀ ਰਿਮੋਟ ਰੇਡੀਓਲੌਜੀ ਰਿਪੋਰਟਿੰਗ ਅਤੇ ਐਡਵਾਂਸਡ ਏਆਈ-ਸੰਚਾਲਤ ਡਾਇਗਨੌਸਟਿਕ ਟੂਲਸ ਵਿੱਚ ਮਾਹਰ ਹੈ&period; ਸਿਹਤ ਸੰਭਾਲ ਵਿੱਚ ਨਿਦਾਨ ਅਤੇ ਰਿਪੋਰਟ ਕਰਨ ਦਾ ਇੱਕ ਵੱਡਾ ਹਿੱਸਾ ਮੈਨੂਅਲ ਅਤੇ ਸਮਾਂ ਬਰਬਾਦ ਕਰਨਾ ਹੈ ਅਤੇ&comma; ਕੁਝ ਮਾਮਲਿਆਂ ਵਿੱਚ&comma; ਗਲਤੀਆਂ ਦਾ ਸ਼ਿਕਾਰ ਹੁੰਦਾ ਹੈ&period; ਭਾਰਤ ਵਰਗੇ ਦੇਸ਼ਾਂ ਵਿੱਚ&comma; ਕੁਆਲੀਫਾਈਡ ਮੈਡੀਕਲ ਪੇਸ਼ੇਵਰਾਂ ਜਿਵੇਂ ਕਿ ਰੇਡੀਓਲੋਜਿਸਟ ਘੱਟ ਸਪਲਾਈ ਵਿੱਚ ਹਨ&period; ਅਸੀਂ ਏਆਈ ਤੋਂ ਪਹਿਲਾਂ ਤੋਂ ਆਪਣੇ ਆਪ ਨੂੰ ਆਟੋਮੈਟਿਕ&comma; ਤੇਜ਼&comma; ਖਰਚੇ ਕੁਸ਼ਲ ਅਤੇ ਵਧੇਰੇ ਸਹੀ ਹਾਂ&comma; ਏਆਈ ਵਿਚ ਡਾਇਗਨੋਸ ਨੂੰ ਸਵੈਚਾਲਿਤ ਕਰਨ ਲਈ ਵਧੇਰੇ ਸਹੀ ਹੈ&period; <&sol;p>&NewLine;<p><b>ਤੁਹਾਡੇ ਕੰਮ ਬਾਰੇ ਦਿਲਚਸਪ ਕੀ ਹੈ&quest;<&sol;b><&sol;p>&NewLine;<p>ਸਮਰੱਥਾ ਤੋਂ ਘੱਟ 14&comma;000 ਤੋਂ ਘੱਟ ਰੇਡੀਓਲੋਜਿਸਟ ਦੇ ਨਾਲ&comma; ਉਨ੍ਹਾਂ ਵਿੱਚੋਂ ਬਹੁਤ ਸਾਰੇ ਸ਼ਹਿਰੀ &sol; ਟੀਅਰ 1 ਸ਼ਹਿਰਾਂ ਵਿੱਚ ਸਥਿਤ ਹਨ&comma; ਸਮੇਂ ਸਿਰ ਨਿਦਾਨ ਤੱਕ ਪਹੁੰਚ ਕਰਨਾ ਇੱਕ ਵੱਡੀ ਚੁਣੌਤੀ ਹੈ&period; ਏਆਈ ਤਕਨਾਲੋਜੀ ਵਿਚ ਤਰੱਕੀ ਦੇ ਨਾਲ&comma; ਹੁਣ ਐਕਸ-ਰੇ ਜਾਂ ਸੀਟੀ ਦੀ ਜਾਂਚ ਕਰਨ ਲਈ ਮਸ਼ੀਨ ਲਰਨਿੰਗ ਦੇ ਮਾਡਲ ਨੂੰ ਸਿਖਲਾਈ ਦੇਣਾ ਕਿਤੇ ਵੀ ਅਤੇ ਨਤੀਜੇ ਜਲਦੀ ਸਾਂਝਾ ਕਰਨਾ ਸੰਭਵ ਹੈ&period; ਇਹ ਮਾਡਲ ਏਮਬੇਡਡ ਗਲਤੀ-ਜ਼ੋਨ ਐਲਗੋਰਿਥਮ ਪੈਟਰਨਾਂ ਦੀ ਪਛਾਣ ਕਰ ਸਕਦੇ ਹਨ ਅਤੇ ਗਲਤੀਆਂ ਦੇ ਜੋਖਮ ਨੂੰ ਘਟਾ ਸਕਦੇ ਹਨ&period; <&sol;p>&NewLine;<p><b>ਕਾਲਜ ਦਾ ਕੋਈ ਤਜਰਬਾ ਜਿਸਨੇ ਤੁਹਾਨੂੰ ਇੱਕ ਉੱਦਮੀ ਬਣਾਇਆ&quest;<&sol;b><&sol;p>&NewLine;<p>ਇਹ ਹੈਰਾਨੀਜਨਕ ਹੋ ਸਕਦਾ ਹੈ ਪਰ ਕਾਲਜ ਵਿਚ ਮੋਹਰੀ ਖੇਡ ਟੀਮਾਂ ਵਿਚ ਮੇਰੇ ਤਜ਼ਰਬੇ ਨੇ ਮੈਨੂੰ ਉੱਦਮਤਾ ਵੱਲ ਧਾਰਿਆ&period; ਮੁੱਖ ਸਿਧਾਂਤ ਇਕੋ ਜਿਹੇ ਹਨ&colon; ਨਵੀਆਂ ਕੰਪਨੀਆਂ ਨੂੰ ਇਕ ਚੰਗੀ-ਵਸਨੀਕ ਸਪੋਰਟਸ ਕਲੱਬ ਦੀ ਤਰ੍ਹਾਂ ਤੁਰਨਾ ਪੈਂਦਾ ਹੈ&period; ਤੁਹਾਡੇ ਕੋਲ ਪ੍ਰਤਿਭਾਵਾਨ ਲੋਕ ਹਨ ਅਤੇ ਕੁਝ ਕੋਲ ਵੱਡੀ ਹਉਮੈ ਹੈ&period; ਹਾਲਾਂਕਿ&comma; ਇੱਕ ਆਮ ਟੀਚਾ ਸਿਰਫ ਸਮੂਹਿਕ ਯਤਨਾਂ ਨਾਲ ਪ੍ਰਾਪਤ ਕੀਤਾ ਜਾ ਸਕਦਾ ਹੈ&period; ਅੱਜ ਵੀ&comma; ਮੇਰੀ ਲੀਡਰਸ਼ਿਪ ਸਟਾਈਲ ਸਪੋਰਟਸ ਟੀਮਾਂ ਅਤੇ ਮੇਰੀ ਹੋਣ ਦੀ ਮੇਰੀ ਸਮਝ ਤੋਂ ਬਹੁਤ ਪ੍ਰਭਾਵਤ ਹੈ&period; <&sol;p>&NewLine;<p><b>ਵਿਦਿਆਰਥੀਆਂ ਨੂੰ ਆਪਣੇ ਖੇਤਰ ਬਾਰੇ ਕੀ ਪਤਾ ਹੋਣਾ ਚਾਹੀਦਾ ਹੈ&quest; <&sol;b><&sol;p>&NewLine;<p>ਹੋਰ ਉਦਯੋਗਾਂ ਦੇ ਉਲਟ&comma; ਏਆਈ ਦੀ ਵਰਤੋਂ ਕਰਨ ਵਾਲੀ ਏਆਈ ਤਾਇਨਾਤੀ ਤੋਂ ਪਹਿਲਾਂ ਰੈਗੋਰਸ ਮਨਜ਼ੂਰੀ ਅਤੇ ਰੀਅਲ-ਵੈਅਰਲਡ ਟੈਸਟ ਦੇ ਸਲੀਬਾਂ ਨਾਲ ਕਲੀਨਿਕਲ ਤਸਦੀਕ ਤੋਂ ਲੰਘੇਗੀ&period; ਉੱਚ-ਗੁਣਵੱਤਾ&comma; ਭਰੋਸੇਮੰਦ ਮਾਡਲਾਂ ਨੂੰ ਬਣਾਉਣ ਲਈ ਚੰਗੀ ਤਰ੍ਹਾਂ ਅਨਾਜਿਤ ਮੈਡੀਕਲ ਡੇਟਾ ਮਹੱਤਵਪੂਰਨ ਹੈ&period; ਇਸ ਖੇਤਰ ਵਿੱਚ ਸਫਲਤਾ ਪ੍ਰੋਗਰਾਮਿੰਗ ਭਾਸ਼ਾਵਾਂ ਵਿੱਚ ਪਾਇਥਨ ਅਤੇ ਦਰਸ਼ਣ ਭਾਸ਼ਾ ਦੇ ਮਾਡਲ ਨਾਲ ਜਾਣੂ ਹੋਣ ਵਾਲੀ ਪ੍ਰੋਗ੍ਰਾਮਿੰਗ ਅਤੇ ਜਾਣ ਪਛਾਣ ਦੀ ਜ਼ਰੂਰਤ ਹੈ&period; ਇਸ ਤੋਂ ਇਲਾਵਾ&comma; ਇਸ ਨੂੰ ਡਾਕਟਰੀ ਕਾਰਜ-ਮੁਹੰਮਲ&comma; ਇਮੇਜਿੰਗ&comma; ਪੈਥੋਲੋਜੀ ਅਤੇ ਮਰੀਜ਼ਾਂ ਦੇ ਪ੍ਰਭਾਵਾਂ ਨੂੰ ਸਮਝਣ ਦੀ ਜ਼ਰੂਰਤ ਹੈ&period; ਅਸਲ ਮੁੱਲ ਉਨ੍ਹਾਂ ਤੋਂ ਆਉਂਦਾ ਹੈ ਜੋ ਏਆਈ ਅਤੇ ਕਲੀਨਿਕਲ ਅਭਿਆਸ ਨੂੰ ਪੂਰਾ ਕਰ ਸਕਦੇ ਹਨ&comma; ਤਕਨਾਲੋਜੀ ਇਸ ਨੂੰ ਵਿਗਾੜਨ ਦੀ ਬਜਾਏ ਸਿਹਤ ਸੰਭਾਲ ਵਿੱਚ ਏਕੀਕ੍ਰਿਤ ਕਰਦੀ ਹੈ&period;<&sol;p>&NewLine;<p>ਲੇਖਕ ਉਭਰ ਰਹੇ ਤਕਨਾਲੋਜੀਆਂ ਅਤੇ ਉਨ੍ਹਾਂ ਦੀਆਂ ਐਪਲੀਕੇਸ਼ਨਾਂ ਦਾ ਇੱਕ ਫੋਂਡ ਚੇਲਾ ਹੈ&period;<&sol;p>&NewLine;<div class&equals;"articleblock-container" id&equals;"arthardpv"><&sol;div>&NewLine;<div class&equals;"update-publish-time article-published-time-end"><&sol;div>&NewLine;<div class&equals;"comments-shares share-page flex print-hide" data-artid&equals;"69288658" data-title&equals;"Using AI to help automate diagnostics" data-url&equals;"https&colon;&sol;&sol;www&period;thehindu&period;com&sol;education&sol;using-ai-to-help-automate-diagnostics&sol;article69288658&period;ece">&NewLine;<div class&equals;"left">&NewLine;<div class&equals;"share">&NewLine;<ul class&equals;"share-list bottom" style&equals;"display&colon; none&semi;">&NewLine;<li class&equals;"copy-link" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; copytext&lpar;'https&colon;&sol;&sol;www&period;thehindu&period;com&sol;education&sol;using-ai-to-help-automate-diagnostics&sol;article69288658&period;ece'&rpar;&semi;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> ਕਾਪੀ ਕਰੋ ਲਿੰਕ <&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"email">&NewLine;<p> ਈਮੇਲ <&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"facebook" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; openShareLink&lpar;'https&colon;&sol;&sol;www&period;facebook&period;com&sol;sharer&sol;sharer&period;php&quest;u&equals;https&percnt;3A&percnt;2F&percnt;2Fwww&period;thehindu&period;com&percnt;2Feducation&percnt;2Fusing-ai-to-help-automate-diagnostics&percnt;2Farticle69288658&period;ece&amp&semi;t&equals;Using&percnt;20AI&percnt;20to&percnt;20help&percnt;20automate&percnt;20diagnostics'&rpar;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> ਫੇਸਬੁੱਕ <&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"twitter" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; openShareLink&lpar;'https&colon;&sol;&sol;twitter&period;com&sol;intent&sol;tweet&quest;url&equals;https&percnt;3A&percnt;2F&percnt;2Fwww&period;thehindu&period;com&percnt;2Feducation&percnt;2Fusing-ai-to-help-automate-diagnostics&percnt;2Farticle69288658&period;ece&amp&semi;text&equals;Using&percnt;20AI&percnt;20to&percnt;20help&percnt;20automate&percnt;20diagnostics'&rpar;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> ਟਵਿੱਟਰ <&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"telegram" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; openShareLink&lpar;'https&colon;&sol;&sol;t&period;me&sol;share&sol;url&quest;url&equals;https&percnt;3A&percnt;2F&percnt;2Fwww&period;thehindu&period;com&percnt;2Feducation&percnt;2Fusing-ai-to-help-automate-diagnostics&percnt;2Farticle69288658&period;ece&amp&semi;text&equals;Using&percnt;20AI&percnt;20to&percnt;20help&percnt;20automate&percnt;20diagnostics'&rpar;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> ਤਾਰ <&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"in" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; openShareLink&lpar;'https&colon;&sol;&sol;www&period;linkedin&period;com&sol;shareArticle&quest;url&equals;https&percnt;3A&percnt;2F&percnt;2Fwww&period;thehindu&period;com&percnt;2Feducation&percnt;2Fusing-ai-to-help-automate-diagnostics&percnt;2Farticle69288658&period;ece&amp&semi;title&equals;Using&percnt;20AI&percnt;20to&percnt;20help&percnt;20automate&percnt;20diagnostics'&rpar;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> ਲਿੰਕਡਇਨ <&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"whatsapp" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; openShareLink&lpar;'https&colon;&sol;&sol;api&period;whatsapp&period;com&sol;&sol;send&quest;text&equals;Using&percnt;20AI&percnt;20to&percnt;20help&percnt;20automate&percnt;20diagnostics&percnt;20-&percnt;20https&percnt;3A&percnt;2F&percnt;2Fwww&period;thehindu&period;com&percnt;2Feducation&percnt;2Fusing-ai-to-help-automate-diagnostics&percnt;2Farticle69288658&period;ece'&rpar;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> ਵਟਸਐਪ<&sol;p>&NewLine;<&sol;li>&NewLine;<li class&equals;"reddit" onclick&equals;"if &lpar;&excl;window&period;&lowbar;&lowbar;cfRLUnblockHandlers&rpar; return false&semi; openShareLink&lpar;'https&colon;&sol;&sol;reddit&period;com&sol;submit&quest;url&equals;https&percnt;3A&percnt;2F&percnt;2Fwww&period;thehindu&period;com&percnt;2Feducation&percnt;2Fusing-ai-to-help-automate-diagnostics&percnt;2Farticle69288658&period;ece&amp&semi;title&equals;Using&percnt;20AI&percnt;20to&percnt;20help&percnt;20automate&percnt;20diagnostics'&rpar;" data-cf-modified-bff59a45a6f19234f20a2128-&equals;"">&NewLine;<p> reddit <&sol;p>&NewLine;<&sol;li>&NewLine;<&sol;ul>&NewLine;<&sol;div>&NewLine;<&sol;div>&NewLine;<div class&equals;"right">&NewLine;<div class&equals;"read-later"><button class&equals;"btn read-later-btn" data-articleid&equals;"69288658" style&equals;"display&colon;none" data-ga-labelclick&equals;"ReadLater"><span>ਬਾਅਦ ਵਿਚ ਪੜ੍ਹੋ<&sol;span><&sol;button><&sol;p>&NewLine;<div class&equals;"delete-tool-tip" style&equals;"display&colon; none&semi;"><a rel&equals;"nofollow noopener" target&equals;"&lowbar;blank" class&equals;"delete bookmarkdelete"><&sol;p>&NewLine;<p> ਹਟਾਉਣ<br &sol;>&NewLine; <&sol;a><br &sol;>&NewLine; ਸਾਰੇ ਵੇਖੋ&NewLine; <&sol;div>&NewLine;<&sol;div>&NewLine;<&sol;div>&NewLine;<&sol;div>&NewLine;<div class&equals;"spliter pt-0 mb-0 print-hide"><&sol;div>&NewLine;<div class&equals;"article-ad two-side text-ad print-hide">&NewLine;<div class&equals;"ad-text" id&equals;"artproduct2"><&sol;div>&NewLine;<&sol;div>&NewLine;<p><script data-cfasync&equals;"false">var totalPcount &equals; document&period;querySelectorAll&lpar;"&period;articlebodycontent>p"&rpar;&NewLine;if&lpar;totalPcount&period;length > 1&rpar;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;1&rsqb;&comma;createElementScript&lpar;"div"&comma;""&comma;"artmeterpv"&rpar;&rpar;&NewLine;else&NewLine; insertElementbegin&lpar;document&period;querySelector&lpar;"&period;articlebodycontent"&rpar;&comma;createElementScript&lpar;"div"&comma;""&comma;"artmeterpv"&rpar;&rpar;&NewLine;<&sol;script><&sol;p>&NewLine;<div class&equals;"d-none d-lg-block d-xl-block"><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;isDeviceEnabled&lpar;"large"&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Desktop&lowbar;AT&lowbar;Mid01"&comma; minHeight&colon; '90px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;1 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid01&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">userIdentify&period;then&lpar;function&lpar;&rpar; if&lpar;isDeviceEnabled&lpar;"large"&rpar; && isNonSubcribedUser&lpar;&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Desktop&lowbar;AT&lowbar;Mid01'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid01&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;isDeviceEnabled&lpar;"large"&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Desktop&lowbar;Inarticle&lowbar;1x1"&comma; minHeight&colon; '250px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;3 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;Hindu&lowbar;Desktop&lowbar;Inarticle&lowbar;1x1&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">userIdentify&period;then&lpar;function&lpar;&rpar; if&lpar;isDeviceEnabled&lpar;"large"&rpar; && isNonSubcribedUser&lpar;&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Desktop&lowbar;Inarticle&lowbar;1x1'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;Hindu&lowbar;Desktop&lowbar;Inarticle&lowbar;1x1&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;totalPcount&period;length > 0 && isDeviceEnabled&lpar;"large"&rpar; && Number&period;isInteger&lpar;6&rpar; && totalPcount&period;length >&equals; &lpar;5 &plus; 3&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Desktop&lowbar;AT&lowbar;Mid02"&comma; minHeight&colon; '90px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;6 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid02&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">if &lpar;totalPcount&period;length > 0 && Number&period;isInteger&lpar;6&rpar; && totalPcount&period;length >&equals; &lpar;5 &plus; 3&rpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar;&rpar; &NewLine; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;defineSlot&lpar;'&sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid02'&comma; &lbrack;728&comma; 90&rsqb;&comma; 'Desktop&lowbar;AT&lowbar;Mid02'&rpar;&period;addService&lpar;googletag&period;pubads&lpar;&rpar;&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; userIdentify&period;then&lpar;function&lpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar; && isNonSubcribedUser&lpar;&rpar; && totalPcount&period;length > 0 && Number&period;isInteger&lpar;6&rpar; && totalPcount&period;length >&equals; &lpar;5 &plus; 3&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Desktop&lowbar;AT&lowbar;Mid02'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid02&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;totalPcount&period;length > 0 && isDeviceEnabled&lpar;"large"&rpar; && Number&period;isInteger&lpar;9&rpar; && totalPcount&period;length >&equals; &lpar;8 &plus; 3&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Desktop&lowbar;AT&lowbar;Mid03"&comma; minHeight&colon; '90px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;9 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid03&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">if &lpar;totalPcount&period;length > 0 && Number&period;isInteger&lpar;9&rpar; && totalPcount&period;length >&equals; &lpar;8 &plus; 3&rpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar;&rpar; &NewLine; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;defineSlot&lpar;'&sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid03'&comma; &lbrack;728&comma; 90&rsqb;&comma; 'Desktop&lowbar;AT&lowbar;Mid03'&rpar;&period;addService&lpar;googletag&period;pubads&lpar;&rpar;&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; userIdentify&period;then&lpar;function&lpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar; && isNonSubcribedUser&lpar;&rpar; && totalPcount&period;length > 0 && Number&period;isInteger&lpar;9&rpar; && totalPcount&period;length >&equals; &lpar;8 &plus; 3&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Desktop&lowbar;AT&lowbar;Mid03'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid03&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;totalPcount&period;length > 0 && isDeviceEnabled&lpar;"large"&rpar; && Number&period;isInteger&lpar;12&rpar; && totalPcount&period;length >&equals; &lpar;11 &plus; 3&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Desktop&lowbar;AT&lowbar;Mid04"&comma; minHeight&colon; '90px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;12 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid04&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">if &lpar;totalPcount&period;length > 0 && Number&period;isInteger&lpar;12&rpar; && totalPcount&period;length >&equals; &lpar;11 &plus; 3&rpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar;&rpar; &NewLine; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;defineSlot&lpar;'&sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid04'&comma; &lbrack;728&comma; 90&rsqb;&comma; 'Desktop&lowbar;AT&lowbar;Mid04'&rpar;&period;addService&lpar;googletag&period;pubads&lpar;&rpar;&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; userIdentify&period;then&lpar;function&lpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar; && isNonSubcribedUser&lpar;&rpar; && totalPcount&period;length > 0 && Number&period;isInteger&lpar;12&rpar; && totalPcount&period;length >&equals; &lpar;11 &plus; 3&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Desktop&lowbar;AT&lowbar;Mid04'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid04&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;totalPcount&period;length > 0 && isDeviceEnabled&lpar;"large"&rpar; && Number&period;isInteger&lpar;15&rpar; && totalPcount&period;length >&equals; &lpar;14 &plus; 3&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Desktop&lowbar;AT&lowbar;Mid05"&comma; minHeight&colon; '90px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;15 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid05&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">if &lpar;totalPcount&period;length > 0 && Number&period;isInteger&lpar;15&rpar; && totalPcount&period;length >&equals; &lpar;14 &plus; 3&rpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar;&rpar; &NewLine; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;defineSlot&lpar;'&sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid05'&comma; &lbrack;728&comma; 90&rsqb;&comma; 'Desktop&lowbar;AT&lowbar;Mid05'&rpar;&period;addService&lpar;googletag&period;pubads&lpar;&rpar;&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; userIdentify&period;then&lpar;function&lpar;&rpar; if &lpar;isDeviceEnabled&lpar;"large"&rpar; && isNonSubcribedUser&lpar;&rpar; && totalPcount&period;length > 0 && Number&period;isInteger&lpar;15&rpar; && totalPcount&period;length >&equals; &lpar;14 &plus; 3&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Desktop&lowbar;AT&lowbar;Mid05'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;Desktop&lowbar;AT&lowbar;Mid05&comma; publisher&colon; The Hindu --><&sol;div>&NewLine;<div class&equals;"d-block d-sm-none "><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;isDeviceEnabled&lpar;"small"&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "MWeb&lowbar;AT&lowbar;Middle01"&comma; minHeight&colon; '280px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;1 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle01&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">userIdentify&period;then&lpar;function&lpar;&rpar; if&lpar;isDeviceEnabled&lpar;"small"&rpar; && isNonSubcribedUser&lpar;&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'MWeb&lowbar;AT&lowbar;Middle01'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle01&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;isDeviceEnabled&lpar;"small"&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "Mweb&lowbar;Inarticle&lowbar;1x1"&comma; minHeight&colon; '250px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;3 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;Mweb&lowbar;Inarticle&lowbar;1x1&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">userIdentify&period;then&lpar;function&lpar;&rpar; if&lpar;isDeviceEnabled&lpar;"small"&rpar; && isNonSubcribedUser&lpar;&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'Mweb&lowbar;Inarticle&lowbar;1x1'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;Mweb&lowbar;Inarticle&lowbar;1x1&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;totalPcount&period;length > 0 && isDeviceEnabled&lpar;"small"&rpar; && Number&period;isInteger&lpar;6&rpar; && totalPcount&period;length >&equals; &lpar;5 &plus; 3&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "MWeb&lowbar;AT&lowbar;Middle02"&comma; minHeight&colon; '280px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;6 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle02&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">if &lpar;totalPcount&period;length > 0 && Number&period;isInteger&lpar;6&rpar; && totalPcount&period;length >&equals; &lpar;5 &plus; 3&rpar;&rpar; if &lpar;isDeviceEnabled&lpar;"small"&rpar;&rpar; &NewLine; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;defineSlot&lpar;'&sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle02'&comma; &lbrack;&lbrack;300&comma; 250&rsqb;&comma; &lbrack;336&comma; 280&rsqb;&rsqb;&comma; 'MWeb&lowbar;AT&lowbar;Middle02'&rpar;&period;addService&lpar;googletag&period;pubads&lpar;&rpar;&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; userIdentify&period;then&lpar;function&lpar;&rpar; if &lpar;isDeviceEnabled&lpar;"small"&rpar; && isNonSubcribedUser&lpar;&rpar; && totalPcount&period;length > 0 && Number&period;isInteger&lpar;6&rpar; && totalPcount&period;length >&equals; &lpar;5 &plus; 3&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'MWeb&lowbar;AT&lowbar;Middle02'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; &sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle02&comma; publisher&colon; The Hindu --><script data-cfasync&equals;"false">&NewLine; totalPcount &equals; totalPcount &vert;&vert; &lbrack;&rsqb;&semi;if &lpar;totalPcount&period;length > 0 && isDeviceEnabled&lpar;"small"&rpar; && Number&period;isInteger&lpar;9&rpar; && totalPcount&period;length >&equals; &lpar;8 &plus; 3&rpar;&rpar; var container &equals; document&period;createElement&lpar;"div"&rpar;&semi;&NewLine; container&period;className &equals; "article-ad"&semi;container&period;appendChild&lpar;createElementScript&lpar;"div"&comma; "dfp-ad articleinlinead"&comma; "MWeb&lowbar;AT&lowbar;Middle03"&comma; minHeight&colon; '280px'&rpar;&rpar;&semi;&NewLine; insertElementEnd&lpar;totalPcount&lbrack;9 - 1&rsqb;&comma; container&rpar;&NewLine; <&sol;script><&excl;-- Begin DFP &colon; &sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle03&comma; publisher&colon; The Hindu --><script type&equals;"bff59a45a6f19234f20a2128-text&sol;javascript">if &lpar;totalPcount&period;length > 0 && Number&period;isInteger&lpar;9&rpar; && totalPcount&period;length >&equals; &lpar;8 &plus; 3&rpar;&rpar; if &lpar;isDeviceEnabled&lpar;"small"&rpar;&rpar; &NewLine; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;defineSlot&lpar;'&sol;22390678&sol;TH&lowbar;MWeb&lowbar;AT&lowbar;Middle03'&comma; &lbrack;&lbrack;300&comma; 250&rsqb;&comma; &lbrack;336&comma; 280&rsqb;&rsqb;&comma; 'MWeb&lowbar;AT&lowbar;Middle03'&rpar;&period;addService&lpar;googletag&period;pubads&lpar;&rpar;&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; userIdentify&period;then&lpar;function&lpar;&rpar; if &lpar;isDeviceEnabled&lpar;"small"&rpar; && isNonSubcribedUser&lpar;&rpar; && totalPcount&period;length > 0 && Number&period;isInteger&lpar;9&rpar; && totalPcount&period;length >&equals; &lpar;8 &plus; 3&rpar;&rpar; googletag&period;cmd&period;push&lpar;function&lpar;&rpar; &NewLine; googletag&period;display&lpar;'MWeb&lowbar;AT&lowbar;Middle03'&rpar;&semi;&NewLine; &rpar;&semi;&NewLine; &rpar;&semi;<&sol;script><&excl;-- End DFP &colon; 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