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Aptisi Transactions on Technopreneurship (ATT)Aptisi Transactions on Technopreneurship (ATT)

Recent advancements in the area of drug discovery using artificial intelligence have made it possible to speed up the hunt for new pharmaceuticals. Drugs like arbidol, atazanavir, ramdev sivir & favipiravir are under testing phase to cure COVID-19. In this paper, we present a systematic study of AI based drug discovery techniques suitable for COVID-19 detection.

This paper summarizes the current scenario of AI-based drug discovery for COVID-19.Understanding protein synthesis, molecular changes, and time management in the laboratory are important requirements to accelerate the drug discovery process.AI/ML/DL techniques will contribute to speeding up drug discovery, and current work will be useful for industrial or academic purposes.

Penelitian lebih lanjut dapat difokuskan pada pengembangan model AI yang lebih akurat dalam memprediksi efikasi obat potensial terhadap COVID-19, dengan mempertimbangkan data genomik virus yang terus berkembang. Selain itu, studi komparatif mengenai berbagai teknik AI dalam penemuan obat, seperti *deep learning* dan *machine learning*, perlu dilakukan untuk mengidentifikasi pendekatan yang paling efektif. Terakhir, eksplorasi penggunaan AI untuk mengoptimalkan proses uji klinis, termasuk identifikasi peserta yang paling responsif dan prediksi efek samping, dapat mempercepat pengembangan dan persetujuan obat-obatan baru untuk melawan pandemi COVID-19 dan ancaman virus serupa di masa depan.

  1. Artificial Intelligence Based Drug Discovery Techniques for COVID-19 Detection | Aptisi Transactions... att.aptisi.or.id/index.php/att/article/view/88Artificial Intelligence Based Drug Discovery Techniques for COVID 19 Detection Aptisi Transactions att aptisi index php att article view 88
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