Efficient link prediction in the protein–protein interaction network using topological information in a generative adversarial network machine learning model

Balogh, Olivér M. [Balogh, Olivér Márton (Mesterséges intel...), author] Department of Pharmacology and Pharmacotherapy (SU / FM / I); MTA-SE System Pharmacology Research Group (SU / FM / I / DPP); Benczik, Bettina [Benczik, Bettina (Bioinformatika), author] Department of Pharmacology and Pharmacotherapy (SU / FM / I); MTA-SE System Pharmacology Research Group (SU / FM / I / DPP); Horváth, András [Horváth, András (mérnöki tudományok), author]; Pétervári, Mátyás [Pétervári, Mátyás (Farmakológia), author] Department of Pharmacology and Pharmacotherapy (SU / FM / I); MTA-SE System Pharmacology Research Group (SU / FM / I / DPP); Csermely, Péter [Csermely, Péter (Biokémia), author] Molekuláris Biológiai Tanszék (SU / FM / I / BMBI); Ferdinandy, Péter [Ferdinandy, Péter (Farmakológia, mol...), author] Department of Pharmacology and Pharmacotherapy (SU / FM / I); MTA-SE System Pharmacology Research Group (SU / FM / I / DPP); Ágg, Bence ✉ [Ágg, Bence (Farmakológia), author] Department of Pharmacology and Pharmacotherapy (SU / FM / I); MTA-SE System Pharmacology Research Group (SU / FM / I / DPP)

Fundings:

• (Open access funding of Semmelweis University)
• (NVKP-16-1-2016-0017)
• (K131458)
• Thematic Excellence Program (Semmelweis University)(2020-4.1.1.-TKP2020) Funder: Ministry for Innovation and Technology
• Thematic Institutional Excellence Programme(TKP2021-EGA-24) Funder: Ministry of Human Capacities
• (ÚNKP-20-4-I-SE-7)
• (ÚNKP-21-4-II-SE-18)
• Az orvos-, egészségtudományi- és gyógyszerészképzés tudományos műhelyeinek fejlesztése(EFOP-3.6.3-VEKOP-16-2017-00009) Funder: EFOP-VEKOP
• (Semmelweis 250+ Kiválósági PhD Ösztöndíj)