IHP-PING-generating integrated human protein-protein interaction networks on-the-fly.

Autor: Mazandu GK; Computational Biology Division, Department of Integrative Biomedical Sciences, IDM, CIDRI-Africa WT Centre, University of Cape Town, Health Sciences Campus. Anzio Rd, Observatory, 7925, South Africa.; African Institute for Mathematical Sciences, 5-7 Melrose Road, Muizenberg, 7945, Cape Town, South Africa.; Division of Human Genetics, Department of Pathology, University of Cape Town, Health Sciences Campus, Anzio Rd, Observatory, 7925, South Africa., Hooper C; Computational Biology Division, Department of Integrative Biomedical Sciences, IDM, CIDRI-Africa WT Centre, University of Cape Town, Health Sciences Campus. Anzio Rd, Observatory, 7925, South Africa., Opap K; Computational Biology Division, Department of Integrative Biomedical Sciences, IDM, CIDRI-Africa WT Centre, University of Cape Town, Health Sciences Campus. Anzio Rd, Observatory, 7925, South Africa., Makinde F; Computational Biology Division, Department of Integrative Biomedical Sciences, IDM, CIDRI-Africa WT Centre, University of Cape Town, Health Sciences Campus. Anzio Rd, Observatory, 7925, South Africa.; African Institute for Mathematical Sciences, 5-7 Melrose Road, Muizenberg, 7945, Cape Town, South Africa., Nembaware V; Division of Human Genetics, Department of Pathology, University of Cape Town, Health Sciences Campus, Anzio Rd, Observatory, 7925, South Africa., Thomford NE; Division of Human Genetics, Department of Pathology, University of Cape Town, Health Sciences Campus, Anzio Rd, Observatory, 7925, South Africa.; School of Medical Sciences, University of Cape Coast, PMB, Cape Coast, Ghana., Chimusa ER; Division of Human Genetics, Department of Pathology, University of Cape Town, Health Sciences Campus, Anzio Rd, Observatory, 7925, South Africa., Wonkam A; Division of Human Genetics, Department of Pathology, University of Cape Town, Health Sciences Campus, Anzio Rd, Observatory, 7925, South Africa., Mulder NJ; Computational Biology Division, Department of Integrative Biomedical Sciences, IDM, CIDRI-Africa WT Centre, University of Cape Town, Health Sciences Campus. Anzio Rd, Observatory, 7925, South Africa.

Publikováno v: Briefings in bioinformatics [Brief Bioinform] 2021 Jul 20; Vol. 22 (4).

SynerGNet: A Graph Neural Network Model to Predict Anticancer Drug Synergy.

Autor: Liu, Mengmeng¹ (AUTHOR) lmengm1@lsu.edu, Srivastava, Gopal² (AUTHOR), Ramanujam, J.^1,3 (AUTHOR), Brylinski, Michal^2,3 (AUTHOR) michal@brylinski.org

Publikováno v: Biomolecules (2218-273X). Mar2024, Vol. 14 Issue 3, p253. 19p.

Contribution of microarray data to the advancement of knowledge on the Mycobacterium tuberculosis interactome: use of the random partial least squares approach.

Autor: Mazandu GK; Computational Biology Group, Department of Clinical Laboratory Sciences, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Medical School, 7925 Observatory, Cape Town, South Africa., Opap K, Mulder NJ

Publikováno v: Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases [Infect Genet Evol] 2011 Jun; Vol. 11 (4), pp. 725-33. Date of Electronic Publication: 2011 Apr 14.

Insights from Augmented Data Integration and Strong Regularization in Drug Synergy Prediction with SynerGNet.

Autor: Liu, Mengmeng, Srivastava, Gopal, Ramanujam, J., Brylinski, Michal

Publikováno v: Machine Learning & Knowledge Extraction; Sep2024, Vol. 6 Issue 3, p1782-1797, 16p

Estimating the Association of Gene Disease using Knowledge Graph Embedding.

Autor: Lingan, Pooja, Golden Nancy, R., Jebaseeli, T. Jemima, Venkatesan, R.

Publikováno v: Grenze International Journal of Engineering & Technology (GIJET); Jun2024, Vol. 10 Issue 2, Part 2, p994-1000, 7p