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Yojana Gadiya
Yojana Gadiya
Data Scientist at Fraunhofer ITMP
Dirección de correo verificada de itmp.fraunhofer.de
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COVID-19 Knowledge Graph: a computable, multi-modal, cause-and-effect knowledge model of COVID-19 pathophysiology
D Domingo-Fernández, S Baksi, B Schultz, Y Gadiya, R Karki, T Raschka, ...
Bioinformatics 37 (9), 1332-1334, 2021
1272021
The FAIR Cookbook-the essential resource for and by FAIR doers
P Rocca-Serra, W Gu, V Ioannidis, T Abbassi-Daloii, S Capella-Gutierrez, ...
Scientific data 10 (1), 292, 2023
382023
FAIR in action-a flexible framework to guide FAIRification
D Welter, N Juty, P Rocca-Serra, F Xu, D Henderson, W Gu, J Strubel, ...
Scientific data 10 (1), 291, 2023
212023
Linking COVID-19 and heme-driven pathophysiologies: A combined computational–experimental approach
MT Hopp, D Domingo-Fernandez, Y Gadiya, MS Detzel, R Graf, ...
Biomolecules 11 (5), 644, 2021
202021
Modern drug discovery using ethnobotany: a large-scale cross-cultural analysis of traditional medicine reveals common therapeutic uses
D Domingo-Fernández, Y Gadiya, S Mubeen, TJ Bollerman, MD Healy, ...
Iscience 26 (9), 2023
162023
Comprehensive fragment screening of the SARS‐CoV‐2 proteome explores novel chemical space for drug development
H Berg, MA Wirtz Martin, N Altincekic, I Alshamleh, J Kaur Bains, ...
Angewandte Chemie International Edition 61 (46), e202205858, 2022
162022
A method for the rational selection of drug repurposing candidates from multimodal knowledge harmonization
B Schultz, A Zaliani, C Ebeling, J Reinshagen, D Bojkova, ...
Scientific reports 11 (1), 11049, 2021
162021
Data-driven modeling of knowledge assemblies in understanding comorbidity between type 2 diabetes mellitus and Alzheimer’s Disease
R Karki, S Madan, Y Gadiya, D Domingo-Fernández, M Hofmann-Apitius
Journal of Alzheimer's Disease 78 (1), 87-95, 2020
152020
Ensembles of knowledge graph embedding models improve predictions for drug discovery
D Rivas-Barragan, D Domingo-Fernández, Y Gadiya, D Healey
Briefings in Bioinformatics 23 (6), bbac481, 2022
142022
Selection of data sets for FAIRification in drug discovery and development: Which, why, and how?
E Alharbi, Y Gadiya, D Henderson, A Zaliani, A Delfin-Rossaro, ...
Drug discovery today 27 (8), 2080-2085, 2022
122022
PEMT: a patent enrichment tool for drug discovery
Y Gadiya, A Zaliani, P Gribbon, M Hofmann-Apitius
Bioinformatics 39 (1), btac716, 2023
102023
Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures for drug discovery
D Domingo-Fernández, Y Gadiya, A Patel, S Mubeen, D Rivas-Barragan, ...
PLoS computational biology 18 (2), e1009909, 2022
102022
Pharmaceutical patent landscaping: A novel approach to understand patents from the drug discovery perspective
Y Gadiya, P Gribbon, M Hofmann-Apitius, A Zaliani
Artificial Intelligence in the Life Sciences 3, 100069, 2023
92023
Unravelling the debate on heme effects in COVID-19 infections
MT Hopp, D Domingo-Fernández, Y Gadiya, MS Detzel, BF Schmalohr, ...
bioRxiv, 2020.06. 09.142125, 2020
92020
Exploring the known chemical space of the plant kingdom: insights into taxonomic patterns, knowledge gaps, and bioactive regions
D Domingo-Fernández, Y Gadiya, S Mubeen, D Healey, BH Norman, ...
Journal of Cheminformatics 15 (1), 107, 2023
82023
Natural products have increased rates of clinical trial success throughout the drug development process
D Domingo-Fernández, Y Gadiya, AJ Preto, CA Krettler, S Mubeen, ...
Journal of Natural Products 87 (7), 1844-1851, 2024
62024
Pharmacophore-Based Machine Learning Model To Predict Ligand Selectivity for E3 Ligase Binders
R Karki, Y Gadiya, P Gribbon, A Zaliani
ACS omega 8 (33), 30177-30185, 2023
62023
SASC: A simple approach to synthetic cohorts for generating longitudinal observational patient cohorts from COVID-19 clinical data
T Khorchani, Y Gadiya, G Witt, D Lanzillotta, C Claussen, A Zaliani
Patterns 3 (4), 2022
62022
FAIR data management: what does it mean for drug discovery?
Y Gadiya, V Ioannidis, D Henderson, P Gribbon, P Rocca-Serra, ...
Frontiers in Drug Discovery 3, 1226727, 2023
42023
Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
R Karki, Y Gadiya, A Zaliani, P Gribbon
Bioinformatics Advances 3 (1), vbad045, 2023
42023
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