Medical Data Science
Several larger projects in medicine are part of this portfolio.
One: Therapeutic Outcomes in Regards to Empathy in Counseling.
Two: CDSS Ontologies for Public Health Care and Private Practices
Three: Breast Cancer in regard to racial disparities and (parental) smoking
Four: Genetic predictions for intervention success in cardiology
Cunningham PB, Gilmore J, Naar S, Preston SD, Eubanks CF, Hubig NC, McClendon J, Ghosh S, Ryan-Pettes S
Clin Child Fam Psychol Rev. 2023
Unveiling the Dynamics of Family-Based Psychotherapy Process: A Novel Multimodal Approach Leveraging Artificial Intelligence
Phillippe B. Cunningham, Jordon Gilmore, Stacy R. Ryan-Pettes, Jerome McClendon, Nina Hubig, Esther Lynch, and Sylvie Naar
NIMH under review
Anamul Haque, Doug Stubbs, Nina C. Hubig, Francis G. Spinale, William J. Richardson
BMC Medical Informatics and Decision Making 2022
A. Stone, C. Kalahiki, L. Li, N. Hubig, F. Iuricich, H. Dunn
Computational and Structural Biotechnology Journal 2023
Goli R, Hubig N, Min H, Gong Y, Sittig DF, Robinson D, Biondich P, Wright A, Nøhr C, Law T, Faxvaag A, Gimbel R, Rennert L, Jing X
JMIR Medical Informatics 2023
Jing X, Indani A, Hubig NC, Min H, Gong Y, Cimino JJ, Sittig D, Rennert L, Robinson D, Biondich P, Wright A, Nøhr C, Law TD, Faxvaag A, Gimbel RW
Methods of Information in Medicine 2022
Keyphrase Identification Using Minimal Labeled Data with Hierarchical Context and Transfer Learning.
Goli R*, Hubig N, Min H, Gong Y, Sittig DF, Rennert L, Robinson D, Biondich P, Wright A, Nøhr C, Law T, Faxvaag A, Weaver A*, Gimbel R, Jing X
Artificial Intelligence in Medicine under review
Goli R*, Hubig N, Min H, Gong Y, Sittig DF, Robinson D, Biondich P, Wright A, Nøhr C, Law T, Faxvaag A, Gimbel R, Rennert L, Jing X
AMIA 2022
Jing X, Hua M, Gong Y, Cimino JJ, Robinson D, Sittig D, Biondich P, Wright A, Nøhr C, Law T, Faxvaag A, Indani A, Hubig N, Gimbel R, Rennert L.
AMIA Annu Symp Proc. 2022
Using Semantic Web technology to leverage interoperable clinical decision support system rules: A pathway to interoperable patient. Jing X, Cimino JJ, Sittig DF, Min H, Gong Y, Boyce R, Robinson D, Biondich P, Wright A, Nøhr C, Law T, Faxvaag A, Hubig N, Goli R*, Nedunchezhiyan K*, Boobalan AS*, Orlioglu S*, Crozier C*, Rennert L, Gimbel R.
2023 Big Data Health Science Conference
Literature on ontologies applied in clinical decision support systems demonstrates global collaborations.
Jing X, Min H, Gong Y, Biondich P, Robinson D, Law T, Nohr C, Faxvaag A, Rennert L, Hubig N, Gimbel R.
MEDINFO 2023, under review
Influences Beyond the Genetic Code: Tobacco User's Paternal Contribution to the Offspring's Methylome
C Stagnar, S Sarasua, N Hubig, D Ivancovic
NIH Environmental Health Perspectives
Centroid clustering of cellular lineage trees
C Khakutskyy, N Hubig, C Plant
ITBAM 2017
A systematic review of deep learning based Cytomorphology for Leukemia Diagnosis
S Riechert, M Riechert, N Humaira, J Niklas, K Wendt, J Moritz, N Hubig
Under Review
phenoMetabodiff-R: R package for analysis and visualization of Phenotype Microarray data: with example usage of samples with Autism Spectrum Disorder (ASD), Snyder-Robinson Syndrome (SRS), and Kosaki syndrome
R Pauli, M.Iqbal, N.Hubig, S. Sarasua, L.Boccutto
Under Review