Aliferis, Constantin

Overfitting, underfitting and general model overconfidence and under-performance pitfalls and best practices in machine learning and AI

Aliferis, C., & Simon, G. (2024) · Health Informatics

Machine Learning and Data ClassificationArtificial Intelligence in Healthcare

Cited by 212

NIH SenNet Consortium to map senescent cells throughout the human lifespan to understand physiological health.

SenNet Consortium, Writing Group, Lee, P. J., Benz, C. C., Blood, P., Börner, K., Campisi, J., Chen, F., Daldrup-Link, H., De Jager, P., et al. (2022) · Nature Aging

Telomeres, Telomerase, and SenescenceGenetics, Aging, and Longevity in Model Organisms

Cited by 122

Low‐Grade Inflammation in Symptomatic Knee Osteoarthritis: Prognostic Value of Inflammatory Plasma Lipids and Peripheral Blood Leukocyte Biomarkers

Attur, M., Krasnokutsky, S., Statnikov, A., Samuels, J., Li, Z., Friese, O., Hellio Le Graverand‐Gastineau, M., Rybak, L., Kraus, V. B., Jordan, J. M., et al. (2015) · Arthritis & Rheumatology

Osteoarthritis Treatment and MechanismsRheumatoid Arthritis Research and Therapies

Cited by 120

Regression of Atherosclerosis Is Characterized by Broad Changes in the Plaque Macrophage Transcriptome

Feig, J. E., Vengrenyuk, Y., Reiser, V., Wu, C., Statnikov, A., Aliferis, C. F., Garabedian, M. J., Fisher, E. A., & Puig, O. (2012) · PLoS ONE

Atherosclerosis and Cardiovascular DiseasesCholesterol and Lipid Metabolism

Cited by 118

Advancing biological understanding of cellular senescence with computational multiomics

Li, S., Agudelo Garcia, P. A., Aliferis, C., Becich, M. J., Calyeca, J., Cosgrove, B. D., Elisseeff, J., Farzad, N., Fertig, E. J., Glass, C., et al. (2025) · Nature Genetics

Telomeres, Telomerase, and SenescenceSingle-cell and spatial transcriptomics

Cited by 40

Ensemble of Time-Evolving SASP Gene Sets Identifies IGFBP7 and CDKN1A as a Potential Marker Pair for Senescent Fibroblast Subpopulations Across Tissues

Kim, H., Kummerfeld, E., Niedernhofer, L. J., Aliferis, C., Robbins, P. D., & Wang, J. (2026) · International Journal of Molecular Sciences

Telomeres, Telomerase, and SenescenceGenetics, Aging, and Longevity in Model Organisms

Cited by 1