A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank. [PDF]
Mamouei M +5 more
europepmc +1 more source
Privacy-Centric Data Management
This document will focus on my core computer science research since 2010, covering the topic of data management and privacy. More speci cally, I will present the following topics : - A new paradigm, called Trusted Cells for privacy-centric personal data management based on the Asymmetric Architecture composed of trusted or open (low power) distributed ...
openaire +1 more source
Single circulating tumor cells (sCTCs) from high‐grade serous ovarian cancer patients were enriched, imaged, and genomically profiled using WGA and NGS at different time points during treatment. sCTCs revealed enrichment of alterations in Chromosomes 2, 7, and 12 as well as persistent or emerging oncogenic CNAs, supporting sCTC identity.
Carolin Salmon +9 more
wiley +1 more source
Enhancing biomedical relation extraction through data-centric and preprocessing-robust ensemble learning approach. [PDF]
Meesawad W +5 more
europepmc +1 more source
What Is a Digital Twin? Experimental Design for a Data-Centric Machine Learning Perspective in Health. [PDF]
Emmert-Streib F, Yli-Harja O.
europepmc +1 more source
Methods to improve antibody–drug conjugate (ADC) treatment durability in cancer therapy are needed. We utilized ADCs and immune‐stimulating antibody conjugates (ISACs), which are made from two non‐competitive antibodies, to enhance the entry of toxic payloads into cancer cells and deliver immunostimulatory agents into immune cells.
Tiexin Wang +3 more
wiley +1 more source
A data-centric and interpretable EEG framework for depression severity grading using SHAP-based insights. [PDF]
Shen A, Sun J, Chen X, Gao X.
europepmc +1 more source
Etoposide induces DNA damage, activating p53‐dependent apoptosis via caspase‐3/7, which cleaves PARP1. Dammarenediol II enhances this apoptotic pathway by suppressing O‐GlcNAc transferase activity, further decreasing O‐GlcNAcylation. The reduction in O‐GlcNAc levels boosts p53‐driven apoptosis and influences the Akt/GSK3β/mTOR signaling pathway ...
Jaehoon Lee +8 more
wiley +1 more source
Preparing clinical research data for artificial intelligence readiness: insights from the National Institute of Diabetes and Digestive and Kidney Diseases data centric challenge. [PDF]
Domagalski MJ +11 more
europepmc +1 more source
A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms. [PDF]
Góis J, Pereira L, Nunes N.
europepmc +1 more source

