Frederick Zhang
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View article: LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads?
LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads? Open
Competitive programming problems increasingly serve as valuable benchmarks to evaluate the coding capabilities of large language models (LLMs) due to their complexity and ease of verification. Yet, current coding benchmarks face limitation…
View article: Actigraph-based quantification of sleep in children with dystonia undergoing deep brain stimulation
Actigraph-based quantification of sleep in children with dystonia undergoing deep brain stimulation Open
OBJECTIVE Dystonia is among the most common pediatric movement disorders and can manifest with a range of debilitating symptoms, including sleep disruptions. The duration and quality of sleep are strongly associated with quality of life in…
View article: Decoding Intracranial EEG With Machine Learning: A Systematic Review
Decoding Intracranial EEG With Machine Learning: A Systematic Review Open
Advances in intracranial electroencephalography (iEEG) and neurophysiology have enabled the study of previously inaccessible brain regions with high fidelity temporal and spatial resolution. Studies of iEEG have revealed a rich neural code…
View article: Using big data to promote precision oral health in the context of a learning healthcare system
Using big data to promote precision oral health in the context of a learning healthcare system Open
Summary There has been a call for evidence‐based oral healthcare guidelines, to improve precision dentistry and oral healthcare delivery. The main challenges to this goal are the current lack of up‐to‐date evidence, the limited integrative…
View article: <p>Informatics Approaches for Harmonized Intelligent Integration of Stem Cell Research</p>
Informatics Approaches for Harmonized Intelligent Integration of Stem Cell Research Open
As biomedical data integration and analytics play an increasing role in the field of stem cell research, it becomes important to develop ways to standardize, aggregate, and share data among researchers. For this reason, many databases have…
View article: Association Between Number of Actionable Pharmacogenetic Variants and Length of Hospital Stay
Association Between Number of Actionable Pharmacogenetic Variants and Length of Hospital Stay Open
The goal of this study was to evaluate association between number of pharmacogenetic variants and length of hospital stay. Electronic medical records were combined with exome sequencing results in 450 hospitalized patients. De-identified d…
View article: <p>Inconsistency in race and ethnic classification in pharmacogenetics studies and its potential clinical implications</p>
Inconsistency in race and ethnic classification in pharmacogenetics studies and its potential clinical implications Open
Our analysis showed that racial and ethnic classification is highly inconsistent across different papers as well as between different countries. Evidence-based consensus is necessary for optimal use of self-identified race as well as geogr…
View article: <p>The relationship between single nucleotide polymorphisms and dental implant loss: a scoping review</p>
The relationship between single nucleotide polymorphisms and dental implant loss: a scoping review Open
A limited number of comprehensive studies have been done in this field. Additional studies with larger sample sizes and different ethnic backgrounds need to be done to see if the results can be reproduced. Of the polymorphisms studied, the…