Algorithmic fairness in artificial intelligence for medicine and healthcare
In healthcare, the development and deployment of insufficiently fair systems of artificial
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …
The heterogeneity of prostate cancer: a practical approach
Y Tolkach, G Kristiansen - Pathobiology, 2018 - karger.com
Prostate cancer is a paradigm tumor model for heterogeneity in almost every sense. Its
clinical, spatial, and morphological heterogeneity divided by the high-level molecular …
clinical, spatial, and morphological heterogeneity divided by the high-level molecular …
Leveraging polygenic functional enrichment to improve GWAS power
Functional genomics data has the potential to increase GWAS power by identifying SNPs
that have a higher prior probability of association. Here, we introduce a method that …
that have a higher prior probability of association. Here, we introduce a method that …
Prostate cancer reactivates developmental epigenomic programs during metastatic progression
MM Pomerantz, X Qiu, Y Zhu, DY Takeda, W Pan… - Nature …, 2020 - nature.com
Epigenetic processes govern prostate cancer (PCa) biology, as evidenced by the
dependency of PCa cells on the androgen receptor (AR), a prostate master transcription …
dependency of PCa cells on the androgen receptor (AR), a prostate master transcription …
Improving the trans-ancestry portability of polygenic risk scores by prioritizing variants in predicted cell-type-specific regulatory elements
Poor trans-ancestry portability of polygenic risk scores is a consequence of Eurocentric
genetic studies and limited knowledge of shared causal variants. Leveraging regulatory …
genetic studies and limited knowledge of shared causal variants. Leveraging regulatory …
Probabilistic fine-mapping of transcriptome-wide association studies
Transcriptome-wide association studies using predicted expression have identified
thousands of genes whose locally regulated expression is associated with complex traits …
thousands of genes whose locally regulated expression is associated with complex traits …
Large-scale transcriptome-wide association study identifies new prostate cancer risk regions
Although genome-wide association studies (GWAS) for prostate cancer (PrCa) have
identified more than 100 risk regions, most of the risk genes at these regions remain largely …
identified more than 100 risk regions, most of the risk genes at these regions remain largely …
Shared heritability and functional enrichment across six solid cancers
Quantifying the genetic correlation between cancers can provide important insights into the
mechanisms driving cancer etiology. Using genome-wide association study summary …
mechanisms driving cancer etiology. Using genome-wide association study summary …
Artificial Intelligence in Oncology: Current Landscape, Challenges, and Future Directions
Artificial intelligence (AI) in oncology is advancing beyond algorithm development to
integration into clinical practice. This review describes the current state of the field, with a …
integration into clinical practice. This review describes the current state of the field, with a …
[HTML][HTML] Racial differences in the diagnosis and treatment of prostate cancer
G Di Pietro, G Chornokur, NB Kumar… - International …, 2016 - ncbi.nlm.nih.gov
Abstract Disparities between African American and Caucasian men in prostate cancer (PCa)
diagnosis and treatment in the United States have been well established, with significant …
diagnosis and treatment in the United States have been well established, with significant …