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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 coming decade in precision oncology: six riddles
High-throughput methods to investigate tumour omic landscapes have quickly catapulted
cancer specialists into the precision oncology era. The singular lesson of precision oncology …
cancer specialists into the precision oncology era. The singular lesson of precision oncology …
Scaling vision transformers to gigapixel images via hierarchical self-supervised learning
Abstract Vision Transformers (ViTs) and their multi-scale and hierarchical variations have
been successful at capturing image representations but their use has been generally …
been successful at capturing image representations but their use has been generally …
Demographic bias in misdiagnosis by computational pathology models
Despite increasing numbers of regulatory approvals, deep learning-based computational
pathology systems often overlook the impact of demographic factors on performance …
pathology systems often overlook the impact of demographic factors on performance …
Priorities for cancer research in low-and middle-income countries: a global perspective
Cancer research currently is heavily skewed toward high-income countries (HICs), with little
research conducted in, and relevant to, the problems of low-and middle-income countries …
research conducted in, and relevant to, the problems of low-and middle-income countries …
Somatic genomic testing in patients with metastatic or advanced cancer: ASCO provisional clinical opinion
D Chakravarty, A Johnson, J Sklar… - Journal of Clinical …, 2022 - ascopubs.org
PURPOSE An ASCO provisional clinical opinion offers timely clinical direction to ASCO's
membership following publication or presentation of potentially practice-changing data from …
membership following publication or presentation of potentially practice-changing data from …
Cancer health disparities in racial/ethnic minorities in the United States
VA Zavala, PM Bracci, JM Carethers… - British journal of …, 2021 - nature.com
There are well-established disparities in cancer incidence and outcomes by race/ethnicity
that result from the interplay between structural, socioeconomic, socio-environmental …
that result from the interplay between structural, socioeconomic, socio-environmental …
Epidemiology and genomics of prostate cancer in Asian men
Prostate cancer is a global health problem, but incidence varies considerably across
different continents. Asia is traditionally considered a low-incidence area, but the incidence …
different continents. Asia is traditionally considered a low-incidence area, but the incidence …
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 …
Cancer gene mutation frequencies for the US population
Mutations play a fundamental role in the development of cancer, and many create targetable
vulnerabilities. There are both public health and basic science benefits from the …
vulnerabilities. There are both public health and basic science benefits from the …