Almost all cases of cervical cancer are caused by the human papilloma virus (HPV). Detection of pre-cancerous cervical changes provides a window of opportunity for cure of an otherwise lethal disease when metastatic. With a greater understanding of the biology and natural course of high-risk HPV infections, screening methods have shifted beyond subjective Pap smears toward more sophisticated and objective tactics. This has led to a substantial growth in the breadth and depth of HPV-based cervical cancer screening tests, especially in developed countries without constrained resources. Many low- and middle-income countries (LMICs) have less access to advanced laboratories and healthcare resources, so new point-of-care (POC) technologies have been developed to provide test results in real time, improve the efficiency of techniques, and increase screening adoption. In this Review, we will discuss how novel decentralized screening technologies and computational strategies improve upon traditional methods and how their realized promise could further democratize cervical cancer screening and promote greater disease prevention.
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Addressing cervical cancer screening disparities through advances in artificial intelligence and nanotechnologies for cellular profiling
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March 2021
Review Article|
March 30 2021
Addressing cervical cancer screening disparities through advances in artificial intelligence and nanotechnologies for cellular profiling
Zhenzhong Yang
;
Zhenzhong Yang
1
Center for Systems Biology, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
2
Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University
, Hangzhou 310058, China
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Jack Francisco
;
Jack Francisco
1
Center for Systems Biology, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
3
Department of Health Sciences, Northeastern University
, Boston, Massachusetts 02115, USA
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Alexandra S. Reese
;
Alexandra S. Reese
4
Cancer Center, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
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David R. Spriggs
;
David R. Spriggs
4
Cancer Center, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
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Hyungsoon Im
;
Hyungsoon Im
a)
1
Center for Systems Biology, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
5
Department of Radiology, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
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Cesar M. Castro
Cesar M. Castro
a)
1
Center for Systems Biology, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
4
Cancer Center, Massachusetts General Hospital
, Boston, Massachusetts 02114, USA
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Biophysics Rev. 2, 011303 (2021)
Article history
Received:
January 06 2021
Accepted:
March 15 2021
Citation
Zhenzhong Yang, Jack Francisco, Alexandra S. Reese, David R. Spriggs, Hyungsoon Im, Cesar M. Castro; Addressing cervical cancer screening disparities through advances in artificial intelligence and nanotechnologies for cellular profiling. Biophysics Rev. 1 March 2021; 2 (1): 011303. https://doi.org/10.1063/5.0043089
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