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1

Olstad, Dana Lee, and Lynn McIntyre. "Reconceptualising precision public health." BMJ Open 9, no. 9 (2019): e030279. http://dx.doi.org/10.1136/bmjopen-2019-030279.

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As currently conceived, precision public health is at risk of becoming precision medicine at a population level. This paper outlines a framework for precision public health that, in contrast to its current operationalisation, is consistent with public health principles because it integrates factors at all levels, while illuminating social position as a fundamental determinant of health and health inequities. We review conceptual foundations of public health, outline a proposed framework for precision public health and describe its operationalisation within research and practice. Social positio
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2

Reich, Brian J., and Murali Haran. "Precision maps for public health." Nature 555, no. 7694 (2018): 32–33. http://dx.doi.org/10.1038/d41586-018-02096-w.

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Khoury, Muin J., Michael F. Iademarco, and William T. Riley. "Precision Public Health for the Era of Precision Medicine." American Journal of Preventive Medicine 50, no. 3 (2016): 398–401. http://dx.doi.org/10.1016/j.amepre.2015.08.031.

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Kenney, Martha, and Laura Mamo. "The imaginary of precision public health." Medical Humanities 46, no. 3 (2019): 192–203. http://dx.doi.org/10.1136/medhum-2018-011597.

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In recent years, precision medicine has emerged as a charismatic name for a growing movement to revolutionise biomedicine by bringing genomic knowledge and sequencing to clinical care. Increasingly, the precision revolution has also included a new paradigm called precision public health—part genomics, part informatics, part public health and part biomedicine. Advocates of precision public health, such as Sue Desmond-Hellmann, argue that adopting cutting-edge big data approaches will allow public health actors to precisely target populations who experience the highest burden of disease and mort
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Arnett, Donna K., and Steven A. Claas. "Precision Medicine, Genomics, and Public Health." Diabetes Care 39, no. 11 (2016): 1870–73. http://dx.doi.org/10.2337/dc16-1763.

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Kee, Frank, and David Taylor-Robinson. "Scientific challenges for precision public health." Journal of Epidemiology and Community Health 74, no. 4 (2020): 311–14. http://dx.doi.org/10.1136/jech-2019-213311.

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The notion of ‘precision’ public health has been the subject of much debate, with recent articles coming to its defence following the publication of several papers questioning its value.Critics of precision public health raise the following problems and questionable assumptions: the inherent limits of prediction for individuals; the limits of approaches to prevention that rely on individual agency, in particular the potential for these approaches to widen inequalities; the undue emphasis on the supposed new information contained in individuals’ molecules and their ‘big data’ at the expense of
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7

Dowell, Scott F., David Blazes, and Susan Desmond-Hellmann. "Four steps to precision public health." Nature 540, no. 7632 (2016): 189–91. http://dx.doi.org/10.1038/540189a.

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8

Chowkwanyun, Merlin, Ronald Bayer, and Sandro Galea. "Precision public health: pitfalls and promises." Lancet 393, no. 10183 (2019): 1801. http://dx.doi.org/10.1016/s0140-6736(18)33187-8.

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Buse, Kent, Jeremy Lim, Clive Tan, and Adeeba Kamarulzaman. "Precision public health must get political." BMJ 390 (July 14, 2025): r1471. https://doi.org/10.1136/bmj.r1471.

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10

Khoury, Muin J., M. Scott Bowen, Mindy Clyne, et al. "From public health genomics to precision public health: a 20-year journey." Genetics in Medicine 20, no. 6 (2017): 574–82. http://dx.doi.org/10.1038/gim.2017.211.

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Griffith, Derek M. "Abstract IA014: Precision public health approaches to health equity." Cancer Prevention Research 16, no. 1_Supplement (2023): IA014. http://dx.doi.org/10.1158/1940-6215.precprev22-ia014.

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Abstract Since President Barack Obama announced the “Precision Medicine Initiative” during his state of the union address in January 2015, the sciences of precision medicine and health equity have largely grown in parallel, though there have been some efforts to bring the two together. As research on health equity has evolved to name and consider structural racism, the penultimate goal of research in this area also as moved from efforts to identify and describe gaps between racial and ethnic groups to characterizing the context creates and perpetuates racial inequities and how best to mitigate
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12

Patel, Ronak B. "Precision Health in Disaster Medicine and Global Public Health." Prehospital and Disaster Medicine 33, no. 6 (2018): 565–66. http://dx.doi.org/10.1017/s1049023x18001061.

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AbstractCurrent debates about precision medicine take different perspectives on its relevance and value in global health. The term has not yet been applied to disaster medicine or humanitarian health, but it may hold significant value. An interpretation of the term for global public health and disaster medicine is presented here for application to vulnerable populations. Embracing the term may drive more efficient use and targeting of limited resources while encouraging innovation and adopting the new approaches advocated in current humanitarian discourse.PatelRB.Precision health in disaster m
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13

Vineeth, Amba, Celly Martins Ribeiro de Souza Marina, Kenner Carole, and Marques Borges Carolina. "Precision health contributions to public health: An integrative review." Journal of Public Health and Epidemiology 10, no. 7 (2018): 225–32. http://dx.doi.org/10.5897/jphe2017.0986.

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14

Ollier, William, Kenneth R. Muir, Artitaya Lophatananon, Arpana Verma, and Martin Yuille. "Risk biomarkers enable precision in public health." Personalized Medicine 15, no. 4 (2018): 329–42. http://dx.doi.org/10.2217/pme-2017-0068.

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15

Bayer, Ronald, and Sandro Galea. "Public Health in the Precision-Medicine Era." New England Journal of Medicine 373, no. 6 (2015): 499–501. http://dx.doi.org/10.1056/nejmp1506241.

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16

Chowkwanyun, Merlin, Ronald Bayer, and Sandro Galea. "“Precision” Public Health — Between Novelty and Hype." New England Journal of Medicine 379, no. 15 (2018): 1398–400. http://dx.doi.org/10.1056/nejmp1806634.

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17

Ramaswami, Ramya, Ronald Bayer, and Sandro Galea. "Precision Medicine from a Public Health Perspective." Annual Review of Public Health 39, no. 1 (2018): 153–68. http://dx.doi.org/10.1146/annurev-publhealth-040617-014158.

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18

Taylor-Robinson, David, and Frank Kee. "Precision public health—the Emperor’s new clothes." International Journal of Epidemiology 48, no. 1 (2018): 1–6. http://dx.doi.org/10.1093/ije/dyy184.

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19

Blower, Sally, and Justin T. Okano. "Precision public health and HIV in Africa." Lancet Infectious Diseases 19, no. 10 (2019): 1050–52. http://dx.doi.org/10.1016/s1473-3099(19)30474-8.

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20

Horton, Richard. "Offline: In defence of precision public health." Lancet 392, no. 10157 (2018): 1504. http://dx.doi.org/10.1016/s0140-6736(18)32741-7.

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21

Allen, Caitlin G., Alison E. Fohner, Latrice Landry, et al. "Early career investigators and precision public health." Lancet 394, no. 10196 (2019): 382–83. http://dx.doi.org/10.1016/s0140-6736(19)30498-2.

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22

Fleck, Leonard Michael. "Precision Public Health Equity: Another Utopian Mirage?" American Journal of Bioethics 24, no. 3 (2024): 98–100. http://dx.doi.org/10.1080/15265161.2024.2303134.

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23

Meurer, John R., Jeffrey C. Whittle, Kelsey M. Lamb, Matthew A. Kosasih, Melinda R. Dwinell, and Raul A. Urrutia. "Precision Medicine and Precision Public Health: Academic Education and Community Engagement." American Journal of Preventive Medicine 57, no. 2 (2019): 286–89. http://dx.doi.org/10.1016/j.amepre.2019.03.010.

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24

Abdulrahim, Abdullah Alshehri* &. Elena Ambrosino. "OPPORTUNITIES FOR PRECISION MEDICINE AND PRECISION PUBLIC HEALTH IN SAUDI ARABIA." INDO AMERICAN JOURNAL OF PHARMACEUTICAL SCIENCES 06, no. 01 (2019): 2118–27. https://doi.org/10.5281/zenodo.2551139.

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<em>Precision approaches in health stem from innovations in basic sciences and -omic technologies and rely on individuals&rsquo; genomic structure to develop tailored treatment and prevention opportunities. Saudi Arabia has recently shown increasing interest in implementing precision approaches to improve healthcare and tackle its major health challenges. This study investigated opportunities, requirements and barriers in the implementation of precision approaches in health in Saudi Arabia. </em> <em>A narrative literature review included resources published in English and Arabic after 1995 if
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25

Siegel, Scott D. "Reducing Breast Cancer Disparities with Precision Public Health." Delaware Journal of Public Health 10, no. 3 (2024): 46–50. http://dx.doi.org/10.32481/djph.2024.08.11.

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26

The Lancet Public Health. "Next generation public health: towards precision and fairness." Lancet Public Health 4, no. 5 (2019): e209. http://dx.doi.org/10.1016/s2468-2667(19)30064-7.

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27

Davey, Gail, and Kebede Deribe. "Precision public health: mapping child mortality in Africa." Lancet 390, no. 10108 (2017): 2126–28. http://dx.doi.org/10.1016/s0140-6736(17)32280-8.

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28

Vaithinathan, Asokan G., and Vanitha Asokan. "Public health and precision medicine share a goal." Journal of Evidence-Based Medicine 10, no. 2 (2017): 76–80. http://dx.doi.org/10.1111/jebm.12239.

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29

Kamel Boulos, Maged N., and Peng Zhang. "Digital Twins: From Personalised Medicine to Precision Public Health." Journal of Personalized Medicine 11, no. 8 (2021): 745. http://dx.doi.org/10.3390/jpm11080745.

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A digital twin is a virtual model of a physical entity, with dynamic, bi-directional links between the physical entity and its corresponding twin in the digital domain. Digital twins are increasingly used today in different industry sectors. Applied to medicine and public health, digital twin technology can drive a much-needed radical transformation of traditional electronic health/medical records (focusing on individuals) and their aggregates (covering populations) to make them ready for a new era of precision (and accuracy) medicine and public health. Digital twins enable learning and discov
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30

Khoury, Muin J., Michael Engelgau, David A. Chambers, and George A. Mensah. "Beyond Public Health Genomics: Can Big Data and Predictive Analytics Deliver Precision Public Health?" Public Health Genomics 21, no. 5-6 (2018): 244–50. http://dx.doi.org/10.1159/000501465.

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31

Whitsel, Laurie P., John Wilbanks, Mark D. Huffman, and Jennifer L. Hall. "The Role of Government in Precision Medicine, Precision Public Health and the Intersection With Healthy Living." Progress in Cardiovascular Diseases 62, no. 1 (2019): 50–54. http://dx.doi.org/10.1016/j.pcad.2018.12.002.

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32

He, Qiang, Patrick J. Silva, Marcia Ory, Ni Wang, and Kenneth S. Ramos. "Application of Digital Informatics in Precision Prevention, Epidemiology, and Clinicogenomics Research to Advance Precision Healthcare." Yearbook of Medical Informatics 33, no. 01 (2024): 250–61. https://doi.org/10.1055/s-0044-1800753.

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Summary Objectives: To summarize recent public health informatics and precision epidemiology developments impacting the healthcare ecosystem. The influence of new technologies and precision approaches in surveillance and management of chronic diseases is high-lighted as areas of clinical practice where digital informatics can markedly improve pop-ulation health. Methods: In this narrative review, we summarized the main themes from research and practice to define disease prevention and public health trends. Publications on public health informatics and precision epidemiology were searched using
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33

Modi, Anjali, Jaydevsinh Vala, Pankaj Bhardwaj, and C. D. S. Katoch. "Precision Public Health: Is the Concept Endurable to Perdurable." NMO Journal 18, no. 1 (2024): 33–35. http://dx.doi.org/10.4103/jnmo.jnmo_13_24.

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Abstract The present era is characterized by the application of artificial intelligence (AI) in public health. Precision Medicine is an emerging approach for disease prevention and treatment considering individual variability in genes, environment, and lifestyle while precision public health (PPH) amalgamates the concept to individuals and groups of people having similar traits of characteristics. Incorporation of precision medicine approaches into public health strategies, can enhance effectiveness of interventions, maximize the impact of resources, and ultimately improve the health and well-
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34

Khoury, Muin J., Gregory L. Armstrong, Rebecca E. Bunnell, Juliana Cyril, and Michael F. Iademarco. "The intersection of genomics and big data with public health: Opportunities for precision public health." PLOS Medicine 17, no. 10 (2020): e1003373. http://dx.doi.org/10.1371/journal.pmed.1003373.

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35

Modell, Stephen, Toby Citrin, and Sharon Kardia. "Laying Anchor: Inserting Precision Health into a Public Health Genetics Policy Course." Healthcare 6, no. 3 (2018): 93. http://dx.doi.org/10.3390/healthcare6030093.

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The United States Precision Medicine Initiative (PMI) was announced by then President Barack Obama in January 2015. It is a national effort designed to take into account genetic, environmental, and lifestyle differences in the development of individually tailored forms of treatment and prevention. This goal was implemented in March 2015 with the formation of an advisory committee working group to provide a framework for the proposed national research cohort of one million or more participants. The working group further held a public workshop on participant engagement and health equity, focusin
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36

Ferryman, Kadija. "The Dangers of Data Colonialism in Precision Public Health." Global Policy 12, S6 (2021): 90–92. http://dx.doi.org/10.1111/1758-5899.12953.

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37

Arnold, Carrie. "Is precision public health the future — or a contradiction?" Nature 601, no. 7891 (2022): 18–20. http://dx.doi.org/10.1038/d41586-021-03819-2.

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38

Moraes, Milton Ozório, and Nádia Cristina Düppre. "Leprosy post-exposure prophylaxis: innovation and precision public health." Lancet Global Health 9, no. 1 (2021): e8-e9. http://dx.doi.org/10.1016/s2214-109x(20)30512-x.

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39

Rosenberg, Henry, and Kumar G. Belani. "Malignant Hyperthermia: Bridging Genetics, Precision Medicine, and Public Health." ASA Monitor 89, no. 2 (2024): 16–17. https://doi.org/10.1097/01.asm.0001098004.04663.19.

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40

Leguia, Mariana, Anton Vila-Sanjurjo, Patrick S. G. Chain, Irina Maljkovic Berry, Richard G. Jarman, and Simon Pollett. "Precision Medicine and Precision Public Health in the Era of Pathogen Next-Generation Sequencing." Journal of Infectious Diseases 221, Supplement_3 (2019): S289—S291. http://dx.doi.org/10.1093/infdis/jiz424.

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Abstract This brief report serves as an introduction to a supplement of the Journal of Infectious Diseases entitled “Next-Generation Sequencing (NGS) Technologies to Advance Global Infectious Disease Research.” We briefly discuss the history of NGS technologies and describe how the techniques developed during the past 40 years have impacted our understanding of infectious diseases. Our focus is on the application of NGS in the context of pathogen genomics. Beyond obvious clinical and public health applications, we also discuss the challenges that still remain within this rapidly evolving field
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Bosward, Rebecca, Annette Braunack-Mayer, Emma Frost, and Stacy Carter. "Mapping precision public health definitions, terminology and applications: a scoping review protocol." BMJ Open 12, no. 2 (2022): e058069. http://dx.doi.org/10.1136/bmjopen-2021-058069.

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IntroductionPrecision public health is an emerging and evolving field. Academic communities are divided regarding terminology and definitions, and what the scope, parameters and goals of precision public health should include. This protocol summarises the procedure for a scoping review which aims to identify and describe definitions, terminology, uses of the term and concepts in current literature.Methods and analysisA scoping review will be undertaken to gather existing literature on precision public health. We will search CINAHL, PubMed, Scopus, Web of Science and Google Scholar, and include
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42

Traversi, Deborah, Alessandra Pulliero, Alberto Izzotti, et al. "Precision Medicine and Public Health: New Challenges for Effective and Sustainable Health." Journal of Personalized Medicine 11, no. 2 (2021): 135. http://dx.doi.org/10.3390/jpm11020135.

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The development of high-throughput omics technologies represents an unmissable opportunity for evidence-based prevention of adverse effects on human health. However, the applicability and access to multi-omics tests are limited. In Italy, this is due to the rapid increase of knowledge and the high levels of skill and economic investment initially necessary. The fields of human genetics and public health have highlighted the relevance of an implementation strategy at a national level in Italy, including integration in sanitary regulations and governance instruments. In this review, the emerging
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43

Johnson, Walter G. "Using Precision Public Health to Manage Climate Change: Opportunities, Challenges, and Health Justice." Journal of Law, Medicine & Ethics 48, no. 4 (2020): 681–93. http://dx.doi.org/10.1177/1073110520979374.

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Amid public health concerns over climate change, “precision public health” (PPH) is emerging in next generation approaches to practice. These novel methods promise to augment public health operations by using ever larger and more robust health datasets combined with new tools for collecting and analyzing data. Precision strategies to protecting the public health could more effectively or efficiently address the systemic threats of climate change, but may also propagate or exacerbate health disparities for the populations most vulnerable in a changing climate. How PPH interventions collect and
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44

Chan, Ta-Chien, Jia-Hong Tang, Cheng-Yu Hsieh, Kevin J. Chen, Tsan-Hua Yu, and Yu-Ting Tsai. "Approaching precision public health by automated syndromic surveillance in communities." PLOS ONE 16, no. 8 (2021): e0254479. http://dx.doi.org/10.1371/journal.pone.0254479.

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Background Sentinel physician surveillance in communities has played an important role in detecting early signs of epidemics. The traditional approach is to let the primary care physician voluntarily and actively report diseases to the health department on a weekly basis. However, this is labor-intensive work, and the spatio-temporal resolution of the surveillance data is not precise at all. In this study, we built up a clinic-based enhanced sentinel surveillance system named “Sentinel plus” which was designed for sentinel clinics and community hospitals to monitor 23 kinds of syndromic groups
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45

Risher, John F., and Christopher T. DeRosa. "The precision, uses, and limitations of public health guidance values." Human and Ecological Risk Assessment: An International Journal 3, no. 5 (1997): 681–700. http://dx.doi.org/10.1080/10807039709383728.

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46

Gonzalez, Daniel, Gauri G. Rao, Stacy C. Bailey, et al. "Precision Dosing: Public Health Need, Proposed Framework, and Anticipated Impact." Clinical and Translational Science 10, no. 6 (2017): 443–54. http://dx.doi.org/10.1111/cts.12490.

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47

Temesgen, Zelalem, Daniela M. Cirillo, and Mario C. Raviglione. "Precision medicine and public health interventions: tuberculosis as a model?" Lancet Public Health 4, no. 8 (2019): e374. http://dx.doi.org/10.1016/s2468-2667(19)30130-6.

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48

Khoury, Muin J., and James P. Evans. "A Public Health Perspective on a National Precision Medicine Cohort." JAMA 313, no. 21 (2015): 2117. http://dx.doi.org/10.1001/jama.2015.3382.

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49

Tasken, Kjetil, Hege Russnes, Aslaug Helland, et al. "Prototype precision oncology learning ecosystem: Norwegian precision cancer medicine implementation initiative." Journal of Clinical Oncology 40, no. 16_suppl (2022): e13634-e13634. http://dx.doi.org/10.1200/jco.2022.40.16_suppl.e13634.

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e13634 Background: Norway, a country with a publicly funded health care system, was in 2018-19 lagging behind with respect to implementation of precision cancer medicine (PCM). Methods: Our approach mid-2019 was very simple and set out three aims: i) To establish access to advanced molecular diagnostics to allow identification and stratification of cancer patients into clinical trials; ii) To increase the volume of clinical trials with a PCM approach to gain experience and build competence; and iii) In parallel work for implementation of PCM into standard of care. Results: In a trans-disciplin
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50

Mata, Douglas A., Farhan M. Katchi, and Ranjith Ramasamy. "Precision Medicine and Men’s Health." American Journal of Men's Health 11, no. 4 (2015): 1124–29. http://dx.doi.org/10.1177/1557988315595693.

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Precision medicine can greatly benefit men’s health by helping to prevent, diagnose, and treat prostate cancer, benign prostatic hyperplasia, infertility, hypogonadism, and erectile dysfunction. For example, precision medicine can facilitate the selection of men at high risk for prostate cancer for targeted prostate-specific antigen screening and chemoprevention administration, as well as assist in identifying men who are resistant to medical therapy for prostatic hyperplasia, who may instead require surgery. Precision medicine-trained clinicians can also let couples know whether their specifi
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