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Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes

Autor: Bosschieter, Tomas M., Xu, Zifei, Lan, Hui, Lengerich, Benjamin J., Nori, Harsha, Painter, Ian, Souter, Vivienne, Caruana, Rich

Although most pregnancies result in a good outcome, complications are not uncommon and can be associated with serious implications for mothers and babies. Predictive modeling has the potential to improve outcomes through better understanding of risk

Externí odkaz: http://arxiv.org/abs/2310.10203

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Akademický článek

A multi-country survey on sanitation systems in underserved urban settlements in the Melanesian Pacific region

Autor: B. Z. Rousso, R. Sanderson, M. Love, C. Koto, S. Seru, V. Salusalu, D. Unguna, K. K. Kotra, R. Souter

Publikováno v: npj Clean Water, Vol 7, Iss 1, Pp 1-12 (2024)

Abstract Safe and enduring water, sanitation, and hygiene (WASH) for all is the key target of Sustainable Development Goal 6. Despite progress in global WASH monitoring to support SDG 6, significant data gaps persist, especially in urban informal set

Externí odkaz: https://doaj.org/article/a4c0b025a4c5438f854f5cd4cba899b6

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Akademický článek

Poor compliance with germline testing recommendations in colorectal cancer patients undergoing molecular residual disease testing

Autor: Suzanne Schrock-Kelley, Vivienne Souter, Michael J. Hall, Youbao Sha, Urmi Sengupta, Adam C. ElNaggar, Minetta C. Liu, Jeffrey N. Weitzel

Publikováno v: Communications Medicine, Vol 4, Iss 1, Pp 1-5 (2024)

Abstract Background Approximately 15% of colorectal cancers (CRCs) are associated with germline mutations. There is increasing adoption of DNA-based assays for molecular residual disease (MRD) and growing evidence supporting its clinical utility, par

Externí odkaz: https://doaj.org/article/d2bfd049b2134feba75e29e6cbe33579

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Report

Using Interpretable Machine Learning to Predict Maternal and Fetal Outcomes

Autor: Bosschieter, Tomas M., Xu, Zifei, Lan, Hui, Lengerich, Benjamin J., Nori, Harsha, Sitcov, Kristin, Souter, Vivienne, Caruana, Rich

Most pregnancies and births result in a good outcome, but complications are not uncommon and when they do occur, they can be associated with serious implications for mothers and babies. Predictive modeling has the potential to improve outcomes throug

Externí odkaz: http://arxiv.org/abs/2207.05322

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Akademický článek

In need of robust evidence of non-association of pregestational and early pregnancy SARS-CoV-2 infections with congenital anomalies

Autor: Athina Samara, Vivienne Souter, Conrado Milani Coutinho, Asma Khalil

Publikováno v: EClinicalMedicine, Vol 74, Iss , Pp 102729- (2024)

Summary: SARS-CoV-2 infection during pregestational and early pregnancy periods has an unclear impact on fetal development. Although vertical transmission is rare, potential effects on the developing fetal brain are plausible. However, robust evidenc

Externí odkaz: https://doaj.org/article/dd06261cc16345dab2c3e331c5de11f2

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Akademický článek

The impact of clomiphene citrate on the endometrium in comparison to gonadotropins in intrauterine insemination cycles: is it thinner and does it matter?

Autor: Yao Lu, Panagiotis Cherouveim, Victoria Jiang, Irene Dimitriadis, Kaitlyn E. James, Charles Bormann, Irene Souter

Publikováno v: Frontiers in Endocrinology, Vol 15 (2024)

ObjectiveTo determine whether endometrial thickness (EMT) differs between i) clomiphene citrate (CC) and gonadotropin (Gn) utilizing patients as their own controls, and ii) patients who conceived with CC and those who did not. Furthermore, to investi

Externí odkaz: https://doaj.org/article/f2ba3784943049c38b00379f3b5e1fe5

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