Clustering of >145,000 Symptom Logs Reveals Distinct Pre, Peri, and Post Menopausal Phenotypes
![Clustering of >145,000 Symptom Logs Reveals Distinct Pre, Peri, and Post Menopausal Phenotypes](https://www.medrxiv.org/content/medrxiv/early/2023/12/14/2023.12.12.23299821/F2.large.jpg)
![](https://www.researchgate.net/publication/362963203/figure/fig3/AS:11431281085646656@1663811906262/Percentages-of-participants-within-each-country-who-reported-interference-from.png)
Percentages of participants within each country who reported
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It is not just menopause: symptom clustering in the Study of Women's Health Across the Nation, Women's Midlife Health
![](https://media.springernature.com/m685/springer-static/image/art%3A10.1186%2Fs43043-021-00093-0/MediaObjects/43043_2021_93_Fig4_HTML.png)
Genes linked with early menopause and the pathogenesis of its associated diseases: a systematic review, Middle East Fertility Society Journal
![](https://jours.isi-science.com/imageXml.php?i=medscimonit-27-e933424-g001.jpg&idArt=933424&w=1000)
Medical Science Monitor Evaluation of Susceptibility Genes/Loci Associated with Male Androgenetic Alopecia (MAGA) for Female-Pattern Hair Loss in a Chinese Han Population and a Brief Literature Review - Article abstract #933424
![](https://www.researchgate.net/publication/318726723/figure/fig2/AS:520951042449408@1501215815098/Proportion-of-women-in-each-latent-class-estimated-probability-presented-in-circles-and.png)
Proportion of women in each latent class (estimated probability
![](https://www.researchgate.net/profile/Justin-Moore-15/publication/315112680/figure/tbl1/AS:669320501796888@1536589851445/Prevalence-and-Odds-Ratios-for-Metabolic-Syndrome-in-US-Adults-Stratified-by-Race-and_Q320.jpg)
Prevalence and Odds Ratios for Metabolic Syndrome in US Adults
![](https://www.researchgate.net/publication/378693188/figure/fig5/AS:11431281227205843@1709520769509/Effects-of-hESC-MPCs-on-the-number-of-BM-derived-MDSCs-and-inflammation-and_Q320.jpg)
9397 PDFs Review articles in PERIMENOPAUSE
![](https://www.researchgate.net/publication/378693188/figure/fig1/AS:11431281227159702@1709520767565/Effect-of-the-number-of-human-embryonic-stem-cell-derived-mesenchymal-progenitor-cells_Q320.jpg)
9397 PDFs Review articles in PERIMENOPAUSE
![](https://www.researchgate.net/publication/318726723/figure/fig1/AS:520951038656512@1501215814994/Heat-map-of-symptom-intensity-by-six-defined-latent-classes-with-darker-blue-indicating_Q320.jpg)
Heat map of symptom intensity by six defined latent classes with darker
![](https://www.researchgate.net/publication/375114759/figure/tbl1/AS:11431281202256849@1698772255301/Baseline-Characteristics-of-the-Eligible-vs-Borderline-Group_Q320.jpg)
Nozomi Niimi's research works Keio University, Tokyo and other places
Latent class growth analysis multi-trajectory model results.
![](https://www.researchgate.net/publication/372683504/figure/fig1/AS:11431281177492751@1690511046957/Patient-enrollment-flowchart_Q320.jpg)
B C Olsen's research works University of Oslo, Oslo and other places
![](https://www.researchgate.net/publication/355331034/figure/fig1/AS:1079334538346496@1634344815132/Echocardiograms-and-histology-to-confirm-myocardial-infarctions-in-the-heart-failure_Q320.jpg)
John KONHILAS, Associate Professor, MS, PhD, The University of Arizona, Arizona, UA, Department of Physiology