Associate Professor at Department of Biostatistics @ Johns Hopkins University, interested in #wearables & #implantables data, national surveys.

Baltimore, MD
Joined January 2012
More evening sunlight sounds appealing, but comes at a cost to our health. Our internal clocks depend on the timing of light exposure, and morning light better aligns our rhythms with the natural light-dark cycle. It’s time to put biology at the center of the DST debate!
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By every measure, Opus 4.8 beats human experts as peer reviewers in a study of 124 Harvard social science papers covering a range from statistical analyses to formal models to qualitative work. As academics, we need to figure out how to adapt the practice of science to AI, fast.
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Treat every weekend like you paid $2,000 to be there.
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In the new @ScienceMagazine special issue on women's health, a 5★ review of menopause hormone therapy to promote healthy aging science.org/doi/10.1126/scie…
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Now accepted at #Neurips 🙌💗🔥🫶
🧠 Can we recover the equations governing a system directly from noisy, high-dimensional observations? #DYSCO, by Paolo Muratore, is a first step: it learns latent spaces that capture the underlying dynamics & enables recovery of governing equations 📄arxiv.org/abs/2606.13260
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I am looking for a Postdoctoral Fellow at USC Biostatistics to work at the intersection of Functional data analysis and distributional data analysis, with applications in wearable data and digital health. Join my lab! Apply here: forms.stat.ufl.edu/statistic…
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In our new npj Aging paper, we show that a 30-second voice recording captures a signature of biological aging Using 7,000 participants from the Human Phenotype Project (humanphenotypeproject.org) we trained voice-based age models to predict chronological age. The resulting Voice Age was among the strongest single-modality aging clocks and added information beyond metabolomics, imaging, physiology and lifestyle A higher Voice Age gap was associated with adiposity, sleep-disordered breathing, poorer nocturnal oxygenation and liver-related traits, suggesting that voice may provide a simple, scalable biomarker of accelerated biological aging nature.com/articles/s41514-0…
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How regular exercise enhances our immune response. A multiomic blood assessment (single-cell RNA, epigenetics, metabolites, lipids, and cells) with distinct signature for exercise vs sedentary lifestyle @ScienceAdvances science.org/doi/10.1126/scia…
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Dose-response model of training volume on VO2max: Saturate HIIT volume - it might be lower than we think - fill time-availability and adaptation-capacity with MICT, according to personal enjoyment and goal demands But this just shows where the research has been done so far
Proud to announce the publication of our dose-response meta-analysis in Sports Medicine: Optimising Exercise Prescription: A Meta-Analysis Examining the Dose Response of Exercise Duration on Cardiorespiratory Fitness Following HIIT and MICT. A collaboration between @uktuebingen and @LJMU. Read the full article here: link.springer.com/article/10…
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How contemporary academic structures constrain scientific creativity and hold back early-career researchers nature.com/articles/s41562-0… via @HaubrockPhillip et al
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Guys we need to get serious here: The new paper barely nudges our priors on GLP-1 for longevity. I'm spending every waking moment pushing for progress on longevity, but what's going to get us there is scaling up truth-seeking, not giving in to slopulism. Publishing this in Nature is IMO a failure of human taste and judgement. First, the sema mice don't really live longer than healthy controls in other studies (see pic). If you stop there, this should be seen as 'nice someone did this, now do it more carefully'. This may be robust life extension it may not. Second, we already know reduced food intake extends mouse lifespan. Why is there are whole figure comparing CR and sema effects, but no lifespan for matched food-intake? Because it should turn paper into 'sema reduces mouse food intake' If you want to keep going, why females only? Blah blah male aggression, that doesn't stop various ITP interventions from working in males. Or is it that constant injections shorten lifespan, possibly via ulcerative dermatitis which is more common in females? No non-injected control group, can 't say. Fig 3 "GLP-1 ... alleviates the hallmarks of ageing and mimics the calorie restriction response" yes reducing food intake is similar to reducing food intake. Fig 4 "modulates the genetic regulators of ageing" -> Show a bunch target genes many of which have been tested and don't nudge lifespan. I'm glad someone did this study, I'm not saying it's not a contribution or should be retracted, but the reason this is in a tier 1 journal is because it'll get attention (boosted by hypefluencers). Apparently some journals are just giving up; I understand that the multi-year assault on truth-seeking is really hard, it's hard to imagine journals not getting replaced by AI if they lean into slopulism.
New paper @Nature: Semaglutide recapitulates many of the benefits of caloric restriction in female mice & extends lifespan by almost 100 days. Males not yet tested for lifespan Below: Red traces = mouse movement
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140.776 - Statistical Computing at @jhubiostat @johnshopkinssph Lecture 02 summary #RStats #DataScience #git #GitHub @JennyBryan
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Smart commentary on biological vs chronological aging and what reversal of the aging process means @Cell_Metabolism @jpoganik @gladyshev_lab cell.com/cell-metabolism/ful…
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The Bloomberg Student Center at Johns Hopkins University has been named one of the World’s Most Beautiful Campuses of 2026 by @PrixVersailles ✨
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💬 Perspective: Much of today’s #WearableData may function as results of unknown significance, appearing clinically useful without clear evidence, reference ranges, or defined roles in diagnosis and treatment. ja.ma/4bo8EDc
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An advanced wearable with motor sensors captures growth metrics and motor growth charts in infants playing at home over the course of more than a year—offering an unparalleled ability to track early patterns in motor and neurodevelopment. @ScienceTM scim.ag/44MZsEB
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🚩¿TE QUEDAS DORMIDO DESPUÉS DE LAS 12 DE LA NOCHE? Esto podría perjudicar tu salud. Un estudio con 88.000 personas asocia: -Dormir entre las 22:00 y 23:00 h = menor riesgo cardiovascular -Dormir después de medianoche = +25% de riesgo Tu corazón tiene horario. Respeta tus ritmos circadianos.
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Stellar review of the recent and remarkable advances vs Alzheimer's disease (AD). Towards "a future where AD is not only treatable but also preventable." @CellCellPress cell.com/cell/fulltext/S0092…
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Para sintetizar vitamina D, necesitas rayos UVB, que sólo llegan de forma relevante en horas centrales. Y en latitud superior a 33º, en invierno, incluso en horas centrales apenas llegan UVB. Por eso debes rellenar tus depósitos exponiéndote en las horas centrales del verano. Recuerda, además, que los rayos UVB no son sólo vitamina D. Los rayos UVB también producen lumisterol, taquisterol, melanina, beta-endorfinas, serotonina-melatonina, múltiples efectos inmunomoduladores, beneficios en microbiota (independientes de los que también genera a través de la vitamina D), etc.
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