Sarah McGough

155 posts

Sarah McGough

@EsMagoo

Data science, epidemiology @genentech. Complex health data modeling & ML. Formerly @HarvardChanSPH @CCDD_HSPH

San Francisco, CA Beigetreten Ocak 2012

61 Folgt126 Follower

Sarah McGough retweetet

The Alan Turing Institute@turinginst·28 Eyl

🎓The Turing-@Roche Partnership is delighted to announce our Community Scholars! 10 PhD students join the partnership community, attending a conference & running a community project on topics around the partnership & #AI in health. Find out more: bit.ly/3tk2AIk

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Sarah McGough retweetet

Greta Thunberg@GretaThunberg·27 Eki

With over 100 incredible contributors – experts, activists and authors – it highlights many of the different faces of the crises we face, and aims to connect the dots between them. 2/4

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Sarah McGough@EsMagoo·29 Nis

Interpretable ML *heavens sing* great work @MauSantillana and team!

Mauricio Santillana@MauSantillana

Our paper documenting a new interpretable deep learning-based approach for predicting the risk of a patient's no-show is out in @Nature_NPJ Digital Medicine rdcu.be/cLP7n Great collaboration with @DianboLiu WY Shin, E Sprecher, K Conroy, O Santiago, G Wachtel

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Sarah McGough@EsMagoo·3 Kas

Coming up next week: structured missingness workshop with the #AlanTuringInstitute. We are examining a special (and interesting!) form of heterogeneity in multimodal data. @turinginst

The Alan Turing Institute@turinginst

EVENT: In partnership with @Roche we are inviting #Researchers to participate in a 3-part #VirtualWorkshop on #StructuredMissingness A call for papers will be announced with funding available for successful proposals ow.ly/3F1T50GtJC6

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Sarah McGough retweetet

Devin Incerti@DevinIncerti·17 Ağu

Happy to see our paper w/@EsMagoo,@robtibshirani & all on prediction modeling with high-dimensional left-truncated and right-censored survival data published in Statistics in Medicine. Need to be especially careful using C-index for model evaluation. onlinelibrary.wiley.com/doi/full/10.10…

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Sarah McGough retweetet

Mauricio Santillana@MauSantillana·16 Haz

Our work on "A dynamic, ensemble learning approach to forecast dengue fever epidemic years in Brazil using weather and population susceptibility cycles" just out at the Journal of the @royalsociety interface royalsocietypublishing.org/doi/10.1098/rs… with @EsMagoo @SKNKsmash Nathan Kutz

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Sarah McGough@EsMagoo·13 Şub

Tl;dr, misleading, and occasionally conflicting, conclusions about model performance if unaddressed (e.g. extra bad calibration, not-extra-bad discrimination, biased coefficients) Our GitHub: github.com/phcanalytics/c…

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Sarah McGough@EsMagoo·13 Şub

Uncovering immortal time bias when fitting prognostic survival models in a large clinico-genomic database. Here, our assessment w/ @DevinIncerti, @robtibshirani & all (pre-print). medrxiv.org/content/10.110…

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Sarah McGough retweetet

Justin M Cohen@cohenjm·20 Oca

Analysis of routine datastreams to make timely decisions is usually complicated by reporting lags. New paper from Sharon @nychealthy applies "nowcasting" methods by @rebeccajk13, @EsMagoo, and @CCDD_HSPH to estimate real-time COVID-19 incidence in NYC: publichealth.jmir.org/2021/1/e25538/

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Sarah McGough retweetet

Bill Hanage @BillHanage.bsky.social@BillHanage·13 Oca

There is a new ‘variant’ clearly identified today, P.1. And it is worth saying a little about what we have learned about it, and from the variants we have identified so far virological.org/t/genomic-char… 1/quite_a_few

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Sarah McGough retweetet

Ranu Dhillon@RanuDhillon·17 Oca

We're deploying vaccines like we do annual flu shots rather than the mass vaccinations done in Africa & Asia where millions are vaccinated in weeks Years ago, Joe Rhatigan & I studied these campaigns. They offer several lessons that can inform what we need in the US now THREAD

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Marc Lipsitch@mlipsitch·12 Oca

Now online led by Sharon Greene, @EsMagoo, and @rebeccajk13 Nowcasting for Real-Time COVID-19 Tracking in New York City: Evaluation Study Using Reportable Disease Data From th… pubmed.ncbi.nlm.nih.gov/33406053/

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Sarah McGough retweetet

Bill Hanage @BillHanage.bsky.social@BillHanage·19 Ara

There is much more discussion in this excellent and thorough blog post virological.org/t/preliminary-… (thx @WvSchaik for alerting me) but a few headline comments follow 13/n

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Sarah McGough retweetet

Marc Lipsitch@mlipsitch·18 Ara

I've been asked about this a lot so I wrote a blog post @ccdd_hsph COVID-19 Vaccines and Herd Immunity ccdd.hsph.harvard.edu/2020/12/17/cov…

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Sarah McGough@EsMagoo·11 Ara

Thanks for capturing these learnings- we hope they resonate with many who work with complex health data!

Andre Esteva, PhD@AndreEsteva

Pan-tumor precision medicine via personalized healthcare insights. Great talk at #NeurIPS2020 #ML4H workshop by @EsMagoo, @robtibshirani. "rigorous models require intimate understanding of your data". This is the future of medicine.

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Sarah McGough@EsMagoo·11 Ara

A pleasure to share the work we are doing in the machine learning and personalized healthcare space! #ML4H #NeurIPS2020

_hylandSL - not here@_hylandSL

Sarah McGough (@EsMagoo) from Roche is now talking about her work with collaborators Rob Tibshirani (@robtibshirani) and Balasubramanian Narasimhan on pan-tumor oncology, and challenges with real-world datasets. #ML4H #NeurIPS2020

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Sarah McGough retweetet

Mauricio Santillana@MauSantillana·12 Kas

We explore to what extent two rising public health threats — climate change and antibiotic resistance — are related in our recent paper published in @Eurosurveillanc. Great collaboration with @EsMagoo D MacFadden, MW Hattab, @KareMolbak eurosurveillance.org/content/10.280…

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Sarah McGough retweetet

Mauricio Santillana@MauSantillana·20 Ağu

Our recent work on monitoring emerging disease outbreaks using novel data sources just became available at @PLOSCompBiol Great collaboration with E Aiken, @EsMagoo @maiamajumder G Wachtel, @AndreNguyen16 and C Viboud doi.org/10.1371/journa… @Bos_CHIP

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Sarah McGough retweetet

Marc Lipsitch@mlipsitch·1 Tem

This is the method that @EsMagoo @majohanss (@CDCgov) Nick Menzies (@decisionscience) published recently journals.plos.org/ploscompbiol/a… and is in use in health depts around the world. Now easier to use than ever!

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Entdecken

@Roche @MauSantillana @turinginst @robtibshirani @royalsociety @SKNKsmash @DevinIncerti @nychealthy