Chris Reeder

ML Scientist at @layerhealth. Formerly @broad_ml4h, Amazon Alexa, @KyruusHealth, MIT. Reader of sci-fi. Climber of rocks.

[Layer Health @layerhealth]

Thrilled to announce our multi-year collaboration with @HopkinsMedicine to advance clinical registry automation by deploying @layerhealth's AI platform.

https://t.co/UDP7EOy0wq

[Jon Cunningham @JonWCunningham]

Natural language processing accurately adjudicates HF hospitalizations in a multi-center trial

#AHA23 Levine Young Investigator

SimPub in @JAMACardio https://t.co/VOfrCrrSoz

Thanks to a great team! @JenHoCardiology @scottdsolomon @patrick_ellinor @pulkitsng @steven_lubitz

[Emily Lau, MD, MPH @emilyswlau]

Can deep learning derived echocardiogram measures predict cardiovascular outcomes?

Our latest in @JACCJournals

Link 👉https://t.co/D7A3lodOCw

Co-led with @paolodkl @broad_ml4h @broadinstitute @MGHHeartHealth @gpbatra @steven_lubitz @JenHoCardiology

[JACC Journals @JACCJournals]

Natural language processing applied to discharge summary text improves adjudication of #HeartFailure hospitalization. Accurate & scalable tech to improve real-world evidence. https://t.co/umxw78GL2G

#JACCHF #CardioTwitter @JonWCunningham @pulkitsng @JenHoCardiology @emilyswlau

[Patrick Ellinor @patrick_ellinor]

Great video summary!

[Shaan Khurshid @shaan_khurshid]

Deep ECG -> VO2 wins best poster at #ISCE2023 @the_isce! Honored to be recognized at a great conference at forefront of contemporary #ECG science

congrats @TimChurchillMD @paolodkl @MeaganWasfy @steven_lubitz @JSawallaGusehMD et al

@broadinstitute @broad_ml4h @MGHHeartHealth

[Daniel Pipilas, MD @DPipilasMD]

Can we use artificial intelligence (#AI) to predict atrial fibrillation (#afib)? Our NEW review in #CurrentCardiologyReports summarizes recent advancements and our predictions about how AI may shape the future of AF screening.

Paper -> https://t.co/lM9nZEEN76

@MGHHeartHealth

[Shaan Khurshid @shaan_khurshid]

Awesome opportunity to present on clinical perspectives on the implementation of ECG-AI at #ISCE2023, in front of an amazing mix of engineers, clinicians, and ECG enthusiasts. Thank you @the_isce!

@broadinstitute @broad_ml4h @MGHHeartHealth @MassGeneralNews

[Shaan Khurshid @shaan_khurshid]

New in @NatureComms ! Our GWAS of #CMR based LV mass quantified using #AI segmentation (@broad_ml4h) in >50k @uk_biobank participants. 12 loci for indexed LVM, inc genes implicated in cardiomyopathy, contractility, and neurohormonal regulation.

Paper: https://t.co/3FomsPwDPY

[Jon Cunningham @JonWCunningham]

#ACC23 YIA / @JACCJournals #JACCHF SimPub

Problem: ICD codes defining clinical events in EHR / biobanks can be inaccurate

We trained/validated a natural language processing model to adjudicate HF hospitalization from d/c summary text

https://t.co/WlSDbs6uhP

🧵

[Chris Reeder @reeder_ml]

@JonWCunningham @JACCJournals Great thread @JonWCunningham This was so much fun. Excited to put this definition to use and to continue to find ways to power clinical research with NLP!

[ML4H @broad_ml4h]

Want to apply cutting-edge #deeplearning methods to enormous amounts of #clinical real-world data? We're #hiring a Machine Learning Engineer/Scientist to join @broad_ml4h and work in close collaboration with world-class clinical researchers! Apply here: https://t.co/SU1CV82sWV