Joined April 2011
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135 Photos and videos
Pinned Tweet
5 May 2014
A Data Scientist is a device for turning coffee and data into better decisions.
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Our CEO @davidwest_Irl shares a message on our FDA 510(k) clearance.
Want to learn more? Join our webinar on March 8. bit.ly/3ume5Ag
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29 Jan 2023
Finally: some cutting-edge climate social science on NPR!
The brilliant @triofrancos explains how we can avoid tons of dangerous, contested mining by pumping up public transit and driving normal size EVs. Your weekend dose of @cpluscp ☕️.
npr.org/2023/01/29/115238728…
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20 Dec 2022
Mon collègue @CjBayesian a présenté une affiche sur l'#IA qui prédit la discordance diagnostique pour les cas de #mélanome lors du récent Digital Pathology & AI Congress (Europe) et l'a récapitulée sur le blog de @ProsciaInc : proscia.com/dissecting-diagn…
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20 Dec 2022
Read more about our latest research wherein we demonstrate the how AI can identify melanoma cases with the highest diagnostic uncertainty. bit.ly/3BOLHHq @ProsciaInc @SeanGrullon @juliannalog @vvaughnage
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From London to the blog - Sr. AI Scientist @CjBayesian recaps his poster presentation from #DigitalPathology & AI Congress: Europe. Get a look at our research demonstrating the promise of AI to identify melanoma cases w/ the highest diagnostic uncertainty. bit.ly/3BOLHHq
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16 Dec 2022
🚨 NEW 🚨 in @JCOCCI_ASCO: #MachineLearning algorithms to predict mortality or adverse events are often based on routinely-collected administrative #data. Big limitation. How does incorporating the #patient voice into predictions help? Answer: A lot! ascopubs.org/doi/full/10.120…
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6 Dec 2022
🚨NEW in @AMIAinformatics w/ Jinbo Chen @AmolNavathe @CjBayesian @k8courtright colleagues @Penn🚨 How did the #COVID19 #pandemic impact healthcare #algorithms? We show that COVID utilization "shock"➡️long-lasting declines in algorithm performance🧵academic.oup.com/jamia/advan…
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5 Dec 2022
Excited to share our team's work in London this week. We use AI to quantify implicit intra-pathologist discordance using only inter-pathologist data. This is key to understanding how much diagnostic signal the AI can capture!
Finalizing your agenda for Digital Pathology and AI Congress? Don't miss our Senior AI Scientist Corey Chivers' poster presentation. Until then, get a glimpse of the research and see our full plans for the event on our dedicated page. bit.ly/3AzIJpx #DigiPathGE
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5 Dec 2022
We model each pathologist's probability of labeling a melanocytic lesion as malignant in order to determine how often we would expect pairs of pathologists to agree. Deviations from this expectation represent intra-pathologist diagnostic certainty that remains un-captured by AI.
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5 Dec 2022
Our deep learning model correctly predicts 82% of the discordance between pathologists.
12 Oct 2022
Our work on predicting pathologist concordance of melanoma diagnosis detection is up! Helping identify the 'hard cases' will allow efficient routing to specialist, improving accuracy and reducing time-to-diagnosis.
Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression
deepai.org/publication/using…
by Sean Grullon et al. including @juliannalog
#ArtificialIntelligence #Recall
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14 Sep 2022
Just announced! @unilabs has selected @ProsciaInc's DermAI to advance its aspiration of becoming the most digitally-driven diagnostic group. Read the full release for more. bit.ly/3ePH2Mw
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24 Aug 2022
Former lab-mate doing great work. Making my day :) Way to go, @ayazhyder !
“I take our land-grant mission to heart...I believe it is my responsibility as a researcher and a citizen.” Learn more about how @ayazhyder is turning data into solutions for improving the health and well-being of people in his community and beyond. alumnimagazine.osu.edu/story…
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11 Jun 2022
Jensen's Ginequality.
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31 May 2022
🚨NEW🚨 in @PLOSONE led by @erichli1: Suppose a validated #MachineLearning algorithm identifies that your patient is at risk for a bad outcome. How do you respond? The answer: It depends on what type of doctor you are... journals.plos.org/plosone/ar…
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11 Apr 2022
Fighting sepsis is an ongoing battle and for patients with hospital acquired sepsis, capacity strain may contribute to antimicrobial delays. Learn more about this important underlying factor in new research from PAIR fellow @JenGinestraMD. @garyweissman
pubmed.ncbi.nlm.nih.gov/3531…
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3 Feb 2022
For physicists, its cool to work at the LHC (Large Hadron Collider). For a data scientist doing causal inference, its cool to work at an LHC (Large Hospital Collider).