Cameron Po-Hsuan Chen

36 posts

Cameron Po-Hsuan Chen

Cameron Po-Hsuan Chen

@cameronphchen

HealthAI @ Google • Prev: Head of AI @ Need, ML for Healthcare @ Google Brain, PhD @ Princeton (ML+Comp Neuro), Google PhD Fellow

Katılım Eylül 2012
1.2K Takip Edilen161 Takipçiler
Cameron Po-Hsuan Chen retweetledi
Google Research
Google Research@GoogleResearch·
Does medical AI really work in the real-world? It needs to be assessed carefully and responsibly. We will be launching a first-of-its-kind nationwide randomized study with Included Health to evaluate AI in real-world virtual care to better understand its capabilities & limitations. This study is informed by years of foundational research across Google, investigating the capabilities required for a helpful & safe medical AI.
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Cameron Po-Hsuan Chen
Cameron Po-Hsuan Chen@cameronphchen·
AI holds so much potential in transforming how people manage health, navigate the system, and interact with providers. This study is informed by years of foundational research, including AMIE (lnkd.in/eY5MaReQ), Personal Health Agent (lnkd.in/e9xn73N4), and Wayfinding AI (lnkd.in/eM8dUV-Q).
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Cameron Po-Hsuan Chen
Cameron Po-Hsuan Chen@cameronphchen·
September is #ProstateCancer awareness month so we decided to share more about the work we're doing at Google Health and how we're working toward the shared mission of catalyzing the adoption of human-centered #AI in health! Very fortunate to work with such a fantastic group!
Google for Health@GoogleForHealth

We already see the potential benefits of AI-driven prostate cancer research. From informing treatment plans to improving the efficacy & confidence of diagnoses, researchers Dave and Cameron share updates on our exciting work in this vital area. Read more: goo.gle/3re9E52

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Cameron Po-Hsuan Chen retweetledi
Google AI
Google AI@GoogleAI·
Prostate cancer grading is a clinical problem that has attracted substantial ML research because it involves visual pattern assessment, a task well-suited for computer vision models. Learn about the PANDA challenge and how it has accelerated such research↓goo.gle/3HNvByB
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Cameron Po-Hsuan Chen retweetledi
Google for Health
Google for Health@GoogleForHealth·
In July 2020, @JAMAOnc, part of @JAMANetwork published "Development and Validation of a Deep Learning Algorithm for Gleason Grading in Prostate Cancer.” This work was co-authored with @DrMahul & Dr. @nielsolson, leading experts and fierce patient advocates goo.gle/3no96Jg
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Cameron Po-Hsuan Chen retweetledi
Google AI
Google AI@GoogleAI·
Identifying whether a chest X-ray exhibits abnormalities is critical for patient triage and care. Today we demonstrate a method that uses #ML to rapidly assess and flag potentially abnormal chest X-rays for radiologist review. Read all about it below. goo.gle/3yGZdIQ
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Cameron Po-Hsuan Chen
Cameron Po-Hsuan Chen@cameronphchen·
New study published! Accurate assessment of prognosis is critical to patient care. In this study, we showed that AI model is more accurate at predicting outcomes than grading done by pathologists, validated on a large-scale independent dataset.
Nature Portfolio@NaturePortfolio

Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading: go.nature.com/3A6U1zG Read this and other first articles published in @CommsMedicine.

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Cameron Po-Hsuan Chen
Cameron Po-Hsuan Chen@cameronphchen·
Our latest work in predicting outcomes from colorectal cancer histopathology slides with identification of novel tumor features! Very excited about this direction of using AI to predict unknown signals while understanding the underlying features that are influencing the model.
Google AI@GoogleAI

Our latest research applying #DeepLearning in #pathology is now at @Nature_npj Digital Medicine, describing our approach to predict prognosis in colorectal cancer and identify potentially novel tumor features. Read more at goo.gle/3dthK3I and ↓ goo.gle/2P0MxeP

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Cameron Po-Hsuan Chen retweetledi
JAMA Network Open
JAMA Network Open@JAMANetworkOpen·
Diagnostic study finds using an #AI-based assistive tool for the review of prostate biopsies was associated with improvements in the quality, efficiency, and consistency of cancer detection & grading. @davesteiner @cmermel @GoogleHealth ja.ma/38AB6C7
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Cameron Po-Hsuan Chen
Cameron Po-Hsuan Chen@cameronphchen·
Excited to share our JAMA Network Open paper on how AI can assist pathologists in the subjective prostate cancer grading task! This study showed AI's assistance improved pathologist accuracy, efficiency, and confidence! jamanetwork.com/journals/jaman…
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Cameron Po-Hsuan Chen
Cameron Po-Hsuan Chen@cameronphchen·
Google's Research Scholar Program is accepting applications! It provides unrestricted gifts to support research at institutions around the world, and is focused on funding early-career professors (received PhD within 7 years). PM me if you have questions! research.google/outreach/resea…
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Cameron Po-Hsuan Chen retweetledi
Google for Health
Google for Health@GoogleForHealth·
We’re proud to announce a new initiative w/@MayoClinic to study the use of AI to help clinicians plan radiotherapy treatment for cancer. We hope this research will help improve the efficiency of radiotherapy and help patients access treatment more quickly: goo.gle/382Xxjd
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Cameron Po-Hsuan Chen retweetledi
Daniel Swain
Daniel Swain@Weather_West·
A meteorological feature I don't think I've seen before--a "smoke cyclone?" Looks like a mid-level low pressure swirl over North Coast--entirely encircled by dense smoke! Plus, bit of shallow convection atop smoke layer to south? Hmmm... cc @nplareau @NWSBayArea @NickyNaus #CAwx
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