RT @BenGlicksberg: cc @BeauNorgeot 😁 @UCSF @UCSF_BCHSI @UCSFHospitals
RT @SharatIsrani: Very far thinking, indeed @atulbutte @UCSF_BCHSI @BeauNorgeot @BenGlicksberg Let's get the real data in real time for an…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
Very far thinking, indeed @atulbutte @UCSF_BCHSI @BeauNorgeot @BenGlicksberg Let's get the real data in real time for an LHS. Bonus hint for outpatient surveys: stop asking me how comfortable the waiting room was. Ask me how long my fever lasted.
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
cc @BeauNorgeot 😁 @UCSF @UCSF_BCHSI @UCSFHospitals
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
RT @CALonghurst: A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language mod…
A prescient commentary from @atulbutte et al in 2019 defined a "deep learning healthcare system" - will large language models make this a reality? #MedTwitter #GPT 👉🏼https://t.co/587WjyidY6 https://t.co/vcXaxATCSc
RT @atulbutte: Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNor…
RT @atulbutte: Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNor…
RT @atulbutte: Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNor…
Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNorgeot and @BenGlicksberg! https://t.co/4tl6u3BXT2 #acentrus23 https://t.co/AmyZqW16wp
RT @atulbutte: Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNor…
RT @atulbutte: Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNor…
Still excited about our call 4 yrs ago in @NatureMedicine to build a #DeepLearning healthcare system! Great work by @BeauNorgeot and @BenGlicksberg! https://t.co/4tl6u3BXT2 #LSIUSA23 https://t.co/hCw8ekbkoP
@Nature: A call for deep-learning healthcare. https://t.co/gYAMmlkLNu Improving the quality of machine learning in health applications and clinical research. https://t.co/YOEcSBgrL2 Machine learning in precision medicine: lessons to learn. https://t.co/ca
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
"A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physicians." #AI could enable this! https://t.co/g5Tpl3mbhd w/ @beaunorgeot #AMIA2021 https://t.co/PgmbY34FnK
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
RT @atulbutte: "A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physi…
"A #deeplearning healthcare system enables all physicians to practice at same level of expertise as panel of very best physicians." #AI enables this! https://t.co/g5Tpl3mbhd w/ @beaunorgeot #TRICON https://t.co/qoTC53CRVj
RT @atulbutte: @anish_koka I’ve said it once, I’ll say it again: As much as docs pick on the quality of that record, it is now the legal re…
@raj_mehta I have to disagree. It’s already good enough for a doctor to sift through and take over the care. A computer will find signal from the noise too, some day. https://t.co/tFH25hnvW2
@anish_koka I’ve said it once, I’ll say it again: As much as docs pick on the quality of that record, it is now the legal record. If another doc can take over care from that record, a computer can too, some day https://t.co/tFH25hnvW2
New ways to think of the future of healthcare.
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
RT @atulbutte: "A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very b…
"A #deeplearning healthcare system would enable all physicians to practice at same level of expertise as panel of the very best physicians." https://t.co/g5Tpl34ApF w/ @beaunorgeot #AI #NAMmtg
RT @atulbutte: Imagine 10 docs faced w/ same clinical problem (choice A B or C) in 1 patient. If provided w/ max patient data, exam, wearab…
RT @atulbutte: Imagine 10 docs faced w/ same clinical problem (choice A B or C) in 1 patient. If provided w/ max patient data, exam, wearab…
RT @atulbutte: "If the answer is yes, then medicine is fundamentally machine learnable." https://t.co/g5Tpl34ApF with @beaunorgeot #CHIP25
RT @atulbutte: "If the answer is yes, then medicine is fundamentally machine learnable." https://t.co/g5Tpl34ApF with @beaunorgeot #CHIP25
RT @atulbutte: "If the answer is yes, then medicine is fundamentally machine learnable." https://t.co/g5Tpl34ApF with @beaunorgeot #CHIP25
RT @atulbutte: "If the answer is yes, then medicine is fundamentally machine learnable." https://t.co/g5Tpl34ApF with @beaunorgeot #CHIP25
RT @atulbutte: Imagine 10 docs faced w/ same clinical problem (choice A B or C) in 1 patient. If provided w/ max patient data, exam, wearab…
RT @atulbutte: Imagine 10 docs faced w/ same clinical problem (choice A B or C) in 1 patient. If provided w/ max patient data, exam, wearab…
"If the answer is yes, then medicine is fundamentally machine learnable." https://t.co/g5Tpl34ApF with @beaunorgeot #CHIP25
Imagine 10 docs faced w/ same clinical problem (choice A B or C) in 1 patient. If provided w/ max patient data, exam, wearable, patient preferences, world literature, SHOULD all 10 reach exact same answer? https://t.co/g5Tpl34ApF #CHIP25
RT @HubBucket: ⚕️ A Call for #DeepLearning in #Healthcare It is time to create a smarter #Healthcare systems in which the best treatment d…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
RT @HubBucket: ⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning…
⚕️ Electronic #Medical Records - #EMR and Electronic #Health Records - #EHR coupled with #MachineLearning and #DeepLearning #Models and #Algorithms to improve #Healthcare Delivery in the 21st Century. 🖥️https://t.co/ypXj8xlDyQ @HubBucket @HubDataScience
RT @HubBucket: ⚕️ A Call for #DeepLearning in #Healthcare It is time to create a smarter #Healthcare systems in which the best treatment d…
RT @HubBucket: ⚕️ A Call for #DeepLearning in #Healthcare It is time to create a smarter #Healthcare systems in which the best treatment d…
RT @HubBucket: ⚕️ A Call for #DeepLearning in #Healthcare It is time to create a smarter #Healthcare systems in which the best treatment d…
RT @HubBucket: ⚕️ A Call for #DeepLearning in #Healthcare It is time to create a smarter #Healthcare systems in which the best treatment d…
⚕️ A Call for #DeepLearning in #Healthcare It is time to create a smarter #Healthcare systems in which the best treatment decisions are computationally learned from #EHR #data by #DeepLearning methodologies. 🖥️https://t.co/ypXj8xlDyQ @HubBucket @HubData
https://t.co/vLZdlvcPfR The article it one page and the conflict of interest declaration is one page! https://t.co/ugs5eCLl4A
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @surgeonretina: .@atulbutte can we make #EHR data in #deeplearning #blackbox more transparent? The #blackbox approach could exacerbate r…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
.@atulbutte can we make #EHR data in #deeplearning #blackbox more transparent? The #blackbox approach could exacerbate reliance on variables that are subjective or prejudicial & we’d never know how the black box got there. What #whitebox #machinelearni
RT @drfishman: A call for deep-learning healthcare | Nature Medicine https://t.co/CERYZ1QLsQ
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…
That's our goal! Few places in the US (if any) better positioned to lead this than Geisinger
RT @atulbutte: We are calling for using #EHR data and #AI to build a new #DeepLearning Healthcare System… let's learn from the data — in a…