@DrBenLovell The answer more easily from @DrJHoward "Cardiac Rhythm Device Identification Using Neural Networks | JACC: Clinical Electrophysiology" https://t.co/8eY3ngp6po
@bogdienache @drsuneet Paging @DrJHoward He has a website. Not sure about if he has an app. https://t.co/Sp5fCxpnZO
そんなん、このdeep learningの論文で解決じゃ (゚σ・゚)ホジホジ https://t.co/NGtjvsxV5m
@merbroussard Here’s another one: ICD implants that detect dangerous heart rhythms and deliver an electric shock. Incredible life saving devices. And e.g. in the slipstream: https://t.co/aQw76QG8i2
RT @Radiation_Cat_H: ちなみに論文の著者に 「これって腹部に植え込みしたデバイスってどうなの?」 って聞いたところ 「S-ICD以外そんなとこにないぜ」 って言われちゃった… 小児とかはやっぱりイレギュラー症例なのか https://t.co/a3dHBB…
ちなみに論文の著者に 「これって腹部に植え込みしたデバイスってどうなの?」 って聞いたところ 「S-ICD以外そんなとこにないぜ」 って言われちゃった… 小児とかはやっぱりイレギュラー症例なのか
RT @Radiation_Cat_H: 【マニアな論文シリーズ1】 胸部ペーシングデバイスを、胸部単純写真からCNNでデバイス判別を行ってみた例 99.6%の確率でメーカーを判別し、96.4%の確率でモデルグループを特定できた 対して心臓専門医はメーカーを72%しか正解で…
【マニアな論文シリーズ1】 胸部ペーシングデバイスを、胸部単純写真からCNNでデバイス判別を行ってみた例 99.6%の確率でメーカーを判別し、96.4%の確率でモデルグループを特定できた 対して心臓専門医はメーカーを72%しか正解できなかった(モデルは無理) https://t.co/fumo4okU5V
RT @KTamirisaMD: Cardiac Rhythm Device Identification Using Neural Networks | JACC: Clinical Electrophysiology Neural Network Algorithms to…
RT @KTamirisaMD: Cardiac Rhythm Device Identification Using Neural Networks | JACC: Clinical Electrophysiology Neural Network Algorithms to…
RT @KTamirisaMD: Cardiac Rhythm Device Identification Using Neural Networks | JACC: Clinical Electrophysiology Neural Network Algorithms to…
Cardiac Rhythm Device Identification Using Neural Networks | JACC: Clinical Electrophysiology Neural Network Algorithms to identify Device manufacturers/model based on CXR beats Electrophysiologist’s 👁 #EPeeps #MedTwitter @Cardiotweets83 https://t.co
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @sarahhudsonuk: Great to see sharing of datasets to encourage spread of AI in healthcare - thanks @DrJHoward & team! Is this the first o…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
Amazing work @DrJHoward!
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
Great to see sharing of datasets to encourage spread of AI in healthcare - thanks @DrJHoward & team! Is this the first openly shared dataset for this purpose? @haris_shuaib
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
RT @DrJHoward: Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwo…
Pleased to say we've had ethical confirmation that the dataset from our pacemaker identification paper (https://t.co/5wYDhwoHDL) can be made open. Is it now available on Kaggle here: https://t.co/9uv2dbEUqp #EPeeps
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @drboonlim: What's that pacemaker model again? Upload your photo in Well done @drjhoward and great to see this work published and the n…
What's that pacemaker model again? Upload your photo in Well done @drjhoward and great to see this work published and the neural network made available to all.
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @EducationRhythm: Wondering what PPM/ICD model your patient has? Upload your photo of the x-ray on https://t.co/hCcsIjR7pv and it's like…
RT @EducationRhythm: Wondering what PPM/ICD model your patient has? Upload your photo of the x-ray on https://t.co/hCcsIjR7pv and it's like…
RT @EducationRhythm: Wondering what PPM/ICD model your patient has? Upload your photo of the x-ray on https://t.co/hCcsIjR7pv and it's like…
RT @EducationRhythm: Wondering what PPM/ICD model your patient has? Upload your photo of the x-ray on https://t.co/hCcsIjR7pv and it's like…
RT @ba_steinberg: Guess I no longer need to keep my library of device x-rays by vendor...this would've come in handy as the consult fellow…
RT @EducationRhythm: Wondering what PPM/ICD model your patient has? Upload your photo of the x-ray on https://t.co/hCcsIjR7pv and it's like…
Wondering what PPM/ICD model your patient has? Upload your photo of the x-ray on https://t.co/hCcsIjR7pv and it's likely to tell you exactly the model. Well done @drjhoward @DrAhranArnold and team at Imperial College!
RT @ba_steinberg: Guess I no longer need to keep my library of device x-rays by vendor...this would've come in handy as the consult fellow…
RT @ba_steinberg: Guess I no longer need to keep my library of device x-rays by vendor...this would've come in handy as the consult fellow…
RT @ba_steinberg: Guess I no longer need to keep my library of device x-rays by vendor...this would've come in handy as the consult fellow…
RT @ba_steinberg: Guess I no longer need to keep my library of device x-rays by vendor...this would've come in handy as the consult fellow…
Guess I no longer need to keep my library of device x-rays by vendor...this would've come in handy as the consult fellow @DukeHeartCenter #Epeeps Bravo @DrJHoward for making it publicly available (https://t.co/acQjKQfoh2) CIED ID Using Neural Networks -
Cardiac rhythm device identification using neural networks https://t.co/1V8fkM4LUf
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
@ZainabASamad @PHranitzky @JonPicciniSr @atwater_brett @MarkSendak This probably proves that @vkhosla is right, eh? Good work @DrJHoward @CCook_MD @drgrahamcole @mshunshin @ProfDFrancis https://t.co/Ni2TNzCbXU
RT @manyooa: @UTHSC_Medicine @UTHSCResearch @ACCinTouch @uthsc @manyooa Tool to accurately identify the manufacturer and even model group o…
@UTHSC_Medicine @UTHSCResearch @ACCinTouch @uthsc @manyooa Tool to accurately identify the manufacturer and even model group of a cardiac rhythm device from a radiograph. https://t.co/x4l0eXzBsI
RT @DrAhranArnold: @MGKatz036 @datsunian @DrJHoward et al from @ImperialNHLI @ImperialEP have published this Cardiac Rhythm Device Identif…
@MGKatz036 @datsunian @DrJHoward et al from @ImperialNHLI @ImperialEP have published this Cardiac Rhythm Device Identification Using Neural Networks https://t.co/8OYo9WnDrW Can use it at https://t.co/R8fRK9NNQu
Cardiac Rhythm Device Identification Using Neural Networks https://t.co/imjVibvVXj #machinelearning #pacemaker
RT @DrJHoward: "The Advent of Clinically Useful Deep Learning", a very thoughtful editorial from from Collin Stultz of @MIT at https://t.co…
RT @DrJHoward: "The Advent of Clinically Useful Deep Learning", a very thoughtful editorial from from Collin Stultz of @MIT at https://t.co…
RT @DrJHoward: "The Advent of Clinically Useful Deep Learning", a very thoughtful editorial from from Collin Stultz of @MIT at https://t.co…
"The Advent of Clinically Useful Deep Learning", a very thoughtful editorial from from Collin Stultz of @MIT at https://t.co/oaL6dKleTN covering our paper in @JACCJournals https://t.co/5wYDhwoHDL
@CaprioTim @metheodorou @NU_IntMed Check this site out for a faster (and much less painful tool): https://t.co/xYludqooIf The evidence behind its development: https://t.co/iDheCetWo4
Use of neural networks/#AI in EP: Cardiac Rhythm Device Identification Using Neural Networks https://t.co/kqAVLlE7y7
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: @hcg_md Thanks! The paper is free to read and fully open-access here thanks to the @wellcometrust https://t.co/YAP6jR4waL
@hcg_md Thanks! The paper is free to read and fully open-access here thanks to the @wellcometrust https://t.co/YAP6jR4waL
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @zachjarou: Don't know what type of pacemaker/defibrillator a patient has? You could get an x-ray & use CardiaX algorithm to identify…
RT @zachjarou: Don't know what type of pacemaker/defibrillator a patient has? You could get an x-ray & use CardiaX algorithm to identify…
RT @fitmslax: Cardiac Rhythm Device Identification Using Neutral Networks. @JACCJournals. Identification of a device using #MachineLearning…
RT @fitmslax: Cardiac Rhythm Device Identification Using Neutral Networks. @JACCJournals. Identification of a device using #MachineLearning…
RT @fitmslax: Cardiac Rhythm Device Identification Using Neutral Networks. @JACCJournals. Identification of a device using #MachineLearning…
RT @francisdeng: #AI beats cardiologists in recognizing pacemaker make and model on CXRs https://t.co/ONNuKofBnJ https://t.co/MJbs0rEHDQ
#AI beats cardiologists in recognizing pacemaker make and model on CXRs https://t.co/ONNuKofBnJ
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: We hope you enjoyed this, and you can play with the neural network which can identify pacemaker models on our website at htt…
RT @DrJHoward: We hope you enjoyed this, and you can play with the neural network which can identify pacemaker models on our website at htt…
New paper in JACC EP showing a convolutional neural network automatically determine device brand, type, and model of PPM/ICD from a chest x-ray with high accuracy. https://t.co/aAicITddpu
RT @PMWCintl: AI-based system accurately identifies the manufacturer and even model group of a cardiac rhythm device from a radiograph and…
We hope you enjoyed this, and you can play with the neural network which can identify pacemaker models on our website at https://t.co/PIdttFz1T2 and read our paper at https://t.co/YAP6jR4waL
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrAhranArnold: As promised: @DrJHoward has developed an AI algorithm to tell you what make and model a pacemaker is from an X-ray image…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrAhranArnold: As promised: @DrJHoward has developed an AI algorithm to tell you what make and model a pacemaker is from an X-ray image…
RT @PMWCintl: AI-based system accurately identifies the manufacturer and even model group of a cardiac rhythm device from a radiograph and…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
Thanks for the tip, Dr. Jarou! @zachjarou
Cardiac Rhythm Device Identification Using #NeuralNetworks - A neural network can accurately identify the manufacturer & model of a cardiac rhythm device from a radiograph and exceeds human performance -> speeds up the dx & treatment of patients
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @PMWCintl: AI-based system accurately identifies the manufacturer and even model group of a cardiac rhythm device from a radiograph and…
AI-based system accurately identifies the manufacturer and even model group of a cardiac rhythm device from a radiograph and exceeds human performance - speeding up the diagnosis & treatment of patients with cardiac rhythm devices https://t.co/0j5yr2c
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @zachjarou: Don't know what type of pacemaker/defibrillator a patient has? You could get an x-ray & use CardiaX algorithm to identify…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrAhranArnold: As promised: @DrJHoward has developed an AI algorithm to tell you what make and model a pacemaker is from an X-ray image…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @DrJHoward: Pleased to say our paper using neural networks to identify pacemaker/ICD/ILRs from chest X-rays has been published in #JACCE…
RT @zachjarou: Don't know what type of pacemaker/defibrillator a patient has? You could get an x-ray & use CardiaX algorithm to identify…