RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
RT @machinelearnflx: Do no harm: a roadmap for responsible machine learning for health care https://t.co/Rn0WR94DXM #MachineLearning
RT @machinelearnflx: Do no harm: a roadmap for responsible machine learning for health care https://t.co/Rn0WR94DXM #MachineLearning
Do no harm: a roadmap for responsible machine learning for health care https://t.co/Rn0WR94DXM #MachineLearning
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @WONCA_QSafety: #donotharm : a roadmap for responsible #MachineLearning learning for #healthcare | #ptsafety @sanoysalvoblog @ISQ…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @WONCA_QSafety: #donotharm : a roadmap for responsible #MachineLearning learning for #healthcare | #ptsafety @sanoysalvoblog @ISQ…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
Do no harm: a roadmap for responsible machine learning for health care | Nature Medicine https://t.co/szkAK1NeYL https://t.co/dZJ7G6laz9
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
RT @INM7_ISN: Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Eva…
Responsible #MachineLearning for #healthcare: https://t.co/zrEsA57pPV Choose the right problems Develop a useful solution Evaluating the model rigorously Report results thoughtfully Consider ethical implications Deploy responsibly Medical #AI needs more t
RT @equitylist: Do no harm: a roadmap for responsible machine learning for #healthcare https://t.co/QM4iAFpw5T
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
Remember the basics of healthcare #AI #ethics https://t.co/DrnqZvRlzm
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
RT @MuinJKhoury: “Progress in machine learning for health care to date has been limited by the lack of well-defined questions and a dearth…
RT @vintweeta: Spot-on advice re choosing *clinically relevant* healthcare problems to which AI might be applied. Make sure it’s a problem…
Spot-on advice re choosing *clinically relevant* healthcare problems to which AI might be applied. Make sure it’s a problem that needs solving! From @jennawiens @suchisaria @MarkSendak et al https://t.co/m4slWKvamS https://t.co/RgDeRxK8Sp
RT @FelixEVargas: Do no harm: a roadmap for responsible #MachineLearning for #Healthcare | #ML #AI #HealthTech #DigitalHealth #EHR #eHealth…
RT @MedAppsAB: Do no harm: a roadmap for responsible #MachineLearning for #Healthcare | #ML #AI #HealthTech #DigitalHealth #EHR #eHealth #M…
RT @MedAppsAB: Do no harm: a roadmap for responsible #MachineLearning for #Healthcare | #ML #AI #HealthTech #DigitalHealth #EHR #eHealth #M…
Do no harm: a roadmap for responsible #MachineLearning for #Healthcare | #ML #AI #HealthTech #DigitalHealth #EHR #eHealth #MedTech #HealthIT #Disease #Health - via @NatureMedicine https://t.co/Y9tokLzPH8
RT @BioDecoded: Do no harm: a roadmap for responsible machine learning for health care | Nature Medicine https://t.co/TLXzgzqAa5 #MachineL…
RT @BioDecoded: Do no harm: a roadmap for responsible machine learning for health care | Nature Medicine https://t.co/TLXzgzqAa5 #MachineL…
RT @VivekSubbiah: Do no harm: a roadmap for responsible machine learning for health care @NatureMedicine https://t.co/FwlNsd3L3z
RT @PinedaViviani: Comparto un útil roadmap propuesto para la implementación de sistemas de #MachineLearning en salud. Como siempre, todo p…
RT @VivekSubbiah: Do no harm: a roadmap for responsible machine learning for health care @NatureMedicine https://t.co/FwlNsd3L3z
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
Do no harm: a roadmap for responsible machine learning for health care #NCIODS @NCIDataSci @APA @PsychScience @PublicHealth @GeneticsSociety @TheACMG @GeneticCouns @GeneticAlliance @NCICRCHD https://t.co/9a4eTZO9r7
RT @machine_ml: RT @caring_mobile: RT @DigitalSalud1: A roadmap for deploying effective #MachineLearning systems in health care #digitaliz…
Do no harm: a roadmap for responsible machine learning for health care https://t.co/yL9TbuS7lz
محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (المشروحة او المعلق عليها) #بيانات_فهد #المعلوماتية_الحيوية #تعلم_مجانا #المعلوماتية_الصحية https://t.co/oDV9L3lXH4
RT @PinedaViviani: Comparto un útil roadmap propuesto para la implementación de sistemas de #MachineLearning en salud. Como siempre, todo p…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
RT @DigitalSalud1: A roadmap for deploying effective #MachineLearning systems in health care #digitalizacion #digitalcare #ehealth https:/…
RT @PinedaViviani: Comparto un útil roadmap propuesto para la implementación de sistemas de #MachineLearning en salud. Como siempre, todo p…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
RT @VivekSubbiah: Do no harm: a roadmap for responsible machine learning for health care @NatureMedicine https://t.co/FwlNsd3L3z
RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
RT @Michael_Hillmer: Thoughtful piece on elements needed to advance #AI #MachineLearning in #health. An ecosystem with diverse skills and p…
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
Do no harm: a roadmap for responsible machine learning for health care @NatureMedicine https://t.co/FwlNsd3L3z
Thoughtful piece on elements needed to advance #AI #MachineLearning in #health. An ecosystem with diverse skills and perspectives is crucial. @SickKidsNews @VectorInst @uoftmedicine https://t.co/1F3eVykzqb
RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
RT @machine_ml: RT @caring_mobile: RT @DigitalSalud1: A roadmap for deploying effective #MachineLearning systems in health care #digitaliz…
RT @DigitalSalud1: A roadmap for deploying effective #MachineLearning systems in health care #digitalizacion #digitalcare #ehealth https:/…
RT @caring_mobile: RT @DigitalSalud1: A roadmap for deploying effective #MachineLearning systems in health care #digitalizacion #digitalcare #ehealth https://t.co/OeeEKJ6wBO
RT @DigitalSalud1: A roadmap for deploying effective #MachineLearning systems in health care #digitalizacion #digitalcare #ehealth https:/…
A roadmap for deploying effective #MachineLearning systems in health care #digitalizacion #digitalcare #ehealth
Comparto un útil roadmap propuesto para la implementación de sistemas de #MachineLearning en salud. Como siempre, todo parte con la selección correcta del problema Fuente: https://t.co/pKZJOyfcAU https://t.co/LcddzPneDa
.@NatureMedicine provides a roadmap for responsible #MachineLearning for #healthcare: 1 Choosing the right problems 2 Developing a useful solution 3 Considering ethical implications 4 Evaluating the model 5 Reporting results 6 Deploying responsibly 7 More
RT @EricTopol: @NatureMedicine @basslinetherapy @Nature_NPJ This timely roadmap @NatureMedicine lays out the challenges so well; agree with…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
Do no harm: a roadmap for responsible machine learning for health care https://t.co/JXDC29WyOJ
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
"Health care is not immune to pernicious bias. The health data on which algorithms are trained are likely to be influenced by many facets of social inequality," Great paper published by @NatureMedicine evaluating the distance needed to go before #AI is c
RT @amibanerjee1: Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an ale…
Neat analysis of how much further we have to go for AI to be useful and implemented in clinical practice. "...such an alert would not be clinically useful because the model is not conveying anything that the care team does not already know."https://t.co/OD
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
RT @MuinJKhoury: “Progress in machine learning for health care to date has been limited by the lack of well-defined questions and a dearth…
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
RT @EricTopol: @NatureMedicine @basslinetherapy @Nature_NPJ This timely roadmap @NatureMedicine lays out the challenges so well; agree with…
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale Doshi-Velez. https://t.co/kBJGu4Ycff
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
RT @MuinJKhoury: “Progress in machine learning for health care to date has been limited by the lack of well-defined questions and a dearth…
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
RT @MuinJKhoury: “Progress in machine learning for health care to date has been limited by the lack of well-defined questions and a dearth…
RT @MuinJKhoury: “Progress in machine learning for health care to date has been limited by the lack of well-defined questions and a dearth…
“Progress in machine learning for health care to date has been limited by the lack of well-defined questions and a dearth of annotated datasets.” A thoughtful @NatureMedicine review on a roadmap for the use of machine learning in health care. https://t.c
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
RT @mlenc: On repeat. "However, a lack of intimate knowledge of the data often leads to misguided problem formulations and solutions." http…
RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
RT @harvard_data: Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale…
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
Do no harm: a roadmap for responsible machine learning for health care from among others friend of the initiative Finale Doshi-Velez. https://t.co/w3Lh5NFmGl
RT @medinnovo: .@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #ne…
.@NatureMedicine on "a roadmap for responsible #machinelearning for #healthcare." Step 1: "CHOOSING THE RIGHT PROBLEMS." #needdriven #machinelearning #biodesign @SUBiodesign. https://t.co/DxH9S2FwKn
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
RT @IStedman: The roadmap is great, but let's remember that there's another important conversation that needs to take place at an instituti…
The roadmap is great, but let's remember that there's another important conversation that needs to take place at an institutional level about what AI/ML tools it is actually appropriate to adopt/integrate into the clinical setting. 1/
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…
RT @NatureMedicine: A "how to" of responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, @jennawien…