"Do No Harm" ⚕️ In our latest Research Tutorial session, our students discussed the @NatureMedicine paper by Wiens et al. https://t.co/w5dgVzJJMK The paper outlines critical steps to consider when developing ML innovations for healthcare.
RT @dronita_de: Do no harm: a roadmap for responsible machine learning for health care https://t.co/BnymTUMuIC #DHPSP
RT @dronita_de: Do no harm: a roadmap for responsible machine learning for health care https://t.co/nNTAZNcT3U #DHPSP
RT @dronita_de: Do no harm: a roadmap for responsible machine learning for health care https://t.co/BnymTUMuIC #DHPSP
RT @dronita_de: Do no harm: a roadmap for responsible machine learning for health care https://t.co/BnymTUMuIC #DHPSP
RT @dronita_de: Do no harm: a roadmap for responsible machine learning for health care https://t.co/BnymTUMuIC #DHPSP
Do no harm: a roadmap for responsible machine learning for health care https://t.co/BnymTUMuIC #DHPSP
Do no harm : a roadmap for responsible machine learning for health care - PubMed https://t.co/sHGgCy8ozt H/T: @dronita_de
RT @NatureMedicine: Some guidelines for responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, Jenn…
A good read for anyone interested in intelligence-based medicine: https://t.co/F1xSY4e3sP
Whereas in this piece the authors presented a roadmap starting from the inception of the idea all the way down to bringing a product into the market: https://t.co/xymk7gMIpW https://t.co/wNEin67eIg
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
Here is an outstanding and thought-provoking essay: https://t.co/wKWvv6nE0k https://t.co/ttB9kkN2VK
Step 2: Silent period per https://t.co/5a1gI3Zu05 assess the model’s potential for clinical applicability and to establish equipoise in line w/ethical justification for clinical research
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…
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @laure_wynants: I never thought about this. https://t.co/r9VmKRlfq6 https://t.co/PhApzKUz9e
RT @laure_wynants: I never thought about this. https://t.co/r9VmKRlfq6 https://t.co/PhApzKUz9e
RT @laure_wynants: I never thought about this. https://t.co/r9VmKRlfq6 https://t.co/PhApzKUz9e
RT @laure_wynants: I never thought about this. https://t.co/r9VmKRlfq6 https://t.co/PhApzKUz9e
RT @laure_wynants: I never thought about this. https://t.co/r9VmKRlfq6 https://t.co/PhApzKUz9e
I never thought about this. https://t.co/r9VmKRlfq6 https://t.co/PhApzKUz9e
And of course, here is a great perspective on the ethics of this issue (and some other interesting things!) for anyone who might be interested in looking into it :) https://t.co/WebKYv2SI5
RT @NatureMedicine: Some guidelines for responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, Jenn…
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
Do no harm: a roadmap for responsible machine learning for health care. https://t.co/kRvnZfEcF9
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
Do no harm a roadmap for responsible machine learning for health care ................ https://t.co/qpBiyJDogp
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @fr_hossain: Do no harm: a roadmap for responsible machine learning for health care https://t.co/QDFtCvY8p3 #healthcare #innovation #Pr…
What does it take to successfully deploy #machinelearning models in #healthcare? This article provides a step by step framework for a broad audience – starting with picking the right problem and ending with the evolving landscape of regulatory oversight.
Thoughtful perspective. https://t.co/3RnG0PMNDD
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
RT @HubBucket: #HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #Mach…
#HealthTech #HealthIT A NEW #FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI , coupled with #MachineLearning - #ML and #DeepLearning #Algorithms and #Models in #Healthcare 🖥️https://t.co/ORzBj2yFAe @HubBucket @HubBucketENG @Hub
RT @Rosenchild: #HealthTech #HealthIT A NEW FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI in addition to #Mach…
RT @Rosenchild: #HealthTech #HealthIT A NEW FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI in addition to #Mach…
#HealthTech #HealthIT A NEW FRAMEWORK for Accelerating the Adoption of #ArtificialIntelligence - #AI in addition to #MachineLearning and #DeepLearning #Algorithms and #Models in #Healthcare. 🖥️https://t.co/ixCwPgUJTc @HubBucket @HubBucketENG @HubBucket
RT @RoyalVoxPost: #HealthTech: researchers propose an overarching framework for accelerating the adoption of #MachineLearning in health car…
RT @nnimaa: Responsible Machine learning for Health Care: https://t.co/sVZrN2I0yu
RT @nnimaa: Responsible Machine learning for Health Care: https://t.co/sVZrN2I0yu
RT @nnimaa: Responsible Machine learning for Health Care: https://t.co/sVZrN2I0yu
Responsible Machine learning for Health Care: https://t.co/sVZrN2I0yu
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
RT @ale6aly: محدودية تطور التعلم الآلي في الرعاية الصحية بسبب الأفتقار الى أسئلة دقيقة و معرّفة بصورة واضحة وندرة قواعد البيانات المعرفة (ا…
RT @EricTopol: An important roadmap for #AI in medicine w/ a call "Do No Harm" @NatureMedicine by @jennawiens @suchisaria and many leading…
Do no harm: a roadmap for responsible machine learning for health care https://t.co/90NdgPOxCf @NatureMedicine @jayshaw29 @wchwihv @avicgoldfarb
RT @prcote: excellent publication illustrating both road map for responsible deployment of #machinelearning in #healthcare and vocabulary,…
excellent publication illustrating both road map for responsible deployment of #machinelearning in #healthcare and vocabulary, questions to ask (or think about), architecture and data. The section about deploying responsibly is exc…https://t.co/PwhnKte73C
do no harm https://t.co/XDdiOHguz3
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 @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 @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 @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…
Do no harm: a roadmap for responsible machine learning for health care | Nature Medicine https://t.co/TLXzgzqAa5 #MachineLearning #healthcare https://t.co/IbTVLoRpxR
RT @Thomas_Wilckens: Do no harm: a roadmap for responsible #machinelearning for #healthcare #ArtificialIntelligence #Medicine #Digitalhealt…
Do no harm: a roadmap for responsible #machinelearning for #healthcare #ArtificialIntelligence #Medicine #Digitalhealth #PrecisionMedicine https://t.co/yMjrL10ZKn https://t.co/Av5vsWGJJn
Do no harm: a roadmap for responsible machine learning for health care | Nature Medicine - https://t.co/AyG7n3kZKO
Do no harm: a roadmap for responsible machine learning for health care | Nature Medicine https://t.co/MAQJnrYNYm
RT @Vilavaite: "Do no harm: a roadmap for responsible machine learning for health care" #AI #ML @nature https://t.co/wwDUXzupUF
RT @Vilavaite: "Do no harm: a roadmap for responsible machine learning for health care" #AI #ML @nature https://t.co/wwDUXzupUF
First, do no harm ... #artificialintellgence #HealthAI https://t.co/LRmRm8HfgG
RT @Vilavaite: "Do no harm: a roadmap for responsible machine learning for health care" #AI #ML @nature https://t.co/wwDUXzupUF
RT @Dominic1King: A must read for the healthcare AI community. We need to ensure that we are choosing the right problems to focus on, devel…
RT @HumansOfML: Here's an excellent article from @NatureMedicine on how to build a roadmap for responsible ML in healthcare: https://t.co/S…
RT @NatureMedicine: Some guidelines for responsible application of #machinelearning in #healthcare and #medicine from Anna Goldenberg, Jenn…
RT @HumansOfML: Here's an excellent article from @NatureMedicine on how to build a roadmap for responsible ML in healthcare: https://t.co/S…
Here's an excellent article from @NatureMedicine on how to build a roadmap for responsible ML in healthcare: https://t.co/SvAt2rW2ML (11/12)
RT @loretto_grogan: As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https:…
RT @loretto_grogan: As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https:…
RT @loretto_grogan: As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https:…
RT @loretto_grogan: As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https:…
RT @loretto_grogan: As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https:…
@sandydoc79
RT @loretto_grogan: As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https:…
As with most things digital in healthcare the main message is engage relevant stakeholders early in the process, https://t.co/DXaWpCq8xe
RT @andy_callow: Don't select a problem to apply ML to just because the data set is good. Monitor for bias. Get ethics right. My sketchnot…