The majority of FDA-approved AI models are for medical imaging, but gradual changes in data could cause the performance to deteriorate over time. Cami R. of Psychology Today recently covered a Nature Medicine paper published by MIT Jameel Clinic - AI & Health researchers, highlighting the key findings, which showed that AI models that excel at distinguishing race from medical images demonstrate biased and reduced performance when conducting disease diagnoses from medical images. Article: https://lnkd.in/dcA7cx2J Paper: https://lnkd.in/gEMJKaTT #aiforgood #aiforhealth #machinelearningsolutions #healthcareinnovation
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Exciting development in medical AI: Capturing uncertainty in images! #artificialintelligence #medicalimaging #healthcare #machinelearning #diagnostics A new AI tool is making waves in medical imaging by acknowledging the inherent ambiguity present. Traditionally, AI models in this field provide a single answer, like highlighting a lung nodule in a CT scan. However, expert opinions on such images can vary. This new method, called Tyche, addresses this by generating multiple possible segmentations of a medical image. This highlights the areas of uncertainty for clinicians, allowing them to make more informed decisions. This is a game-changer for tasks like disease identification and treatment planning. By acknowledging the gray areas, AI can become a more trusted partner in healthcare.
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I am so honored to have got this opportunity to share my insights about AI and Psychiatry in this book that includes incredible stories of a multidisciplinary team of physicians !! I am excited to read the stories of my fellow physicians and would love for my colleagues on linked in to get a chance to pre order this book as it is getting released end of Aug 2023 #ai #physicians #breakthroughs #machinelearning #naturallanguageprocessing
Stay tuned as these 15 physicians-authors wrote a book “AI in Medicine: A Compilation of Stories from Doctors Across Multiple Disciplines on AI Breakthroughs, Challenges, and Navigating in the Healthcare System” will be launching at the end of August, 2023. What do you know about AI/Machine Learning in 15 different medical specialties? Would you like to preorder? #artficialintelligence #physicians #machinelearning #naturallanguageprocessing
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See how starting with triplane imaging and post-processing raw data with EchoPAC can lead to faster diagnosis and treatment. Get the details in a new case study with Dr. Jordan Strom in Vivid Magazine, out now! #Vivid #VividMagazine #echocardiography #GEHealthCare #CardiovascularUltrasound #CardiovascularHealth #Ultrasound #HeartHealth #AI
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Segment Manager - Ultrasound - Nordics & Netherlands | Father of three | Amateur Sailor
See how starting with triplane imaging and post-processing raw data with EchoPAC can lead to faster diagnosis and treatment. Get the details in a new case study with Dr. Jordan Strom in Vivid Magazine, out now! #Vivid #VividMagazine #echocardiography #GEHealthCare #CardiovascularUltrasound #CardiovascularHealth #Ultrasound #HeartHealth #AI
Case study: rapid results in a busy echo lab with Dr. Jordan Strom | Vivid Magazine Edition 4
gehealthcare.smh.re
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See how starting with triplane imaging and post-processing raw data with EchoPAC can lead to faster diagnosis and treatment. Get the details in a new case study with Dr. Jordan Strom in Vivid Magazine, out now! #Vivid #VividMagazine #echocardiography #GEHealthCare #CardiovascularUltrasound #CardiovascularHealth #Ultrasound #HeartHealth #AI
Rapid results in a busy echo lab | Vivid Magazine Edition 4
gehealthcare.smh.re
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Do you need to improve workflow in your lab? Read how you can achieve those goals here! See how starting with triplane imaging and post-processing raw data with EchoPAC can lead to faster diagnosis and treatment. Get the details in a new case study with Dr. Jordan Strom in Vivid Magazine, out now! #Vivid #VividMagazine #echocardiography #GEHealthCare #CardiovascularUltrasound #CardiovascularHealth #Ultrasound #HeartHealth #AI
Rapid results in a busy echo lab | Vivid Magazine Edition 4
gehealthcare.smh.re
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Stay tuned as these 15 physicians-authors wrote a book “AI in Medicine: A Compilation of Stories from Doctors Across Multiple Disciplines on AI Breakthroughs, Challenges, and Navigating in the Healthcare System” will be launching at the end of August, 2023. What do you know about AI/Machine Learning in 15 different medical specialties? Would you like to preorder? #artficialintelligence #physicians #machinelearning #naturallanguageprocessing
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