Should #ArtificialIntelligence be used to support clinical ethical decision-making? A systematic review of reasons #AI #ML #MachineLearning #DeepLearning #DL #Tech #Technology #Algorithm #Data #HealthCare #HealthTech #MedicalTech #MedTech https://buff.ly/3O5u0Kk https://t.co/ySxUTxOHxG
Check out this brief review @CJASN by our lab's very own Sam Border. Great things happen at @UF_IC3 when @CMILab_UFCOM collaborates with @AshkarLab to educate the world on #spatialomics #machinelearning #digitalpathology and #medicalAI. #UFHealth https://twitter.com/CJASN/status/1640769654942474245
#AI and #MachineLearning in #Medicine - Why, What and How? About to review with @ACPinternists at 3:50pm Pacific. @EricTopol will close out with his perspective on "Curiosity." https://www.acponline.org/about-acp/chapters-regions/united-states/california-chapter/news-meetings/california-chapters-meeting-hub
Congratulations to our prolific medical students @sarah_giacobbo and @KevinRyanMurray for putting together an exceptional scoping review on #machinelearning in #hearttransplantation with @faridftn #ishlt2022 https://t.co/tfEoo5gsRD
Attention @MICCAI_Society grad students and post-doctoral fellows! Grow your knowledge + skills in medical writing, peer review, statistics, and publication ethics. Apply for the @Radiology_AI Trainee Editorial Board! #MachineLearning #Radiology https://twitter.com/Radiology_AI/status/1512506829951053824
Serious question: Are there enough AI experts to review all of the medical & clinical AI papers being submitted for publication? #informatics #machinelearning #artificialintelligence #bioinformatics
In this review, the authors highlight key promises and achievements in integration of #MachineLearning platforms into #ClinicalMedicine and outline limitations and challenges toward enhanced integration of #LearningSystems into the medical realm.
In this review, the authors highlight key promises and achievements in integration of #MachineLearning platforms into #ClinicalMedicine and outline limitations and challenges toward enhanced integration of #LearningSystems into the medical realm. https://www.cell.com/med/fulltext/S2666-6340(21)00155-0
New article for anyone interested in predicting #sepsis (or other medical complications): "Early Prediction of Sepsis in the ICU Using #MachineLearning: A Systematic Review" https://www.frontiersin.org/article/10.3389/fmed.2021.607952 w/ @Michael_D_Moor @Pseudomanifold @ExpectationMax @Jutzeler_Cathy @AGKBorgwardt
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond https://deepai.org/publication/unbox-the-black-box-for-the-medical-explainable-ai-via-multi-modal-and-multi-centre-data-fusion-a-mini-review-two-showcases-and-beyond by Guang Yang et al. #MachineLearning #NeuralNetwork
What happens when you combine a medical student who has spent hours doing chart review with a data scientist? A Natural Language Processing (#NLP) solution to automate the chart review process! #AI #DataScience #MachineLearning #HealthTech https://www.linkedin.com/pulse/v-labs-learnings-intersection-healthcare-data-science-kumaresan
Did you see this? A review of public comments on a proposed FDA regulatory framework for modifications to #AI and #machinelearning based software as a medical device has found that 63% came from parties with financial ties to industry. http://ow.ly/hAWE50C5cIu https://t.co/aFTQHYcLAh
✍️Automatic annotation of medical images is the holy grail of #AI in #Radiology. This paper describes #MachineLearning models to generate annotations for review & appeared to expedite annotation with high sensitivity at the expense of specificity. https://link.springer.com/article/10.1007/s10278-019-00299-9?wt_mc=alerts.TOCjournals&utm_source=toc&utm_medium=email&utm_campaign=toc_10278_33_2
A new @CellCellPress Special Review issue on #Therapeutics: #Cancer, #autoimmune #disease, #vaccines, #RareDisease #MachineLearning and #medicine, #CRISPR #AAV, #pharma #neurodegeneration - its all @ http://bit.ly/2V9mLV1 https://t.co/TXz3prO4yu
Reporting quality of studies using #MachineLearning models for medical diagnosis by @epi_afro "All studies in this review failed to use reporting guidelines, and a large proportion of them lacked adequate detail..." https://tinyurl.com/s37a59w
tips to review #MachineLearning papers, esp. in #medicine & #neuroscience: -ask for a flowchart from raw data to final metrics! -don't assume CV (like repeated holdout) and advanced metrics (AUC) are implemented correctly. If you don't follow it drunk, they're likely wrong!
Read the review article, "Machine Learning in Medicine," and watch the full video describing the core structural changes and paradigm shifts in the #healthcare system that are necessary to enable the full promise of #machinelearning in medicine. https://nej.md/2K8xwEL https://t.co/9Rt6lUIPHF
Medical error is 3rd most common cause of death. #AI and #MachineLearning can warn doctors about things they need to review. #EmTechDigital https://t.co/hsMapfWYfO
