Medical Technology

@ericjdaza 2 years ago

Thank you to the Digital Medicine Society (DiMe) for having me on! I'll be leading and moderating a conversation on ideas for how to cultivate two good statistical habits in digital health data science and analytics. (relevant tweets 🧵) #DigitalHealth #datascience #Statistics https://twitter.com/_DiMeSociety/status/1426221977656823816

@rendocrinology 2 years ago

This thread is well worth reading for anyone interested in #MachineLearning or #AI in medicine, ESPECIALLY with EHR data. How you define outcomes & "time zero" are crucial-- make sure you understand the implications of your choices. https://twitter.com/kdpsinghlab/status/1407208969039396866

@alqenaie 2 years ago

“Data is, and will increasingly be, at the heart of healthcare” Interesting talk by Professor Sir Munir Primohamed @MPUoL about ’Big data and personalised medicine' #primm21 #bigdata https://twitter.com/primm_uk_irl/status/1403290477374357507

@AaltoUniversity 2 years ago

A new method for generating synthetic data could solve a major problem for research that depends on access to sensitive data - can help us develop better medical treatments and drugs without privacy worries. #MachineLearning https://twitter.com/FCAI_fi/status/1402197423435530242

@FeestChristoph 2 years ago

Stunning: Privacy-preserving #MachineLearning on decentralised medical data - swarm learning pioneered by @LabSchultze (@helmholtz_ai associate @DZNE_en). Could this technology be the leap forward AI needed to be deployed more widely in healthcare? https://twitter.com/labschultze/status/1397899709629534209

@Mike_Maxwell_UT 2 years ago

We are talking with CMS about how to unlock health data for public health, medicaid, and more. Join us at https://statehitcv.com/ tomorrow at 11:00 am EST... #data #healthanalytics #bigdata #ai #machinelearning #datascience #digitalhealth #publichealth https://lnkd.in/g6zzHeU

@kelkalot 3 years ago

Our latest work which is about how synthetic data can be used to analyse ECGs: "DeepFake electrocardiograms: the beginning of the end for privacy issues in medicine" Medrxiv: https://www.medrxiv.org/content/10.1101/2021.04.27.21256189v1.full.pdf Code: https://github.com/vlbthambawita/deepfake-ecg @vlbthambawita #AI #MachineLearning #ECG

@icymi_r 3 years ago

🩺 medicaldata • This is a data package with several medical datasets for teaching Reproducible Medical Research with R. Peter Higgins @ibddoctor https://github.com/higgi13425/medicaldata #rstats #datascience

@_Sivasai 3 years ago

Development of #MachineLearning Model Using #EHR Data 2 Identify #Antibiotics Use Among #Hospitalized #patients @rebsmoe @GermsAndNumbers @Deverick_A #MedTwitterAI #ML #ArtificialIntelligence #DHPSP #MedTwitter #MedTwitterAI #data #scicomm #MedTech #Medical #MedEd #AI #bigdata https://twitter.com/alvie_barr/status/1376917871125757953

@nordicinst 3 years ago

Data, AI to power medical support on the battlefield. #datascience #bigdata #ArtificialIntelligence https://gcn.com/articles/2021/03/24/mtec-algorithms-for-care-and-treatment.aspx

@FabienBrodie 3 years ago

Machine learning, data is helping medical fraternity: Rahul Sharma - Mint Read more here: https://ift.tt/3vKuLNu #ArtificialIntelligence #AI #DataScience #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT

@ThrizXia 3 years ago

Sponsored Post: #fridaymorning #datascience Learn how to track your health with these medical apps! Click here!https://cutt.ly/Well-PositionedElectronicHealthDataSecurity It was said that adoption of mobile health apps could drive the claim for data needs. Check the disclaimer on profile and landing page.

@queensuResearch 3 years ago

#queensu researcher @ProfSimsim is the @CRC_CRC in Biomedical Computing and Informatics, leveraging #MachineLearning technologies to transform how clinicians treat #cancer using a data-driven, precision medicine approach | #QueensuResearch | #WomenInSTEM https://www.queensu.ca/research/researchers/amber-simpson-0

@arXiv_Daily 3 years ago

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

@daniel_kraft 3 years ago

. @StuffThatWorks1 : Crowdsourced medicine- with over 20M data points from which doctors and patients can learn from 240+ chronic conditions. By @HilzFuld in the @Jerusalem_Post https://m.jpost.com/opinion/hillels-tech-corner-stuffthatworks-crowdsourced-medicine-657102 #digitalhealth #crowdsourcing #bigdata #AI

@JudyCho7 3 years ago

Writing a grant with no knowledge of biology, statistics or medicine, lacking a clear premise, but stating #MachineLearning a lot; such grants require access to lots of data you don't understand how to clean, or what is being measured. I have reviewed a few of these. https://twitter.com/girish_nadkarni/status/1353859126011568129

@DanielAKeane10 3 years ago

Data Mining in Healthcare - A Review An interesting scientific paper: https://www.sciencedirect.com/science/article/pii/S1877050915036066 #AI #DataScience #Analytics #Statistics #Linux #RStats #dataviz #Python #100DaysOfCode #WomenWhoCode #Tech #CyberSecurity #nodejs #healthcare #biology #medicine #business

@XSL_Labs 3 years ago

The authoritarian drift of the French government is confirmed. It will be able to record Internet users' political opinions, philosophical and religious convictions and medical data. Means of resistance are necessary. https://www.xsl-labs.org/blog/decentralized-identifiers-to-fight-against-mass-surveillance/ #data #bigdata #ai #datascience

@machinelearnflx 3 years ago

Data Science for Biological, Medical and Health Research: Notes for PQHS/CRSP/MPHP 431 https://thomaselove.github.io/431-notes/ #DataScience

@HPDSLab 3 years ago

We have a tool that does just this (extracting data and assembling it) for several different problems in medicine. Would love to get journal suggestions for receptive outlets. #MedTwitter #EpiTwitter #MachineLearning https://twitter.com/jonathanstray/status/1314633513832914944

@vedantacharya20 3 years ago

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

@BrVil 3 years ago

Leveraging #machinelearning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management https://journalofbigdata.springeropen.com/articles/10.1186/s40537-020-00302-z #ArtificialIntelligence #ai #ml #InternetofThings #IoT #DataScience #digitalhealth #DeepLearning #DL #mlearning

@TysonLester 3 years ago

Via @Hi_TechTrends: "Big Data In #Healthcare 2020." https://htechtrends.com/big-data-in-healthcare/ #BigData making a big impact in healthcare: -Success with Patients -Diligence in Care -Lowered Costs -Effective/Efficient #Medicine -Advanced Security -More Aware Doctors #Data #Tech #MachineLearning

@IainLJBrown 3 years ago

Data science pathway prepares radiology residents for machine learning - Medical Xpress Read more here: https://ift.tt/3oYXISA #ArtificialIntelligence #AI #DataScience #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT

@ACKoongMDPhD 3 years ago

Combination of symptoms and sleep/activity data from wearables gives greatest AUC for predicting #COVID pos or neg in symptomatic population. Future of medicine arriving now. #DataScience https://go.nature.com/3oXtC1Q

@Marlous3011 3 years ago

Looking for talented researcher in health data analytics to join my team with @JianhuaWu6. #jobs #researchfellow #healthdata #bigdata #datascience #statistics @LeedsMedHealth @MedicineDean https://twitter.com/uolmultimorbepi/status/1320658174018551808

@MedicaliPhone 3 years ago

Everything A Data Scientist Should Know #MachineLearning #artificialintelligence #learning via http://twinybots.ch https://medium.com/python-in-plain-english/numpy-library-all-a-data-scientist-should-know-f61b159f23b1

@lavanyaai 3 years ago

In this episode of Gradient Dissent, @zacharylipton talks to @l2k about his fascinating journey from musician to Professor, applications of ML in medicine, counterfacutally augmented data and algorithmic fairness. It's a great listen! #machinelearning https://www.wandb.com/podcast/zack-chase-lipton

@machinelearnflx 3 years ago

Big Data, Genes, and Medicine https://zpy.io/4c2249b4 #machinelearning #ad

@machinelearnflx 3 years ago

Big Data, Genes, and Medicine https://zpy.io/4c2249b4 #machinelearning #ad

@machinelearnflx 3 years ago

Big Data, Genes, and Medicine https://zpy.io/4c2249b4 #machinelearning #ad

@Cryptocracy2020 3 years ago

#bequiet and #ListenToTheWaves $ocean will change #DataScience #pivoting the world of #data by providing a complete #ecosystem to buy, sell and process data. Imagine the #advantages for #Science #medicalresearch and #business #DataIsTheNewOil #innovation #disruption https://twitter.com/infected_whale/status/1293911758130700294

@us_bridge 3 years ago

#BigData: @P4LUCAT project will make available a #BigData analytics framework able to integrate patient data, public repositories, and literature evidence. ℹ️ Check the website: https://p4-lucat.eu #AI #analytics #patient #data #repositories #medicine

@giessel 3 years ago

I'm hiring! Looking for a Sr Data Scientist w/a background in public health and/or health economics. They'll help define our data sci. strategy/carry out key early projects in our rapidly growing Medical and Commercial functions! #mRNA #DataScience https://modernatx.wd1.myworkdayjobs.com/en-US/M_tx/job/200-Technology-Square---Cambridge---USA---MA/Sr-Data-Scientist--Data-Science-and-Artificial-Intelligence_R2824

@moorejh 3 years ago

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data https://www.nature.com/articles/s41598-020-69250-1 #informatics #machinelearning #privacy #security

@moorejh 3 years ago

Interested applying ML & AI to electronic health record data? Join me at 10:40am EDT for my TransMed 2020 keynote on 20 challenges for AI in medicine as part of #ISMB2020 https://www.iscb.org/cms_addon/conferences/ismb2020/tracks/transmedcosi #artificialintelligence #machinelearning #EHR #informatics #bioinformatics

@UnlearnAI 3 years ago

Check out @DataInnovation's newest Data Innovator interview: @ElineCMC spoke with @UnlearnAI Founder and CEO @charleskfisher. "[We are] using the kinds of data we encounter in medicine to build new #machinelearning technologies." #AI https://bit.ly/2Caub4v

@LuisMateusRocha 3 years ago

"In the future, our review process of #BigData research will include reviewers with such specific expertise." #duh Covid-19 studies based on flawed Surgisphere data force medical journals to review processes https://www.theguardian.com/world/2020/jun/12/covid-19-studies-based-on-flawed-surgisphere-data-force-medical-journals-to-review-processes?CMP=Share_AndroidApp_Tweet

@FelipeKitamura 3 years ago

1/20ish Do you train #MachineLearning models on #medicalimaging #data? These are a few tips to help prepare your data. A #tweetorial for #radres, #rads and #DataScientists. Inspired by a recent paper in @radiology_rsna https://pubs.rsna.org/doi/pdf/10.1148/radiol.2020192224

@jma0611 4 years ago

Over 24,000 coronavirus research papers are now available in one place. Open call for #AI researchers to develop new techniques for text, data mining that will help the medical community comb through information faster. #technology #datascience https://www.technologyreview.com/s/615367/coronavirus-24000-research-papers-available-open-data/

@PalisiPedal 4 years ago

Big Data in the Assessment of Pediatric Medication Safety in @AmerAcadPeds by McMahon AW et al. #PedsICU #datascience https://pediatrics.aappublications.org/content/145/2/e20190562?sso=1&sso_redirect_count=1&nfstatus=401&nftoken=00000000-0000-0000-0000-000000000000&nfstatusdescription=ERROR%3a+No+local+token

@WolframResearch 4 years ago

Three new Wuhan coronavirus datasets are now live in the #Wolfram Data Repository. Explore genetic sequences, epidemic data & patient medical data. Put your #DataScience skills to the test & join the conversation: https://wolfr.am/coronavirus #nCoV2019

@ipfconline1 4 years ago

[Some Best Of #AI from Last Year] The Use of Natural Language Processing to Extract Unstructured Medical Data From Text https://buff.ly/2Chb2xi v/ @insideBigData #NLP #MachineLearning #BigData #DigitalHealth @JimMarous @Chris_Skinner @MikeQuindazzi @jblefevre60 @ahier @IrmaRaste

@HSLavoie 4 years ago

47% of physicians and 73% of medical students said that they are currently seeking out additional training to prepare for data and #digitalhealth innovations. Top areas were adv. statistics, #datascience + population health management. https://stan.md/2NSQSNv @StanfordMed

@PFraenkler 4 years ago

15 ways Silicon Valley is harnessing Big Data for health | Nature Medicine #bigdata #digitalhealth #healthIT #AI #eHealth https://www.nature.com/articles/s41591-019-0708-8

@BioDecoded 4 years ago

Big data is crucial to the early detection of cancer | Nature Medicine https://www.nature.com/articles/s41591-019-0725-7 #BigData

@nasmoutiphd 4 years ago

Google developed Coral: a portable neural network accelerator. It will make it possible to use models locally without the need for cloud. Sending data to the cloud is a security risk for sensitive data (eg medical records). #MachineLearning #DataScience https://www.theverge.com/platform/amp/2020/1/14/21065141/google-coral-ai-edge-computing-products-applications-cloud?fbclid=IwAR1xGpoS5u-6qqSKDTBCztUlz5Os8KbFVg3aVTdHEXM1nQmEzvkvubv5BmU

@nlliang 4 years ago

A spotlight on my collaboration with @PittVbl on using morphology and clinical data in #predicting #aaa growth! The intersection of #clinicalanalytics, #imaging and #machinelearning is the next step in personalized medicine. @UPMC_Vascular https://twitter.com/healthdatapgh/status/1214939918344044544