Can #deeplearning analysis of #preoperative #ECGs improve #riskprediction for perioperative major cardiovascular events?
https://www.bjanaesthesia.org/article/S0007-0912(25)00546-X/abstract
https://www.bjanaesthesia.org/article/S0007-0912(25)00546-X/abstract
December 2, 2025 at 6:00 PM
Can #deeplearning analysis of #preoperative #ECGs improve #riskprediction for perioperative major cardiovascular events?
https://www.bjanaesthesia.org/article/S0007-0912(25)00546-X/abstract
https://www.bjanaesthesia.org/article/S0007-0912(25)00546-X/abstract
Long awaited peer review finally completed!! Our paper comparing quantitative metabolomics disease risk prediction with PGS is accepted in Nature Comms!! 🥳🥳
@nightingalehealth.com #riskprediction #metabolomics #nmr #genomics #polygenicscore
www.nature.com/articles/s41...
@nightingalehealth.com #riskprediction #metabolomics #nmr #genomics #polygenicscore
www.nature.com/articles/s41...
Metabolomic and genomic prediction of common diseases in 700,217 participants in three national biobanks - Nature Communications
Identifying individuals at high risk for chronic diseases can improve prevention. Here, the authors show that blood metabolomics scores effectively stratify disease risk and compare favorably to genet...
www.nature.com
December 4, 2024 at 11:46 AM
Long awaited peer review finally completed!! Our paper comparing quantitative metabolomics disease risk prediction with PGS is accepted in Nature Comms!! 🥳🥳
@nightingalehealth.com #riskprediction #metabolomics #nmr #genomics #polygenicscore
www.nature.com/articles/s41...
@nightingalehealth.com #riskprediction #metabolomics #nmr #genomics #polygenicscore
www.nature.com/articles/s41...
🚨Big news! Excited to share my first PhD paper!🎉
We validated & improved a T1D risk model using TrialNet data (originally from TEDDY), boosting accuracy 📈
bmcmedicine.biomedcentral.com/articles/10....
Try the web tool 👉 t1dpredictor.diabetesgenes.org
#T1D #RiskPrediction #PrecisionMedicine #TrialNet
We validated & improved a T1D risk model using TrialNet data (originally from TEDDY), boosting accuracy 📈
bmcmedicine.biomedcentral.com/articles/10....
Try the web tool 👉 t1dpredictor.diabetesgenes.org
#T1D #RiskPrediction #PrecisionMedicine #TrialNet
Development and recalibration of a multivariable type 1 diabetes prediction model for type 1 diabetes across multiple screening studies - BMC Medicine
Background Accurate type 1 diabetes prediction is important to facilitate screening for pre-clinical type 1 diabetes to enable potential early disease-modifying interventions and to reduce the risk of...
bmcmedicine.biomedcentral.com
July 23, 2025 at 1:50 PM
🚨Big news! Excited to share my first PhD paper!🎉
We validated & improved a T1D risk model using TrialNet data (originally from TEDDY), boosting accuracy 📈
bmcmedicine.biomedcentral.com/articles/10....
Try the web tool 👉 t1dpredictor.diabetesgenes.org
#T1D #RiskPrediction #PrecisionMedicine #TrialNet
We validated & improved a T1D risk model using TrialNet data (originally from TEDDY), boosting accuracy 📈
bmcmedicine.biomedcentral.com/articles/10....
Try the web tool 👉 t1dpredictor.diabetesgenes.org
#T1D #RiskPrediction #PrecisionMedicine #TrialNet
The development and evaluation of Polygenic Risk Score reports: A systematised review of the literature www.sciencedirect.com/science/arti... #genetics #genomics #PRS #riskprediction
The development and evaluation of Polygenic Risk Score reports: A systematised review of the literature
The return of polygenic risk scores (PGS) is currently being assessed in research settings for clinical utility and validity, and it is anticipated th…
www.sciencedirect.com
April 8, 2025 at 5:45 PM
The development and evaluation of Polygenic Risk Score reports: A systematised review of the literature www.sciencedirect.com/science/arti... #genetics #genomics #PRS #riskprediction
How is genetic epidemiology evolving in the era of big data and AI?
Read our recap of key trends and takeaways from IGES 2025 here: medium.com/zs-associate...
#IGES2025 #GeneticEpidemiology #MultiOmics #AIinGenomics #DiversityInResearch #RiskPrediction #Innovation #ZS
Read our recap of key trends and takeaways from IGES 2025 here: medium.com/zs-associate...
#IGES2025 #GeneticEpidemiology #MultiOmics #AIinGenomics #DiversityInResearch #RiskPrediction #Innovation #ZS
IGES 2025: Causality, diversity, and innovation
Read about the 2025 International Genetic Epidemiology Society conference and learn why genomics research is entering a new era.
medium.com
September 18, 2025 at 12:22 PM
How is genetic epidemiology evolving in the era of big data and AI?
Read our recap of key trends and takeaways from IGES 2025 here: medium.com/zs-associate...
#IGES2025 #GeneticEpidemiology #MultiOmics #AIinGenomics #DiversityInResearch #RiskPrediction #Innovation #ZS
Read our recap of key trends and takeaways from IGES 2025 here: medium.com/zs-associate...
#IGES2025 #GeneticEpidemiology #MultiOmics #AIinGenomics #DiversityInResearch #RiskPrediction #Innovation #ZS
Excited to start the year by planning to share our #riskprediction work at 2 conferences: @upmc.com Digital Health Summit & @cpddorg.bsky.social #cpdd36! At #cpdd26, we'll join colleagues from @brownpublichealth.bsky.social to share lessons learned from our experience doing this work. See you there!
January 12, 2026 at 7:10 PM
Excited to start the year by planning to share our #riskprediction work at 2 conferences: @upmc.com Digital Health Summit & @cpddorg.bsky.social #cpdd36! At #cpdd26, we'll join colleagues from @brownpublichealth.bsky.social to share lessons learned from our experience doing this work. See you there!
Congrats to @walidgellad.bsky.social & the mPROVEN study team on a new award to create a playbook for ethical use of #machinelearning based #opioid #riskprediction models, building on years of expertise developing & deploying these tools in a variety of care settings.
www.cp3.pitt.edu/mproven
www.cp3.pitt.edu/mproven
August 29, 2025 at 2:03 PM
Congrats to @walidgellad.bsky.social & the mPROVEN study team on a new award to create a playbook for ethical use of #machinelearning based #opioid #riskprediction models, building on years of expertise developing & deploying these tools in a variety of care settings.
www.cp3.pitt.edu/mproven
www.cp3.pitt.edu/mproven
The simple LENT index—using length of stay, prior ED visits, and NT-proBNP—best predicts 30-day death or readmission after #HeartFailure hospitalization. Accurate, easy, and practical! #RiskPrediction @drrajivsankar.bsky.social @mmamas1973.bsky.social onlinelibrary.wiley.com/doi/10.1002/...
Comparative performance of risk prediction indices for mortality or readmission following heart failure hospitalization
Comparative performance of 7 risk prediction indices in patients hospitalized for heart failure. In this cohort of 1206 patients, the LENT index offered the greatest discrimination, calibration, and ...
onlinelibrary.wiley.com
July 9, 2025 at 6:02 AM
The simple LENT index—using length of stay, prior ED visits, and NT-proBNP—best predicts 30-day death or readmission after #HeartFailure hospitalization. Accurate, easy, and practical! #RiskPrediction @drrajivsankar.bsky.social @mmamas1973.bsky.social onlinelibrary.wiley.com/doi/10.1002/...
New publication in @annsurgoncology.bsky.social! 🎉 We show that low preoperative sCD40 serum levels are significantly associated with key complications after #PancreaticSurgery.
📄 Read the full paper here: link.springer.com/article/10.1...
#ClinicalResearch #Surgery #RiskPrediction
📄 Read the full paper here: link.springer.com/article/10.1...
#ClinicalResearch #Surgery #RiskPrediction
May 3, 2026 at 7:35 AM
New publication in @annsurgoncology.bsky.social! 🎉 We show that low preoperative sCD40 serum levels are significantly associated with key complications after #PancreaticSurgery.
📄 Read the full paper here: link.springer.com/article/10.1...
#ClinicalResearch #Surgery #RiskPrediction
📄 Read the full paper here: link.springer.com/article/10.1...
#ClinicalResearch #Surgery #RiskPrediction
AI is making credit decisions more adaptive, transparent, and fair than ever before.
🔗 Explore the 8 steps for building a deep learning credit scoring system: https://f.mtr.cool/iegmtazfeq
#DeepLearning #FintechInnovation #RiskPrediction #ArbisoftBlogs
🔗 Explore the 8 steps for building a deep learning credit scoring system: https://f.mtr.cool/iegmtazfeq
#DeepLearning #FintechInnovation #RiskPrediction #ArbisoftBlogs
October 15, 2025 at 11:51 AM
AI is making credit decisions more adaptive, transparent, and fair than ever before.
🔗 Explore the 8 steps for building a deep learning credit scoring system: https://f.mtr.cool/iegmtazfeq
#DeepLearning #FintechInnovation #RiskPrediction #ArbisoftBlogs
🔗 Explore the 8 steps for building a deep learning credit scoring system: https://f.mtr.cool/iegmtazfeq
#DeepLearning #FintechInnovation #RiskPrediction #ArbisoftBlogs
Our #KDIGOCoronaryValve workgroup debates criteria for cardiac eval before #KidneyTransplant, surveillance after listing, novel #RiskPrediction tools, & #perioperative care. Appreciate multidisciplinary brainstorming at reception. Thanks to @wolfgang for welcome address. @goKDIGO
November 28, 2024 at 8:12 AM
Our #KDIGOCoronaryValve workgroup debates criteria for cardiac eval before #KidneyTransplant, surveillance after listing, novel #RiskPrediction tools, & #perioperative care. Appreciate multidisciplinary brainstorming at reception. Thanks to @wolfgang for welcome address. @goKDIGO
New CV risk model & heart age 🫀📊
Researchers derived and validated a widely accessible cardiovascular risk prediction model and corresponding “heart age” for UK & US populations — a tool to better personalize risk awareness.
👉 https://ow.ly/OMj250YfpAl
#CardioHealth #RiskPrediction #CardioSky
Researchers derived and validated a widely accessible cardiovascular risk prediction model and corresponding “heart age” for UK & US populations — a tool to better personalize risk awareness.
👉 https://ow.ly/OMj250YfpAl
#CardioHealth #RiskPrediction #CardioSky
February 15, 2026 at 1:40 PM
New CV risk model & heart age 🫀📊
Researchers derived and validated a widely accessible cardiovascular risk prediction model and corresponding “heart age” for UK & US populations — a tool to better personalize risk awareness.
👉 https://ow.ly/OMj250YfpAl
#CardioHealth #RiskPrediction #CardioSky
Researchers derived and validated a widely accessible cardiovascular risk prediction model and corresponding “heart age” for UK & US populations — a tool to better personalize risk awareness.
👉 https://ow.ly/OMj250YfpAl
#CardioHealth #RiskPrediction #CardioSky
Sleep duration & insomnia associated with ↑ #T2D risk but addition of these sleep traits to #QDiabetes risk prediction model offers no clinically meaningful predictive gain. #riskprediction #DiabetesResearch link.springer.com/article/10.1... 🔓
Clinical utility of self-reported sleep duration and insomnia symptoms in type 2 diabetes prediction - Diabetologia
Aims/hypothesis Suboptimal sleep health is linked to higher risks for incident type 2 diabetes. We aimed to assess the clinical utility of adding self-reported sleep traits to a type 2 diabetes predic...
link.springer.com
August 11, 2025 at 12:02 PM
Sleep duration & insomnia associated with ↑ #T2D risk but addition of these sleep traits to #QDiabetes risk prediction model offers no clinically meaningful predictive gain. #riskprediction #DiabetesResearch link.springer.com/article/10.1... 🔓
💬 Editorial: Most US adults were less comfortable with the use of income or zip code vs race when incorporated into clinical algorithms, despite increasing shifts toward race-neutral tools in #RiskPrediction.
ja.ma/4kOJWPM
ja.ma/4kOJWPM
February 22, 2026 at 2:00 PM
💬 Editorial: Most US adults were less comfortable with the use of income or zip code vs race when incorporated into clinical algorithms, despite increasing shifts toward race-neutral tools in #RiskPrediction.
ja.ma/4kOJWPM
ja.ma/4kOJWPM
💬 Editorial: Most US adults were less comfortable with the use of income or zip code vs race when incorporated into clinical algorithms, despite increasing shifts toward race-neutral tools in #RiskPrediction.
bit.ly/3MoACFg
bit.ly/3MoACFg
February 20, 2026 at 2:00 PM
💬 Editorial: Most US adults were less comfortable with the use of income or zip code vs race when incorporated into clinical algorithms, despite increasing shifts toward race-neutral tools in #RiskPrediction.
bit.ly/3MoACFg
bit.ly/3MoACFg
🆕 In their Health Policy paper, Juliet Usher-Smith and colleagues report their recommendations based on expert workshops to overcome technical barriers to real-time #riskprediction in #primarycare
Read the full Health Policy paper ➡️ www.thelancet.com/journals/lan...
#medsky #femilymedicine
Read the full Health Policy paper ➡️ www.thelancet.com/journals/lan...
#medsky #femilymedicine
August 28, 2026 at 1:10 PM
🆕 In their Health Policy paper, Juliet Usher-Smith and colleagues report their recommendations based on expert workshops to overcome technical barriers to real-time #riskprediction in #primarycare
Read the full Health Policy paper ➡️ www.thelancet.com/journals/lan...
#medsky #femilymedicine
Read the full Health Policy paper ➡️ www.thelancet.com/journals/lan...
#medsky #femilymedicine
A review of 91 lung cancer risk models found improving predictive performance, especially with biomarkers and imaging. However, most models still lack external validation needed for routine clinical use. #LungCancer #Screening #AI #RiskPrediction #Radiology
Risk prediction for lung cancer screening: a systematic review and meta-regression - PubMed
We identified 91 risk prediction models for LC, developed after 2020. Although many demonstrated promising discrimination across both screening selection and post-screening management, most remain…
pubmed.ncbi.nlm.nih.gov
July 29, 2026 at 8:45 PM
A review of 91 lung cancer risk models found improving predictive performance, especially with biomarkers and imaging. However, most models still lack external validation needed for routine clinical use. #LungCancer #Screening #AI #RiskPrediction #Radiology
The PROTECT study builds on CP3's extensive experience in creating #RiskPrediction #algorithms and deploying them in practice with paired decision support tools to help clinicians make informed decisions for safer prescribing.
www.cp3.pitt.edu/research/ris...
2/2
www.cp3.pitt.edu/research/ris...
2/2
Risk Prediction Projects | Center for Pharmaceutical Policy and Prescribing | University of Pittsburgh
Our group has conducted pivotal work that addresses the opioid epidemic by developing overdose risk prediction tools using machine learning and building the foundation for implementing these tools in ...
www.cp3.pitt.edu
August 8, 2025 at 3:45 PM
The PROTECT study builds on CP3's extensive experience in creating #RiskPrediction #algorithms and deploying them in practice with paired decision support tools to help clinicians make informed decisions for safer prescribing.
www.cp3.pitt.edu/research/ris...
2/2
www.cp3.pitt.edu/research/ris...
2/2
November 23, 2024 at 2:13 AM
Our #KDIGOCoronaryValve workgroup debates criteria for cardiac eval before #KidneyTransplant, surveillance after listing, novel #RiskPrediction tools, & #perioperative care. Appreciate multidisciplinary brainstorming at reception. Thanks to @wolfgang for welcome address. @goKDIGO
November 28, 2024 at 8:12 AM
Our #KDIGOCoronaryValve workgroup debates criteria for cardiac eval before #KidneyTransplant, surveillance after listing, novel #RiskPrediction tools, & #perioperative care. Appreciate multidisciplinary brainstorming at reception. Thanks to @wolfgang for welcome address. @goKDIGO
🧬 New research alert: Comparison of PREVENT Score versus the Pooled Cohort Equation for estimating ASCVD risk in patients with Rheumatoid Arthritis. Explore the full study 👉 https://ow.ly/zrxH50XjT5h
#Cardiology #RA #ASCVD #RiskPrediction #PreventiveCardiology #CardioSky #MedSky
#Cardiology #RA #ASCVD #RiskPrediction #PreventiveCardiology #CardioSky #MedSky
October 30, 2025 at 1:50 PM
🧬 New research alert: Comparison of PREVENT Score versus the Pooled Cohort Equation for estimating ASCVD risk in patients with Rheumatoid Arthritis. Explore the full study 👉 https://ow.ly/zrxH50XjT5h
#Cardiology #RA #ASCVD #RiskPrediction #PreventiveCardiology #CardioSky #MedSky
#Cardiology #RA #ASCVD #RiskPrediction #PreventiveCardiology #CardioSky #MedSky
💬 Editorial: Most US adults were less comfortable with the use of income or zip code vs race when incorporated into clinical algorithms, despite increasing shifts toward race-neutral tools in #RiskPrediction.
ja.ma/49rqswj
ja.ma/49rqswj
December 24, 2025 at 2:00 PM
💬 Editorial: Most US adults were less comfortable with the use of income or zip code vs race when incorporated into clinical algorithms, despite increasing shifts toward race-neutral tools in #RiskPrediction.
ja.ma/49rqswj
ja.ma/49rqswj
Development and Validation of a #RiskPrediction Model to Identify Women With Chronic Obstructive Pulmonary Disease for Proactive #PalliativeCare
onlinelibrary.wiley.com/doi/10.1111/...
#COPD
onlinelibrary.wiley.com/doi/10.1111/...
#COPD
onlinelibrary.wiley.com
March 5, 2025 at 1:00 AM
Development and Validation of a #RiskPrediction Model to Identify Women With Chronic Obstructive Pulmonary Disease for Proactive #PalliativeCare
onlinelibrary.wiley.com/doi/10.1111/...
#COPD
onlinelibrary.wiley.com/doi/10.1111/...
#COPD