PhD student of @VanderbiltU AI for healthcare
Joined June 2019
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xinmengZ retweeted
Excited to share our new Perspective in npj Health Systems. Integrating clinician-EHR interaction data with patient data opens a powerful, underutilized avenue for building AI that is both context-aware and care-centered. Amazing team @ZXinmeng @TKannampallil @j_r_a_m @ohpenlab
xinmengZ retweeted
Excited to share our study in Annals of Surgery Open: Bariatric Surgery is linked to a lower risk of mild cognitive impairment and Alzheimer’s/dementias. @vumcdbmi @VUMCSurgery @VUMC_Insights @ZXinmeng @YuDanxia_Epi @DIkramuddin @RuiZhang1229
journals.lww.com/aosopen/ful…
New research alert 📣 Excited to share our latest study on the association between patient portal engagement and weight loss after #BariatricSurgery. jmir.org/2024/1/e56573. @ohpenlab @vumcdbmi @VUMCSurgery 1/3
Highlight #DigitalHealth tools' importance in postoperative care. Contributors: @kaidikangkk @yanchao0222 @YuDanxia_Epi @VandyAtVandy @trentrosenbloom @metabolic_knife Jason Samuels, Yubo Feng, Gitanjali Srivastava, Brandon Williams, Vance Albaugh, Wayne English, Charles Flynn
I will moderate the 𝐀𝐩𝐫𝐢𝐥 𝐉𝐀𝐌𝐈𝐀 𝐉𝐨𝐮𝐫𝐧𝐚𝐥 𝐂𝐥𝐮𝐛 𝐖𝐞𝐛𝐢𝐧𝐚𝐫.
Join us on April 11, 3-4pm EDT, for a discussion with Dr. Wei-Chun Lin about his work: Prediction of Surgical Outcomes in Glaucoma.
@OHSUInformatics @hribar_michelle
amia.org/education-events/ed…
xinmengZ retweeted
Check out our latest paper on cardiometabolic health improvements after surgical weight loss! This collaborative work involves investigators from @VUMCepi @VUMC_Medicine @VUMCSurgery @vumcdbmi @PBRCNews I am so luckly to get to work with this wonderful team!
Bariatric surgery can lead to significant cardiometabolic health improvements using a variety of measures, according to a new study published in the Journal of the Endocrine Society.
@YuDanxia_Epi @EndoSocJournals
spr.ly/6018ksE8q
🚨 New preprint: Greater #patientportal engagement was associated with improved postoperative weight loss in #BariatricSurgery patients. @VUMCSurgery @vumcdbmi @kaidikangkk @yanchao0222 @trentrosenbloom @ohpenlab @metabolic_knife @VandyAtVandy @YuDanxia_Epi
#PatientEngagement
Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients medrxiv.org/cgi/content/shor… #medRxiv
xinmengZ retweeted
We appreciate @LisaRotenstein @joefigs2 for their deeply thoughtful commentary jamanetwork.com/journals/jam…
xinmengZ retweeted
shout out to co-first authors @ZXinmeng and Yuyang Yang, senior authors @ohpenlab @Abelkho @bradmalin and all contributors @kaidikangkk @MartinWere @embimd @PatelTrauma @vumcdbmi
xinmengZ retweeted
New paper alert. The findings of our retrospective cross-sectional study @JAMANetworkOpen suggest that there may be differences in the level of health professionals’ EHR engagement for patients of different races and ethnicities in the inpatient care setting.
In study of adult patients hospitalized at 2 major US academic med institutions between 2018-2020, the EHRs of minoritized racial and ethnic populations were more likely to receive less health professional engagement compared w/ those of White patients. ja.ma/46mH2cK
xinmengZ retweeted
Presenting their work with Gwen Holder and nursing informatics to evaluate insulin overdue Mar alerts are @ZXinmeng and Yubo Feng.
xinmengZ retweeted
Last class this semester discussing Digital Health Interventions and closing the gap with Implementation Science with @LyndsayANelson from @VUMCImplement Enjoyed this class with @jsancker
#informatics #science #tech #medicine #phd #phdstudent #vanderbilt #stem #researcher #AI
xinmengZ retweeted
You couldn't make it to #NeurIPS2022 this year?
Nothing to worry - I curated a summary for you below focussing on key papers, presentations and workshops in the buzzing space of ML in Biology and Healthcare 👇
The discussions were inspiring for our next steps. Thanks for coming to our session.
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xinmengZ retweeted
#AMIA22 Amazing Hotpot lab dinner @bradmalin @Thomas_Brown_37 @vaborza @zhiyuwan @ZXinmeng @vumcdbmi
xinmengZ retweeted
Broadly disseminated COVID-19 data has raised privacy concerns. Our group demonstrated how different adversarial assumptions dramatically affect re-identification risk estimation using COVID-19 data from Florida. @ZXinmeng @yanchao0222 @bradmalin @vumcdbmi doi.org/10.1007/978-3-031-13…
xinmengZ retweeted
Contrastive learning adds value for predicting diseases of low prevalence. Our lab’s new JAMIA paper:
Forecasting the future clinical events of a patient through contrastive learning by Ziqi @ZXinmeng @lnyemba @bradmalin @vumcdbmi @VUMC_Insights academic.oup.com/jamia/advan…