4research
KidneyintelX.dkd: An Innovation in Precision Medicine for Diabetic Kidney Disease.
Link: https://doi.org/10.1681/ASN.0000000644 Authors: Coca, Steven G; Nadkarni, Girish N Abstract:
Read MoreNatural Language Processing Identifies Under-Documentation of Symptoms in Patients on Hemodialysis.
Link: https://doi.org/10.34067/KID.0000000694 Authors: Dai, Yang; Wen, Huei Hsun; Yang, Joanna; Gupta, Neepa; Rhee, Connie; Horowitz, Carol R; Mohottige, Dinushika; Nadkarni, Girish N; Coca, Steven; Chan, Lili Abstract: Patients on hemodialysis (HD) have a high burden of emotional and physical symptoms. These symptoms are often under-recognized. NLP can be used to identify patient symptoms from the…
Read MorePhysiological Data Collected From Wearable Devices Identify and Predict Inflammatory Bowel Disease Flares.
Link: https://doi.org/10.1053/j.gastro.2024.12.024 Authors: Hirten, Robert P; Danieletto, Matteo; Sanchez-Mayor, Milagros; Whang, Jessica K; Lee, Kyung Won; Landell, Kyle; Zweig, Micol; Helmus, Drew; Fuchs, Thomas J; Fayad, Zahi A; Nadkarni, Girish N; Keefer, Laurie; Suarez-Farinas, Mayte; Sands, Bruce E Abstract: Wearable devices capture physiological signals noninvasively and passively. Many of these parameters have been linked to…
Read MoreNutriSighT: Interpretable Transformer Model for Dynamic Prediction of Hypocaloric Enteral Nutrition in Mechanically Ventilated Patients.
Link: https://doi.org/10.1101/2025.01.06.25320067 Authors: Jangda, Mateen; Patel, Jayshil; Gill, Jaskirat; McCarthy, Paul; Desman, Jacob; Gupta, Rohit; Patel, Dhruv; Kavi, Nidhi; Bakare, Shruti; Klang, Eyal; Freeman, Robert; Manasia, Anthony; Oropello, John; Chan, Lili; Suarez-Farinas, Mayte; Charney, Alexander W; Kohli-Seth, Roopa; Nadkarni, Girish N; Sakhuja, Ankit Abstract: Achieving adequate enteral nutrition among mechanically ventilated patients is challenging, yet…
Read MoreThe impact of common and rare genetic variants on bradyarrhythmia development.
Link: https://doi.org/10.1038/s41588-024-01978-2 Authors: Weng, Lu-Chen; Rämö, Joel T; Jurgens, Sean J; Khurshid, Shaan; Chaffin, Mark; Hall, Amelia Weber; Morrill, Valerie N; Wang, Xin; Nauffal, Victor; Sun, Yan V; Beer, Dominik; Lee, Simon; Nadkarni, Girish N; Duong, ThuyVy; Wang, Biqi; Czuba, Tomasz; Austin, Thomas R; Yoneda, Zachary T; Friedman, Daniel J; Clayton, Anne; Hyman, Matthew C;…
Read MoreSex Differences in Long COVID.
Link: https://doi.org/10.1001/jamanetworkopen.2024.55430 Authors: Shah, Dimpy P; Thaweethai, Tanayott; Karlson, Elizabeth W; Bonilla, Hector; Horne, Benjamin D; Mullington, Janet M; Wisnivesky, Juan P; Hornig, Mady; Shinnick, Daniel J; Klein, Jonathan D; Erdmann, Nathaniel B; Brosnahan, Shari B; Lee-Iannotti, Joyce K; Metz, Torri D; Maughan, Christine; Ofotokun, Ighovwerha; Reeder, Harrison T; Stiles, Lauren E; Shaukat, Aasma; Hess,…
Read MoreEffect of Tiered Implementation of Clinical Decision Support System for Acute Kidney Injury and Nephrotoxin Exposure in Cardiac Surgery Patients.
Link: https://doi.org/10.1055/s-0044-1791822 Authors: Justice, Christopher M; Nevin, Connor; Neely, Rebecca L; Dilcher, Brian; Kovacic-Scherrer, Nicole; Carter-Templeton, Heather; Ostrowski, Aaron; Krafcheck, Jacob; Smith, Gordon; McCarthy, Paul; Pincavitch, Jami; Kane-Gill, Sandra; Freeman, Robert; Kellum, John A; Kohli-Seth, Roopa; Nadkarni, Girish N; Shawwa, Khaled; Sakhuja, Ankit Abstract: Nephrotoxin exposure may worsen kidney injury and impair kidney recovery if…
Read MoreVisual-textual integration in LLMs for medical diagnosis: A preliminary quantitative analysis.
Link: https://doi.org/10.1016/j.csbj.2024.12.019 Authors: Agbareia, Reem; Omar, Mahmud; Soffer, Shelly; Glicksberg, Benjamin S; Nadkarni, Girish N; Klang, Eyal Abstract: Visual data from images is essential for many medical diagnoses. This study evaluates the performance of multimodal Large Language Models (LLMs) in integrating textual and visual information for diagnostic purposes. We tested GPT-4o and Claude Sonnet 3.5…
Read MoreA Natural Language Processing Pipeline based on the Columbia-Suicide Severity Rating Scale.
Link: https://doi.org/10.1101/2024.12.19.24319352 Authors: Lepow, Lauren A; Adekkanattu, Prakash; Cusick, Marika; Coon, Hilary; Fennessy, Brian; O’Connell, Shane; Pierce, Charlotte; Rabbany, Jessica; Sharma, Mohit; Olfson, Mark; Bakian, Amanda; Xiao, Yunyu; Mullins, Niamh; Nadkarni, Girish N; Charney, Alexander W; Pathak, Jyotishman; Mann, J John Abstract: Diagnostic codes in the Electronic Health Record (EHR) are known to be limited…
Read More2024 Update of the RECOVER-Adult Long COVID Research Index.
Link: https://doi.org/10.1001/jama.2024.24184 Authors: Geng, Linda N; Erlandson, Kristine M; Hornig, Mady; Letts, Rebecca; Selvaggi, Caitlin; Ashktorab, Hassan; Atieh, Ornina; Bartram, Logan; Brim, Hassan; Brosnahan, Shari B; Brown, Jeanette; Castro, Mario; Charney, Alexander; Chen, Peter; Deeks, Steven G; Erdmann, Nathaniel; Flaherman, Valerie J; Ghamloush, Maher A; Goepfert, Paul; Goldman, Jason D; Han, Jenny E; Hess, Rachel;…
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