KarandeepSinghMD

PubMed

• 4 citations
  Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup.
  Kianoush B Kashani, Linda Awdishu, Sean M Bagshaw, Erin F Barreto, Rolando Claure-Del Granado, Barbara J Evans, Lui G Forni, Erina Ghosh, Stuart L Goldstein, Sandra L ...> ;Nature Reviews. Nephrology. 2023 Dec 1
• Development and Validation of a Model to Predict Ureteral Stent Placement Following Ureteroscopy: Results From a Statewide Collaborative.
  Jie Cao, Michael J Inadomi, Stephanie Daignault-Newton, Casey A Dauw, Arvin George, Spencer Hiller, Khurshid R Ghani, Andrew E Krumm, Karandeep Singh> ;Urology. 2023 Jul 1
• 2 citations
  Risk Prediction and Machine Learning: A Case-Based Overview.
  Emily A Balczewski, Jie Cao, Karandeep Singh> ;Clinical Journal of the American Society of Nephrology. 2023 Apr 1
• 4 citations
  Editorial: Surfacing best practices for AI software development and integration in healthcare.
  Mark Sendak, David Vidal, Sylvia Trujillo, Karandeep Singh, Xiaoxuan Liu, Suresh Balu> ;Frontiers in Digital Health. 2023 Jan 1
• 8 citations
  Generalizability of an acute kidney injury prediction model across health systems.
  Cao, J., Zhang, X., Yin, H., Steffick, D., Crowley, S., Heung, M., Shahinian, V., Saran, R., Mathis, M., Nadkarni, G., Singh, K.> ;Nature Machine Intelligence. 2022 Dec 1
• 1 citations
  Artificial Intelligence Systems in CKD: Where Do We Stand and What Will the Future Bring?
  Arjun Ananda Padmanabhan, Emily A Balczewski, Karandeep Singh> ;Advances in Chronic Kidney Disease. 2022 Sep 1
• 16 citations
  Artificial intelligence-enabled decision support in nephrology.
  Tyler J Loftus, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Benjamin S Glicksberg, Jie Cao, Karandeep Singh, Lili Chan, Girish N Nadkarni, Azra Bihorac> ;Nature Reviews. Nephrology. 2022 Jul 1
• 2 citations
  Automated Determination of Left Ventricular Function Using Electrocardiogram Data in Patients on Maintenance Hemodialysis.
  Akhil Vaid, Joy J Jiang, Ashwin Sawant, Karandeep Singh, Patricia Kovatch, Alexander W Charney, David M Charytan, Jasmin Divers, Benjamin S Glicksberg, Lili Chan, Giri...> ;Clinical Journal of the American Society of Nephrology. 2022 Jul 1
• 8 citations
  Artificial Intelligence for AKI!Now: Let's Not Await Plato's Utopian Republic.
  Danielle E Soranno, Azra Bihorac, Stuart L Goldstein, Kianoush B Kashani, Shina Menon, Girish N Nadkarni, Javier A Neyra, Neesh I Pannu, Karandeep Singh, Jorge Cerda, ...> ;Kidney360. 2022 Feb 24
• 7 citations
  Clinically Undetectable Heart Sounds in Hospitalized Patients Undergoing Echocardiography
  Nancy Jariwala, Sydney Czako, Lindsey Brenton, Audrey Doherty, Karandeep Singh, Seth Klapman, Jonathon P McBride> ;JAMA Internal Medicine. 2021 Nov 15
• 25 citations
  Quantification of Sepsis Model Alerts in 24 US Hospitals Before and During the COVID-19 Pandemic.
  Andrew Wong, Jie Cao, Patrick G. Lyons, Sayon Dutta, Vincent J. Major, Erkin Otles, Karandeep Singh> ;JAMA Network Open. 2021 Nov 1
• 1 citations
  From clinical trials to clinical practice: how should we design and evaluate prediction models in the care of IBD?
  Ryan W. Stidham, Andrew J. Vickers, Karandeep Singh, Akbar K. Waljee> ;Gut. 2021 Oct 22
• 1 citations
  Development and Validation of a Model to Predict Anterior Segment Vision-Threatening Eye Disease Using Primary Care Clinical Notes.
  Karandeep Singh, Alexa Thibodeau, Leslie M. Niziol, Tejpreet K. Nakai, Jill E. Bixler, Mariam Khan, Maria A. Woodward> ;Cornea. 2021 Oct 6
• 3 citations
  Development and Validation of Models to Predict Pathologic Outcomes of Radical Prostatectomy in Regional and National Cohorts
  Erkin Otles, Brian T. Denton, Bo Qu, Adharsh Murali, Selin Merdan, Gregory Auffenberg, Spencer C. Hiller, Brian R. Lane, Arvin K. George, Karandeep Singh> ;The Journal of Urology. 2021 Sep 23
• 6 citations
  Development of a federated learning approach to predict acute kidney injury in adult hospitalized patients with COVID-19 in New York City
  Akhil Vaid, Ashwin Sawant, Jie Xu, Kush Shah, Sergio Dellepiane, Ishan Paranjpe, Lili Chan, Patricia Kovatch, Alexander W. Charney, Fei Wang, Benjamin S. Glicksberg, K...> ;Medrxiv. 2021 Jul 28
• 160 citations
  The Clinician and Dataset Shift in Artificial Intelligence.
  Samuel G. Finlayson, Adarsh Subbaswamy, Karandeep Singh, John Z. Bowers, Annabel Kupke, Jonathan L. Zittrain, Isaac S. Kohane, Suchi Saria> ;The New England Journal of Medicine. 2021 Jul 15
• 2 citations
  The Rigorous Work of Evaluating Consistency and Accuracy in Electronic Health Record Data.
  Karandeep Singh, Maria A. Woodward> ;JAMA Ophthalmology. 2021 Aug 1
• 221 citations
  External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients.
  Andrew Wong, Erkin Otles, John P. Donnelly, Andrew E. Krumm, Jeffrey S. McCullough, Olivia DeTroyer-Cooley, Justin Pestrue, Marie Phillips, Judy Konye, Carleen Penoza,...> ;JAMA Internal Medicine. 2021 Aug 1
• 2 citations
  Development and Validation of a Natural Language Processing Algorithm to Extract Descriptors of Microbial Keratitis From the Electronic Health Record.
  Maria A. Woodward, Nenita Maganti, Leslie M. Niziol, Sejal Amin, Andrew Hou, Karandeep Singh> ;Cornea. 2021 May 21
• Correction: COVID-19 Discourse on Twitter in Four Asian Countries: Case Study of Risk Communication
  Sungkyu Park, Sungwon Han, Jeong-Wook Kim, Mir Majid Molaie, Hoang Dieu Vu, Karandeep Singh, Jiyoung Han, Won-Jae Lee, Meeyoung Cha> ;Journal of Medical Internet Research. 2021 Mar 29
• 13 citations
  A Phenome-Wide Association Study (PheWAS) of COVID-19 Outcomes by Race Using the Electronic Health Records Data in Michigan Medicine.
  Maxwell Salvatore, Tian Gu, Jasmine A Mack, Swaraaj Prabhu Sankar, Snehal Patil, Thomas S. Valley, Karandeep Singh, Brahmajee K. Nallamothu, Sachin Kheterpal, Lynda D....> ;Journal of Clinical Medicine. 2021 Mar 25
• 5 citations
  Predictive Model-Driven Hotspotting to Decrease Emergency Department Visits: a Randomized Controlled Trial.
  Brady Post, Jeremy Lapedis, Karandeep Singh, Paul Valenstein, Ayse G. Buyuktur, Karin Teske, Andrew M. Ryan> ;Journal of General Internal Medicine. 2021 Mar 10
• 3 citations
  Mobile Health in Dialysis: The Best Engagement Medium Is the One that's with Patients.
  Karandeep Singh> ;Clinical Journal of the American Society of Nephrology. 2021 Jan 7
• 45 citations
  Evaluating a Widely Implemented Proprietary Deterioration Index Model among Hospitalized Patients with COVID-19.
  Karandeep Singh, Thomas S. Valley, Shengpu Tang, Benjamin Y. Li, Fahad Kamran, Michael W. Sjoding, Jenna Wiens, Erkin Otles, John P. Donnelly, Melissa Y. Wei, Jonathon...> ;Annals of the American Thoracic Society. 2021 Jul 9
• 14 citations
  Predicting Intensive Care Transfers and Other Unforeseen Events: Analytic Model Validation Study and Comparison to Existing Methods.
  Brandon C. Cummings, Sardar Ansari, Jonathan Motyka, Guan Wang, Richard P. Medlin, Steven L. Kronick, Karandeep Singh, Pauline K. Park, Lena M. Napolitano, Robert P. D...> ;JMIR Medical Informatics. 2020 Oct 16
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