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Author Details

Karandeep Singh
University of Michigan Medical School ann arbor
2005
89
21
PMIDPaper TitleJournal TitlePublished Year
36256441Quantifying Clinicians' Diagnostic Uncertainty When Making Initial Treatment Decisions for Microbial Keratitis.Cornea2023
37626117Development of a decentralized cohort for studying post-acute sequelae of COVID-19 in India in the Data4life Study.Commun Med (Lond)2023
37318786Social Risk Factor Associations With Presenting Visual Acuity in Patients With Microbial Keratitis.JAMA Ophthalmol2023
36256452Prediction of Visual Acuity in Patients With Microbial Keratitis.Cornea2023
34620768Development and Validation of a Model to Predict Anterior Segment Vision-Threatening Eye Disease Using Primary Care Clinical Notes.Cornea2022
35667835Automated Determination of Left Ventricular Function Using Electrocardiogram Data in Patients on Maintenance Hemodialysis.Clin J Am Soc Nephrol2022
35638089Development and Validation of Dynamic Multivariate Prediction Models of Sexual Function Recovery in Patients with Prostate Cancer Undergoing Radical Prostatectomy: Results from the MUSIC Statewide Collaborative.Eur Urol Open Sci2022
35459850Artificial intelligence-enabled decision support in nephrology.Nat Rev Nephrol2022
35657729Moving from "Surgeries" to Patients: Progress and Pitfalls While Using Machine Learning to Personalize Transfusion Prediction.Anesthesiology2022
36253029Artificial Intelligence Systems in CKD: Where Do We Stand and What Will the Future Bring?Adv Chronic Kidney Dis2022
35040671Preoperative Prostate MRI Predictors of Urinary Continence Following Radical Prostatectomy.Radiology2022
35181126Predicting persistent opioid use after surgery using electronic health record and patient-reported data.Surgery2022
35139117Misinformation, believability, and vaccine acceptance over 40 countries: Takeaways from the initial phase of the COVID-19 infodemic.PLoS One2022
34551595Development and Validation of Models to Predict Pathological Outcomes of Radical Prostatectomy in Regional and National Cohorts.J Urol2022
34686576From clinical trials to clinical practice: how should we design and evaluate prediction models in the care of IBD?Gut2022
32793923A phenome-wide association study (PheWAS) of COVID-19 outcomes by race using the electronic health records data in Michigan Medicine.medRxiv2021
33684054COVID-19 Discourse on Twitter in Four Asian Countries: Case Study of Risk Communication.J Med Internet Res2021
33818393Predicting Intensive Care Transfers and Other Unforeseen Events: Analytic Model Validation Study and Comparison to Existing Methods.JMIR Med Inform2021
33694072Predictive Model-Driven Hotspotting to Decrease Emergency Department Visits: a Randomized Controlled Trial.J Gen Intern Med2021
33780345Correction: COVID-19 Discourse on Twitter in Four Asian Countries: Case Study of Risk Communication.J Med Internet Res2021
33805886A Phenome-Wide Association Study (PheWAS) of COVID-19 Outcomes by Race Using the Electronic Health Records Data in Michigan Medicine.J Clin Med2021
34221629Extensive titanium mesh invasive cranial fibrous dysplasia.Surg Neurol Int2021
34152373External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients.JAMA Intern Med2021
34260843The Clinician and Dataset Shift in Artificial Intelligence.N Engl J Med2021
34196690The Rigorous Work of Evaluating Consistency and Accuracy in Electronic Health Record Data.JAMA Ophthalmol2021
34029244Development and Validation of a Natural Language Processing Algorithm to Extract Descriptors of Microbial Keratitis From the Electronic Health Record.Cornea2021
33395395Prevalence of Misinformation and Factchecks on the COVID-19 Pandemic in 35 Countries: Observational Infodemiology Study.JMIR Hum Factors2021
33357088Evaluating a Widely Implemented Proprietary Deterioration Index Model among Hospitalized Patients with COVID-19.Ann Am Thorac Soc2021
32294087Predicting 30-day hospital readmissions using artificial neural networks with medical code embedding.PLoS One2020
33084902Characteristics Associated With Racial/Ethnic Disparities in COVID-19 Outcomes in an Academic Health Care System.JAMA Netw Open2020
33079583Machine Learning in Clinical Journals: Moving From Inscrutable to Informative.Circ Cardiovasc Qual Outcomes2020
33414175Mobile Health in Dialysis: The Best Engagement Medium Is the One that's with Patients.Clin J Am Soc Nephrol2020
32711010Development and Validation of a Deep-learning Model to Assist With Renal Cell Carcinoma Histopathologic Interpretation.Urology2020
32205582Integrating risk prediction models into chronic kidney disease care.Curr Opin Nephrol Hypertens2020
32269037Use of electronic medical records in development and validation of risk prediction models of hospital readmission: systematic review.BMJ2020
32404086Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying performance.BMC Med Inform Decis Mak2020
30318331askMUSIC: Leveraging a Clinical Registry to Develop a New Machine Learning Model to Inform Patients of Prostate Cancer Treatments Chosen by Similar Men.Eur Urol2019
30195846Grade Groups Provide Improved Predictions of Pathological and Early Oncologic Outcomes Compared with Gleason Score Risk Groups.J Urol2019
31414822Phenanthridine-Fused Tetracyclic Ring System: Metal-Free Diastereoselective Modular Construction of Highly Constrained Polyheterocycles via Post-Ugi Tandem Modifications.Org Lett2019
31460329Catalyst- and Solvent-Free Coupling of 2-Methyl Quinazolinones and Isatins: An Environmentally Benign Access of Diastereoselective Schizocommunin Analogues.ACS Omega2019
31313427A concept-wide association study to identify potential risk factors for nonadherence among prevalent users of antihypertensives.Pharmacoepidemiol Drug Saf2019
31307829Natural Language Processing to Quantify Microbial Keratitis Measurements.Ophthalmology2019
31476759Association of Chronic Kidney Disease with Preserved Ejection Fraction Heart Failure Is Independent of Baseline Cardiac Function.Kidney Blood Press Res2019
30898873Patients' and Nephrologists' Evaluation of Patient-Facing Smartphone Apps for CKD.Clin J Am Soc Nephrol2019
30737269Iron, Hepcidin, and Death in Human AKI.J Am Soc Nephrol2019
30830832Consumer-Facing Data, Information, And Tools: Self-Management Of Health In The Digital Age.Health Aff (Millwood)2019
30944012Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification.BMC Med Inform Decis Mak2019
30882596Blood pressure, antihypertensive medication use, and risk of erectile dysfunction in men with type I diabetes.J Hypertens2019
30929509Drug-Eluting Stent Use Among Low-Income Patients in Maharashtra After Statewide Price Reductions.Circ Cardiovasc Interv2019
30573317Development and Validation of Crosswalks for Patient-reported Sexual and Urinary Outcomes Between Commonly Used Instruments.Eur Urol2019
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Collaborators

Brigham and Women's Hospital Division of General Internal Medicine
Co-authored papers 7
Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center
Co-authored papers 5
Brigham and Women's Hospital
Co-authored papers 3
Co-authored papers 3
Icahn School of Medicine at Mount Sinai
Co-authored papers 3
University of Michigan ann arbor
Co-authored papers 2
Spectral Medical Inc.
Co-authored papers 2
Icahn School of Medicine at Mount Sinai
Co-authored papers 2
University of Michigan ann arbor
Co-authored papers 2
University of Michigan College of Engineering ann arbor
Co-authored papers 2
Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai
Co-authored papers 2
Icahn School of Medicine at Mount Sinai
Co-authored papers 2
University of Pittsburgh School of Medicine
Co-authored papers 2
Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center
Co-authored papers 1
University of Michigan School of Medicine ann arbor
Co-authored papers 1
Brigham and Women's Hospital
Co-authored papers 1
Vanderbilt University Medical Center
Co-authored papers 1
Harvard Medical School
Co-authored papers 1
University of Florida Health
Co-authored papers 1
Rogel Cancer Center, University of Michigan Medical School ann arbor
Co-authored papers 1
University of Colorado School of Medicine
Co-authored papers 1
Center for Innovation to Implementation
Co-authored papers 1
Columbia University
Co-authored papers 1
Vanderbilt University Medical Center
Co-authored papers 1
New York University.
Co-authored papers 1
University of Michigan ann arbor
Co-authored papers 1
Co-authored papers 1
University of Florida
Co-authored papers 1
University of Florida, Univerzitet u Sarajevu Medicinski Fakultet
Co-authored papers 1
Aravind Eye Hospital and Postgraduate Institute of Ophthalmology
Co-authored papers 1