Publications

F Kamran, S Tang, E Otles, DS McEvoy, SN Saleh, J Gong, BY Li, S Dutta, …. Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study. bmj. 376, 2022.

E Ötleş, BT Denton, B Qu, A Murali, S Merdan, GB Auffenberg, SC Hiller, …. Development and validation of models to predict pathological outcomes of radical prostatectomy in regional and national cohorts. The Journal of Urology. 207 (2), 358-366, 2022.

N Jariwala, S Czako, L Brenton, A Doherty, K Singh, S Klapman, …. Clinically Undetectable Heart Sounds in Hospitalized Patients Undergoing Echocardiography. JAMA internal medicine. 182 (1), 86-87, 2022.

K Singh, A Murali, H Stevens, VGV Vydiswaran, A Bohnert, CM Brummett, …. Predicting persistent opioid use after surgery using electronic health record and patient-reported data. Surgery. , 2022.

SR Meyer, A Carver, H Joo, KK Venkatesh, JE Jelovsek, TT Klumpner, …. External Validation of Postpartum Hemorrhage Prediction Models Using Electronic Health Record Data. American journal of perinatology. , 2022.

H Lamberg, PR Shankar, K Singh, EM Caoili, AK George, C Hackett, …. Preoperative Prostate MRI Predictors of Urinary Continence Following Radical Prostatectomy. Radiology. 210500, 2022.

A Wong, E Otles, JP Donnelly, A Krumm, J McCullough, …. External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients. JAMA Internal Medicine. 181 (8), 1065-1070, 2021.

SG Finlayson, A Subbaswamy, K Singh, J Bowers, A Kupke, J Zittrain, …. The clinician and dataset shift in artificial intelligence. The New England journal of medicine. 385 (3), 283, 2021.

BC Cummings, S Ansari, JR Motyka, G Wang, RP Medlin Jr, SL Kronick, …. Predicting Unexpected Deterioration in COVID-19 Patients using PICTURE Analytic: Validation and Comparison to Existing Methods.. JMIR Medical Informatics. , 2021.

M Salvatore, T Gu, JA Mack, S Prabhu Sankar, S Patil, TS Valley, K Singh, …. A phenome-wide association study (PheWAS) of COVID-19 outcomes by race using the electronic health records data in Michigan Medicine. Journal of Clinical Medicine. 10 (7), 1351, 2021.

R Kontar, N Shi, X Yue, S Chung, E Byon, M Chowdhury, J Jin, W Kontar, …. The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. arXiv preprint arXiv:. :2111.05326, 2021.

A Wong, J Cao, PG Lyons, S Dutta, VJ Major, E Ötleş, K Singh. Quantification of Sepsis Model Alerts in 24 US Hospitals Before and During the COVID-19 Pandemic. JAMA Network Open. 4 (11), e2135286-e2135286, 2021.

K Singh, MA Woodward. The Rigorous Work of Evaluating Consistency and Accuracy in Electronic Health Record Data. JAMA ophthalmology. 139 (8), 894-895, 2021.

K Singh. Mobile Health in Dialysis: The Best Engagement Medium Is the One that’s with Patients. Clinical Journal of the American Society of Nephrology. 16 (1), 12-13, 2021.

MA Woodward, N Maganti, LM Niziol, S Amin, A Hou, K Singh. Development and Validation of a Natural Language Processing Algorithm to Extract Descriptors of Microbial Keratitis From the Electronic Health Record. Cornea. 40 (12), 1548-1553, 2021.

RW Stidham, A Vickers, K Singh, AK Waljee. From clinical trials to clinical practice: how should we design and evaluate prediction models in the care of IBD?. Gut. , 2021.

K Singh, A Thibodeau, LM Niziol, TK Nakai, JE Bixler, M Khan, …. Development and Validation of a Model to Predict Anterior Segment Vision-Threatening Eye Disease Using Primary Care Clinical Notes. Cornea. , 2021.

AA Dabaja, A Johnson, M Mirza, BR Lane, PR Shankar, MS Davenport, …. MP64-14 PREDICTING SOCIAL CONTINENCE IN POST-RP PATIENTS BASED ON MRI AND CLINICAL FACTORS: A MULTI-CENTER STUDY. The Journal of Urology. 206 (Supplement 3), e1115-e1116, 2021.

A Dupati, A Johnson, M Mirza, N Mmonu, BR Lane, PR Shankar, …. MP64-17 PREDICTING LONG-TERM SEXUAL FUNCTION IN POST-RADICAL PROSTATECTOMY PATIENTS BASED ON MRI AND CLINICAL FACTORS: A MULTI-CENTER STUDY. The Journal of Urology. 206 (Supplement 3), e1117-e1117, 2021.

B Post, J Lapedis, K Singh, P Valenstein, AG Büyüktür, K Teske, AM Ryan. Predictive Model-Driven Hotspotting to Decrease Emergency Department Visits: a Randomized Controlled Trial. Journal of General Internal Medicine. 36 (9), 2563-2570, 2021.

DE Soranno, A Bihorac, SL Goldstein, KB Kashani, S Menon, …. Artificial Intelligence for AKI! Now: Let’s not await Plato’s utopian republic. Kidney. y360, 2021.

SK Jaladanki, A Vaid, AS Sawant, J Xu, K Shah, S Dellepiane, I Paranjpe, …. Development of a federated learning approach to predict acute kidney injury in adult hospitalized patients with COVID-19 in New York City. medRxiv. , 2021.

T Gu, JA Mack, M Salvatore, SP Sankar, TS Valley, K Singh, …. Characteristics Associated With Racial/Ethnic Disparities in COVID-19 Outcomes in an Academic Health Care System. JAMA network open. 3 (10), e2025197-e2025197, 2020.

E Mahmoudi, N Kamdar, N Kim, G Gonzales, K Singh, AK Waljee. Use of electronic medical records in development and validation of risk prediction models of hospital readmission: systematic review. BMJ. 369, 2020.

K Singh, TS Valley, S Tang, BY Li, F Kamran, MW Sjoding, J Wiens, …. Evaluating a Widely Implemented Proprietary Deterioration Index Model Among Hospitalized COVID-19 Patients. Annals of the American Thoracic Society. , 2020.

W Liu, C Stansbury, K Singh, AM Ryan, D Sukul, E Mahmoudi, A Waljee, …. Predicting 30-day hospital readmissions using artificial neural networks with medical code embedding. PloS one. 15 (4), e0221606, 2020.

M Fenstermaker, SA Tomlins, K Singh, J Wiens, TM Morgan. Development and Validation of a Deep-learning Model to Assist With Renal Cell Carcinoma Histopathologic Interpretation. Urology. 144, 152-157, 2020.

AJ Vickers, AL Tin, K Singh, RL Dunn, J Mulhall. Updating the International Index of Erectile Function: Evaluation of a Large Clinical Data Set. The Journal of Sexual Medicine. 17 (1), 126-132, 2020.

M Inadomi, K Singh, J Qi, R Dunn, S Linsell, B Denton, P Hurley, E Kleer, …. Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying …. BMC medical informatics and decision making. 20 (1), 1-8, 2020.

K Singh, AL Beam, BK Nallamothu. Machine Learning in Clinical Journals: Moving From Inscrutable to Informative. Circulation: Cardiovascular Quality and Outcomes. 13 (10), e007491, 2020.

J Cao, K Singh. Integrating risk prediction models into chronic kidney disease care. Current Opinion in Nephrology and Hypertension. 29 (3), 339-345, 2020.

AA Dabaja*, A Murali, A Johnson, H Peabody, J Qi, A Moriarity, M Ryan, …. MP12-15 ADDITION OF PREOPERATIVE PROSTATE MRI VARIABLES IMPROVES PREDICTION OF EARLY SOCIAL CONTINENCE AFTER RADICAL PROSTATECTOMY: A MULTI-INSTITUTIONAL ANALYSIS. The Journal of Urology. 203 (Supplement 4), e150-e150, 2020.

C Walker*, R Wu, A Murali, C Dauw, K Swarna, J Slayton, A George, …. PD14-11 EMERGENCY DEPARTMENT VISITS ARE UNPREDICTABLE FOLLOWING URETEROSCOPY AND SHOCKWAVE LITHOTRIPSY FOR MANAGEMENT OF KIDNEY AND URETERAL STONES: RESULTS FROM THE MUSIC …. The Journal of Urology. 203 (Supplement 4), e276-e277, 2020.

K Ginsburg*, A Murali, M Cher, D Miller, A George, K Singh, …. MP23-14 PREDICTING TREATMENT-FREE SURVIVAL FOR PATIENTS WITH LOCALIZED PROSTATE CANCER ON ACTIVE SURVEILLANCE: RESULTS FROM THE MUSIC STATEWIDE COLLABORATIVE. The Journal of Urology. 203 (Supplement 4), e343-e344, 2020.

H Peabody, A Murali, S Noyes, K Singh, B Lane*. MP50-11 RISK FACTORS PREDICTING OVERALL SURVIVAL FOR PATIENTS NEWLY DIAGNOSED WITH RENAL MASSES. The Journal of Urology. 203 (Supplement 4), e757-e757, 2020.

R Wu*, A Murali, C Walker, C Dauw, K Swarna, A George, K Ghani, …. PD01-08 PREDICTING RESIDUAL STONE FRAGMENTS IN PATIENTS UNDERGOING URETEROSCOPY IS DIFFICULT DESPITE SIGNIFICANT ASSOCIATIONS BETWEEN PREDICTORS AND OUTCOME: RESULTS FROM THE …. The Journal of Urology. 203 (Supplement 4), e62-e63, 2020.

K Singh, CJ Diamantidis, S Ramani, NA Bhavsar, P Mara, J Warner, …. Patients’ and nephrologists’ evaluation of patient-facing smartphone apps for CKD. Clinical Journal of the American Society of Nephrology. 14 (4), 523-529, 2019.

DE Leaf, M Rajapurkar, SS Lele, B Mukhopadhyay, EAS Boerger, …. Iron, hepcidin, and death in human AKI. Journal of the American Society of Nephrology. 30 (3), 493-504, 2019.

K Singh, SR Meyer, JM Westfall. Consumer-Facing Data, Information, And Tools: Self-Management Of Health In The Digital Age. Health Affairs. 38 (3), 352-358, 2019.

GB Auffenberg, KR Ghani, S Ramani, E Usoro, B Denton, C Rogers, …. askMUSIC: leveraging a clinical registry to develop a new machine learning model to inform patients of prostate cancer treatments chosen by similar men. European urology. 75 (6), 901-907, 2019.

SY Park, PY Kuo, A Barbarin, E Kaziunas, A Chow, K Singh, L Wilcox, …. Identifying Challenges and Opportunities in Human-AI Collaboration in Healthcare. Conference Companion Publication of the. 2019 on Computer Supported …, 2019.

S Kirmiz, J Qi, SK Babitz, S Linsell, B Denton, K Singh, G Auffenberg, …. Grade Groups Provide Improved Predictions of Pathological and Early Oncologic Outcomes Compared with Gleason Score Risk Groups. The Journal of urology. 201 (2), 278-283, 2019.

N Maganti, H Tan, LM Niziol, S Amin, A Hou, K Singh, D Ballouz, …. Natural Language Processing to Quantify Microbial Keratitis Measurements. Ophthalmology. 126 (12), 1722-1724, 2019.

K Singh, AL Tin, RL Dunn, T Kim, AJ Vickers. Development and Validation of Crosswalks for Patient-reported Sexual and Urinary Outcomes Between Commonly Used Instruments. European urology. 75 (5), 723-730, 2019.

AV Sarma, JM Hotaling, IH de Boer, RL Dunn, MK Oerline, K Singh, …. Blood pressure, anti-hypertensive medication use and risk of erectile dysfunction in men with type I diabetes. Journal of hypertension. 37 (5), 1070, 2019.

DA Hanauer, Q Mei, VGV Vydiswaran, K Singh, Z Landis-Lewis, C Weng. Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification. BMC medical informatics and decision making. 19 (3), 59-69, 2019.

TA Mavrakanas, A Khattak, W Wang, K Singh, DM Charytan. Association of Chronic Kidney Disease with Preserved Ejection Fraction Heart Failure Is Independent of Baseline Cardiac Function. Kidney and Blood Pressure Research. 44 (5), 1247-1258, 2019.

K Singh, NK Choudhry, AA Krumme, C McKay, NE McElwee, J Kimura, …. A concept‐wide association study to identify potential risk factors for nonadherence among prevalent users of antihypertensives. Pharmacoepidemiology and Drug Safety. 28 (10), 1299-1308, 2019.

B Duggal, B Gokul, M Duggal, S Saunik, P Singh, A Agrawal, K Singh, …. Drug-Eluting Stent Use Among Low-Income Patients in Maharashtra After Statewide Price Reductions: Lessons for India?. Circulation: Cardiovascular Interventions. 12 (4), e007757, 2019.

M Inadomi*, K Ghani, T Kim, C Dauw, J Hollingsworth, D Leavitt, A Murali, …. MP33-17 USING A CLINICAL REGISTRY AND MACHINE LEARNING TO PREDICT URETERAL STENT PLACEMENT FOLLOWING URETEROSCOPY. The Journal of Urology. 201 (Supplement 4), e460-e460, 2019.

N Maganti, H Tan, LM Niziol, S Amin, A Hou, K Singh, MA Woodward. Accuracy of Natural Language Processing to Extract Quantitative Data for Microbial Keratitis from the Electronic Health Record. . 2019 ASCRS ASOA Annual Meeting, 2019.

A Murali, SR Meyer, A George, N Agochukwu, J Qi, T Kim, P Shankar, …. MP54-13 EVALUATING THE VALUE OF MRI IN PREDICTING RADICAL PROSTATECTOMY PATHOLOGIC OUTCOMES. The Journal of Urology. 201 (Supplement 4), e789-e789, 2019.

A Vickers*, A Tin, K Singh, R Dunn, J Mulhall. MP40-09 RE-ENGINEERING THE INTERNATIONAL INDEX OF ERECTILE FUNCTION: EVALUATION OF A LARGE CLINICAL DATA SET. The Journal of Urology. 201 (Supplement 4), e589-e590, 2019.

AR Weil. Patients As Consumers. Health Affairs. 38 (3), 343-343, 2019.

DE Leaf, ED Siew, MF Eisenga, K Singh, FR Mc Causland, A Srivastava, …. Fibroblast growth factor 23 associates with death in critically ill patients. Clinical Journal of the American Society of Nephrology. 13 (4), 531-541, 2018.

JA Rodriguez, K Singh. The Spanish availability and readability of diabetes apps. Journal of diabetes science and technology. 12 (3), 719-724, 2018.

JM Franklin, C Gopalakrishnan, AA Krumme, K Singh, JR Rogers, …. The relative benefits of claims and electronic health record data for predicting medication adherence trajectory. American heart journal. 197, 153-162, 2018.

TA Mavrakanas, A Khattak, K Singh, DM Charytan. Echocardiographic parameters and renal outcomes in patients with preserved renal function, and mild-moderate CKD. BMC nephrology. 19 (1), 1-9, 2018.

E Brannon, T Wang, J Lapedis, P Valenstein, M Klinkman, E Bunting, …. Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level. AMIA Annual Symposium Proceedings. 2018, 295, 2018.

D Hanauer, Q Mei, VGV Vydiswaran, K Singh, Z Landis-Lewis, C Weng. Numerical Age Variations within Clinical Notes: The Potential Impact on De-Identification and Information Extraction. . 2018 IEEE International Conference on Healthcare Informatics Workshop (ICHI …, 2018.

K Singh, H Wessells, JQ Clemens, RL Dunn, SK Holt, J Hotaling, …. MP04-01 LONGITUDINAL SUBPHENOTYPES OF URINARY SYMPTOMS IN TYPE I DIABETES. The Journal of Urology. 199 (4S), e31-e32, 2018.

K Singh, KR Ghani, S Seyedsalehi, MH Solomon, G Auffenberg, …. MP16-14 THE UNPREDICTABILITY OF SOCIAL CONTINENCE AFTER RADICAL PROSTATECTOMY. The Journal of Urology. 199 (4S), e202-e202, 2018.

K Singh, AV Sarma, RL Dunn, SK Holt, J Hotaling, R Pop-Busui, …. MP74-17 TRAJECTORIES OF ERECTILE DYSFUNCTION SUBPHENOTYPES IN MEN WITH LONGSTANDING TYPE I DIABETES. The Journal of Urology. 199 (4S), e1006-e1006, 2018.

TA Mavrakanas, A Khattak, K Singh, DM Charytan. Epidemiology and natural history of the cardiorenal syndromes in a cohort with echocardiography. Clinical Journal of the American Society of Nephrology. 12 (10), 1624-1633, 2017.

K Singh, AB Landman. Mobile Health. Key Advances in Clinical Informatics. 183-196, 2017.

K Singh, SS Waikar, L Samal. Evaluating the feasibility of the KDIGO CKD referral recommendations. BMC nephrology. 18 (1), 1-6, 2017.

GB Auffenberg, S Merdan, DC Miller, K Singh, BR Stockton, KR Ghani, …. Evaluation of prostate cancer risk calculators for shared decision making across diverse urology practices in Michigan. Urology. 104, 137-142, 2017.

K Singh, A Landman, DW Bates. Mobile health applications: the authors reply. Health Affairs. 36 (2), 384-384, 2017.

K Singh, A Landman, DW Bates. Mobile Health Apps: The Authors Reply. Health Affairs. 36 (6), 1144-1144, 2017.

G Auffenberg, S Ramani, K Ghani, B Denton, C Rogers, B Stockton, …. ASKMUSIC©: LEVERAGING A CLINICAL REGISTRY TO INFORM PATIENTS: PNFBA-06. The Journal of Urology. 197 (4), 2017.

G Auffenberg, S Ramani, K Ghani, B Denton, C Rogers, B Stockton, …. PNFBA-06 ASKMUSIC©: LEVERAGING A CLINICAL REGISTRY TO INFORM PATIENTS. The Journal of Urology. 197 (4S), e911-e911, 2017.

U Sarkar, GI Gourley, CR Lyles, L Tieu, C Clarity, L Newmark, K Singh, …. Usability of commercially available mobile applications for diverse patients. Journal of general internal medicine. 31 (12), 1417-1426, 2016.

K Singh, K Drouin, LP Newmark, JH Lee, A Faxvaag, R Rozenblum, …. Many mobile health apps target high-need, high-cost populations, but gaps remain. Health Affairs. 35 (12), 2310-2318, 2016.

K Singh, K Drouin, LP Newmark, R Rozenblum, J Lee, A Landman, …. Developing a framework for evaluating the patient engagement, quality, and safety of mobile health applications. Issue Brief (Commonw Fund). 5 (1), 11, 2016.

K Singh, K Drouin, LP Newmark, M Filkins, E Silvers, PA Bain, DM Zulman, …. Patient-facing mobile apps to treat high-need, high-cost populations: a scoping review. JMIR mHealth and uHealth. 4 (4), e6445, 2016.

K Singh, RA Betensky, A Wright, GC Curhan, DW Bates, SS Waikar. A Concept–Wide Association Study of Clinical Notes to Discover New Predictors of Kidney Failure. Clinical Journal of the American Society of Nephrology. 11 (12), 2150-2158, 2016.

K Singh, A Wright. Clinical decision support. Clinical Informatics Study Guide. 111-133, 2016.

MD Iversen, S Kiami, K Singh, I Masiello, J von Heideken. Prospective, randomised controlled trial to evaluate the effect of smart glasses on vestibular examination skills. BMJ Innovations. 2 (2), 99-105, 2016.

JM Franklin, AA Krumme, C Gopalakrishnan, K Singh, JR Rogers, …. Predicting Refill Adherence from Alternative Data Sources: Claims, Structured Electronic Health Record Data, and Physician Notes. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY. 25, 190-191, 2016.

U Sarkar, GI Gourley, C Lyles, L Tieu, C Clarity, L Newmark, K Singh, …. MOBILE APPS FOR VULNERABLE POPULATIONS STUDY. JOURNAL OF GENERAL INTERNAL MEDICINE. 31, S303-S303, 2016.

G Auffenberg, S Merdan, D Miller, K Singh, B Stockton, B Denton, K Ghani. MP39-02 DEVELOPMENT AND VALIDATION OF A RISK PREDICTION MODEL FOR PROSTATE CANCER DIAGNOSIS WITHIN A STATEWIDE QUALITY IMPROVEMENT COLLABORATIVE. The Journal of Urology. 195 (4S), e541-e542, 2016.

GO Klein, K Singh, J von Heideken. Smart Glasses–A New Tool in Medicine.. Studies in health technology and informatics. 216, 901-901, 2015.

K Singh, K Drouin, L Newmark, E Pabo, A Landman, E Klinger, JH Lee, …. A Systematic Review of the Use of Patient-Facing Mobile Applications to Engage Vulnerable Populations. . 2015 Annual Research Meeting, 2015.

K Singh, K Drouin, L Newmark, E Pabo, A Landman, E Klinger, JH Lee, …. Evaluating the Readiness of Mobile Applications for Engaging Vulnerable Populations. . 2015 Annual Research Meeting, 2015.

ML Mendu, LI Schneider, AA Aizer, K Singh, DE Leaf, TH Lee, SS Waikar. Implementation of a CKD checklist for primary care providers. Clinical Journal of the American Society of Nephrology. 9 (9), 1526-1535, 2014.

K Singh, G Klein, J von Heideken. Google Glass has potential for rheumatology and orthopedic surgery. The Rheumatologist. 1-5, 2014.

BH Hahn, MA Mcmahon, A Wilkinson, WD Wallace, DI Daikh, …. American College of Rheumatology guidelines for screening, treatment, and management of lupus nephritis. Arthritis care & research. 64 (6), 797-808, 2012.