| Reviewing the current evidence supporting early B-cells as the cellular origin of Merkel cell carcinoma CM Sauer, AM Haugg, E Chteinberg, D Rennspiess, V Winnepenninckx, ... Critical reviews in oncology/hematology 116, 99-105, 2017 | 84 | 2017 |
| Systematic review and comparison of publicly available ICU data sets—a decision guide for clinicians and data scientists CM Sauer, TA Dam, LA Celi, M Faltys, MAA de la Hoz, L Adhikari, ... Critical care medicine 50 (6), e581-e588, 2022 | 58 | 2022 |
| Leveraging electronic health records for data science: common pitfalls and how to avoid them CM Sauer, LC Chen, SL Hyland, A Girbes, P Elbers, LA Celi The Lancet Digital Health 4 (12), e893-e898, 2022 | 55 | 2022 |
| Feature selection and prediction of treatment failure in tuberculosis CM Sauer, D Sasson, KE Paik, N McCague, LA Celi, ... PloS one 13 (11), e0207491, 2018 | 54 | 2018 |
| Improved survival of cancer patients admitted to the intensive care unit between 2002 and 2011 at a US teaching hospital CM Sauer, J Dong, LA Celi, D Ramazzotti Cancer Research and Treatment: Official Journal of Korean Cancer Association …, 2019 | 35 | 2019 |
| Understanding critically ill sepsis patients with normal serum lactate levels: results from US and European ICU cohorts CM Sauer, J Gómez, MR Botella, DR Ziehr, WM Oldham, G Gavidia, ... Scientific reports 11 (1), 20076, 2021 | 28 | 2021 |
| Effect of long term aspirin use on the incidence of prostate cancer: A systematic review and meta-analysis CM Sauer, DT Myran, CE Costentin, G Zwisler, T Safder, ... Critical Reviews in Oncology/Hematology 132, 66-75, 2018 | 27 | 2018 |
| Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients A Dauvin, C Donado, P Bachtiger, KC Huang, CM Sauer, D Ramazzotti, ... NPJ digital medicine 2 (1), 116, 2019 | 21 | 2019 |
| Neuroendocrine key regulator gene expression in merkel cell carcinoma E Chteinberg, CM Sauer, D Rennspiess, L Beumers, L Schiffelers, J Eben, ... Neoplasia 20 (12), 1227-1235, 2018 | 20 | 2018 |
| Boosting clinical decision-making: machine learning for intensive care unit discharge CV Cosgriff, LA Celi, CM Sauer Annals of the American Thoracic Society 15 (7), 804-805, 2018 | 9 | 2018 |
| Merkel cell carcinoma: cutaneous manifestation of a highly malignant pre-/pro-B cell neoplasia? Novel concept about the cellular origin of Merkel cell carcinoma CM Sauer, E Chteinberg, D Rennspiess, AK Kurz, A Zur Hausen Der Hautarzt 68, 204-210, 2017 | 8 | 2017 |
| Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients J Verhaeghe, T De Corte, CM Sauer, T Hendriks, OWM Thijssens, ... International Journal of Medical Informatics 175, 105086, 2023 | 6 | 2023 |
| Why federated learning will do little to overcome the deeply embedded biases in clinical medicine CM Sauer, G Pucher, LA Celi Intensive Care Medicine, 1-3, 2024 | 1 | 2024 |
| Development and clinical implementation of real-time decision support tools for ICU discharge PJ Thoral, A de Hond, CM Sauer, DP de Bruin, M Fornasa, S Arbous, ... Journal of Critical Care 81, 154558, 2024 | | 2024 |
| Predicting persistent fever in patients with cancer using machine learning. CM Sauer, A Brehmer, T Rostalski, MH Schuler, F Nensa, HC Reinhardt, ... Journal of Clinical Oncology 42 (16_suppl), e13552-e13552, 2024 | | 2024 |
| Establishing medical intelligence-leveraging FHIR to improve clinical management A Brehmer, CM Sauer, J Salazar, K Hermann, M Kim, J Keyl, FH Bahnsen, ... Journal of Critical Care 81, 154553, 2024 | | 2024 |
| Impact of life-sustaining therapies on critically ill patients with cancer. K Shah, J Matos, T Struja, J Svoboda, L Celi, CM Sauer Journal of Clinical Oncology 41 (16_suppl), e13590-e13590, 2023 | | 2023 |
| Advanced analytics to improve patient outcomes: Leveraging real-world evidence CM Sauer | | 2022 |
| Radical versus partial nephrectomy and survival from stage T1 renal cell carcinoma in three prospective cohorts CM Sauer, SC Markt, LA Mucci, A Sanchez, SL Chang, RE Graff, ... medRxiv, 2021.10. 17.21265105, 2021 | | 2021 |
| Expression of Neuroendocrine Key Regulators in Merkel cell carcinoma E Chteinberg, C Sauer, D Rennspiess, V Winnepenninckx, AK Kurz, ... LABORATORY INVESTIGATION 98, 196-196, 2018 | | 2018 |
