| Machine learning in medicine: a practical introduction to techniques for data pre-processing, hyperparameter tuning, and model comparison A Pfob, SC Lu, C Sidey-Gibbons BMC medical research methodology 22 (1), 282, 2022 | 37 | 2022 |
| On the importance of Interpretable Machine Learning Predictions to Inform Clinical Decision Making in Oncology SC Lu, CL Swisher, C Chung, D Jaffray, C Sidey-Gibbons Frontiers in Oncology 13, 780, 2023 | 35 | 2023 |
| Using ADDIE model to develop a nursing information system training program for new graduate nurse SC Lu, YC Cheng, PT Chan Nursing informatics 2016, 969-970, 2016 | 35 | 2016 |
| Machine learning–based short-term mortality prediction models for patients with cancer using electronic health record data: systematic review and critical appraisal SC Lu, C Xu, CH Nguyen, Y Geng, A Pfob, C Sidey-Gibbons JMIR medical informatics 10 (3), e33182, 2022 | 28 | 2022 |
| Novel machine learning approach for the prediction of hernia recurrence, surgical complication, and 30-day readmission after abdominal wall reconstruction AM Hassan, SC Lu, M Asaad, J Liu, AC Offodile, C Sidey-Gibbons, ... Journal of the American College of Surgeons 234 (5), 918-927, 2022 | 27 | 2022 |
| Contrast of digital and health literacy between IT and health care specialists highlights the importance of multidisciplinary teams for digital health—a pilot study A Pfob, C Sidey-Gibbons, M Schuessler, SC Lu, C Xu, P Dubsky, ... JCO Clinical Cancer Informatics 5, 734-745, 2021 | 19 | 2021 |
| Effectiveness of routine provision of feedback from patient‐reported outcome measurements for cancer care improvement: a systematic review and meta-analysis SC Lu, I Porter, JM Valderas, CJ Harrison, C Sidey-Gibbons Journal of Patient-Reported Outcomes 7 (1), 54, 2023 | 15 | 2023 |
| The importance of multi-modal imaging and clinical information for humans and AI-based algorithms to classify breast masses (INSPiRED 003): an international, multicenter analysis A Pfob, C Sidey-Gibbons, RG Barr, V Duda, Z Alwafai, C Balleyguier, ... European radiology 32 (6), 4101-4115, 2022 | 15 | 2022 |
| The use of machine learning for predicting complications of free-flap head and neck reconstruction M Asaad, SC Lu, AM Hassan, P Kambhampati, D Mitchell, EI Chang, P Yu, ... Annals of surgical oncology 30 (4), 2343-2352, 2023 | 13 | 2023 |
| Effectiveness and minimum effective dose of app-based mobile health interventions for anxiety and depression symptom reduction: systematic review and meta-analysis SC Lu, M Xu, M Wang, A Hardi, AL Cheng, SH Chang, PY Yen JMIR Mental Health 9 (9), e39454, 2022 | 13 | 2022 |
| Intelligent multi-modal shear wave elastography to reduce unnecessary biopsies in breast cancer diagnosis (INSPiRED 002): a retrospective, international, multicentre analysis A Pfob, C Sidey-Gibbons, RG Barr, V Duda, Z Alwafai, C Balleyguier, ... European Journal of Cancer 177, 1-14, 2022 | 12 | 2022 |
| Public health nurse tailored home visiting and parenting behavior for families at risk for referral to child welfare services, Colorado: 2018–2019 JD Huling, RR Austin, SC Lu, MM Doran, VJ Swarr, KA Monsen American journal of public health 112 (S3), S306-S313, 2022 | 12 | 2022 |
| Toward clinical adoption of standardized mHealth solutions: the feasibility of using MyStrengths+ MyHealth consumer-generated health data for knowledge discovery RR Austin, MA Mathiason, SC Lu, RA Lindquist, SK McMahon, ... CIN: Computers, Informatics, Nursing 40 (2), 71-79, 2022 | 11 | 2022 |
| Frailty and social and behavioral determinants of health: algorithm refinement and pattern validation SC Lu, MA Mathiason, KA Monsen Journal of gerontological nursing 48 (4), 41-48, 2022 | 9 | 2022 |
| The Study of Smartphone Usage Competency Assessment and Training for the Elderly SC Lu, TN Wen, PL Chang | 9 | 2017 |
| Predicting 180-day mortality for women with ovarian cancer using machine learning and patient-reported outcome data CJ Sidey-Gibbons, C Sun, A Schneider, SC Lu, K Lu, A Wright, L Meyer Scientific reports 12 (1), 21269, 2022 | 7 | 2022 |
| Translation and validation of the Omaha System into English language simplified Omaha System terms. RR Austin, CL Martin, CR Jones, SC Lu, R Jantraporn, I Nestrasil, ... KONTAKT-Journal of Nursing & Social Sciences related to Health & Illness 24 (1), 2022 | 7 | 2022 |
| Machine learning models for 180-day mortality prediction of patients with advanced cancer using patient-reported symptom data C Xu, IM Subbiah, SC Lu, A Pfob, C Sidey-Gibbons Quality of Life Research 32 (3), 713-727, 2023 | 6 | 2023 |
| Contrast of digital and health literacy between IT and Health Care Specialists highlights the importance of multidisciplinary teams for digital health—a pilot study. JCO Clin … A Pfob, C Sidey-Gibbons, M Schuessler, SC Lu, C Xu, P Dubsky, ... | 6 | 2021 |
| Informatics and artificial intelligence approaches that promote use of integrative health therapies in nursing practice: A scoping review SC Lu, C Delaney, MF Tracy, CL Chi, K Monsen OBM Integrative and Complementary Medicine 5 (1), 1-22, 2020 | 6 | 2020 |
Chris GibbonsAssociate Professor, MD Anderson Cancer CenterVerified email at mdanderson.org