| Triethylborane-initiated radical chain fluorination: a synthetic method derived from mechanistic insight CR Pitts, B Ling, R Woltornist, R Liu, T Lectka The Journal of Organic Chemistry 79 (18), 8895-8899, 2014 | 79 | 2014 |
| Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU R Liu, JL Greenstein, SJ Granite, JC Fackler, MM Bembea, SV Sarma, ... Scientific reports 9 (1), 1-9, 2019 | 68 | 2019 |
| Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU R Liu, JL Greenstein, SV Sarma, RL Winslow 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 32 | 2019 |
| Association of Intraoperative Opioid Administration With Postoperative Pain and Opioid Use LASC Mercado, R Liu, KM Bharadwaj, JJ Johnson, R Gutierrez, P Das, ... JAMA surgery, 2023 | 27 | 2023 |
| Spectral clustering of risk score trajectories stratifies sepsis patients by clinical outcome and interventions received R Liu, JL Greenstein, JC Fackler, MM Bembea, RL Winslow eLife 9 (e58142), 2020 | 21 | 2020 |
| Computational Signatures for Post-Cardiac Arrest Trajectory Prediction: Importance of Early Physiological Time Series HB Kim, HT Nguyen, Q Jin, S Tamby, TG Romer, E Sung, R Liu, ... Anaesthesia Critical Care & Pain Medicine, 101015, 2021 | 13* | 2021 |
| Prediction of impending septic shock in children with sepsis R Liu, JL Greenstein, JC Fackler, J Bergmann, MM Bembea, RL Winslow Critical Care Explorations 3 (6), e0442, 2021 | 11* | 2021 |
| Offline reinforcement learning with uncertainty for treatment strategies in sepsis R Liu, JL Greenstein, JC Fackler, J Bergmann, MM Bembea, RL Winslow arXiv preprint arXiv:2107.04491, 2021 | 10 | 2021 |
| " good robot! now watch this!": Repurposing reinforcement learning for task-to-task transfer A Hundt, A Murali, P Hubli, R Liu, N Gopalan, M Gombolay, GD Hager 5th Annual Conference on Robot Learning, 2021 | 8 | 2021 |
| Competition between C–C and C–H Bond Fluorination: A Continuum of Electron Transfer and Hydrogen Atom Transfer Mechanisms M Wang, R Rowshanpour, L Guan, J Ruskin, PM Nguyen, Y Wang, ... Journal of the American Chemical Society 145 (41), 22442-22455, 2023 | 3 | 2023 |
| Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings R Liu, R Gutiérrez, RV Mather, TAD Stone, LASC Mercado, K Bharadwaj, ... npj Digital Medicine 6 (1), 209, 2023 | 2 | 2023 |
| Age-Dependent Electroencephalogram Features in Infants Under Spinal Anesthesia Appear to Mirror Physiologic Sleep in the Developing Brain: A Prospective Observational Study LASC Mercado, JM Lee, R Liu, H Deng, JJ Johnson, AL Chen, M He, ... Anesthesia & Analgesia 137 (6), 1241-1249, 2023 | 1 | 2023 |
| An application for early prediction of pending septic shock RL Winslow, SV Sarma, R Liu US Patent App. 16/636,396, 2020 | 1 | 2020 |
| Development and multicentre validation of the FLEX score: personalised preoperative surgical risk prediction using attention-based ICD-10 and Current Procedural Terminology set … R Liu, TAD Stone, P Raje, RV Mather, LASC Mercado, K Bharadwaj, ... British Journal of Anaesthesia, 2024 | | 2024 |
| Early diagnosis and treatment methods for pending septic shock RL Winslow, SV Sarma, R Liu US Patent App. 17/982,076, 2023 | | 2023 |
| A data-driven basis for clinical recommendations on sepsis and septic shock R Liu Johns Hopkins University, 2021 | | 2021 |
Raimond L WinslowThe Johns Hopkins UniversityVerified email at jhu.edu
