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| 37987017 | Epistasis regulates genetic control of cardiac hypertrophy. | medRxiv | 2024 |
| 36263851 | Identification of Symptom Phenotypes of Hand Osteoarthritis Using Hierarchical Clustering: Results From the DIGICOD Cohort. | Arthritis Care Res (Hoboken) | 2023 |
| 37627817 | Development of a Machine Learning Model of Postoperative Acute Kidney Injury Using Non-Invasive Time-Sensitive Intraoperative Predictors. | Bioengineering (Basel) | 2023 |
| 37615950 | Artificial Intelligence-From Starting Pilots to Scalable Privilege. | JAMA Oncol | 2023 |
| 37789257 | Sequential regression and simulation: a method for estimating causal effects from heterogeneous clinical trials without a common control group. | BMC Med Res Methodol | 2023 |
| 37782497 | Second-Line Pharmaceutical Treatments for Patients with Type 2 Diabetes. | JAMA Netw Open | 2023 |
| 37986977 | Personalizing treatment selection in Crohn's disease: a meta-analysis of individual participant data from fifteen randomized controlled trials. | medRxiv | 2023 |
| 37822534 | The promise of digital healthcare technologies. | Front Public Health | 2023 |
| 37732220 | Algorithmic identification of treatment-emergent adverse events from clinical notes using large language models: a pilot study in inflammatory bowel disease. | medRxiv | 2023 |
| 37566406 | AI in Medicine-JAMA's Focus on Clinical Outcomes, Patient-Centered Care, Quality, and Equity. | JAMA | 2023 |
| 37495690 | Mammary duct luminal epithelium controls adipocyte thermogenic programme. | Nature | 2023 |
| 37187158 | Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data. | J Am Med Inform Assoc | 2023 |
| 37416449 | A certified de-identification system for all clinical text documents for information extraction at scale. | JAMIA Open | 2023 |
| 37248741 | Novel computational methods on electronic health record yields new estimates of transfusion-associated circulatory overload in populations enriched with high-risk patients. | Transfusion | 2023 |
| 37279751 | Nucleic acid biomarkers of immune response and cell and tissue damage in children with COVID-19 and MIS-C. | Cell Rep Med | 2023 |
| 36943196 | Machine-Learning Algorithm to Improve Cohort Identification in Interstitial Lung Disease. | Am J Respir Crit Care Med | 2023 |
| 37341856 | ALK Inhibitor Treatment Patterns and Outcomes in Real-World Patients with ALK-Positive Non-Small-Cell Lung Cancer: A Retrospective Cohort Study. | Target Oncol | 2023 |
| 37105396 | Serum tryptophan metabolites are associated with erosive hand osteoarthritis and pain: results from the DIGICOD cohort. | Osteoarthritis Cartilage | 2023 |
| 37205587 | Assessment of valvular function in over 47,000 people using deep learning-based flow measurements. | medRxiv | 2023 |
| 37034358 | Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study. | EClinicalMedicine | 2023 |
| 36959495 | Defining incidence and complications of fibrolamellar liver cancer through tiered computational analysis of clinical data. | NPJ Precis Oncol | 2023 |
| 36848652 | Data Sharing Enters a New Era. | Ann Intern Med | 2023 |
| 36714527 | Toward a causal model of chronic back pain: Challenges and opportunities. | Front Comput Neurosci | 2023 |
| 36398784 | Predictive Models for Length of Stay and Discharge Disposition in Elective Spine Surgery: Development, Validation, and Comparison to the ACS NSQIP Risk Calculator. | Spine (Phila Pa 1976) | 2023 |
| 36712690 | Advancing evidence-based treatment of infectious diseases in children with real-world data: Opportunities and challenges. | Front Pharmacol | 2023 |
| 36535703 | Paging the Clinical Informatics Community: Respond STAT to Dobbs v. Jackson's Women's Health Organization. | Appl Clin Inform | 2023 |
| 36735683 | Real-world performance of SARS-Cov-2 serology tests in the United States, 2020. | PLoS One | 2023 |
| 36706977 | Electrocardiogram Detection of Pulmonary Hypertension Using Deep Learning. | J Card Fail | 2023 |
| 36763574 | Real-world utilization of SARS-CoV-2 serological testing in RNA positive patients across the United States. | PLoS One | 2023 |
| 36865216 | DeepHeme: A generalizable, bone marrow classifier with hematopathologist-level performance. | bioRxiv | 2023 |
| 36862717 | Creation of an ustekinumab external control arm for Crohn's disease using electronic health records data: A pilot study. | PLoS One | 2023 |
| 34741469 | Development and Validation of a Deep Learning Strategy for Automated View Classification of Pediatric Focused Assessment With Sonography for Trauma. | J Ultrasound Med | 2022 |
| 35484610 | Deep learning from multiple experts improves identification of amyloid neuropathologies. | Acta Neuropathol Commun | 2022 |
| 36812570 | Predictability and stability testing to assess clinical decision instrument performance for children after blunt torso trauma. | PLOS Digit Health | 2022 |
| 36812515 | Open challenges in developing digital therapeutics in the United States. | PLOS Digit Health | 2022 |
| 36276634 | Trans-channel fluorescence learning improves high-content screening for Alzheimer's disease therapeutics. | Nat Mach Intell | 2022 |
| 36239699 | Early immune markers of clinical, virological, and immunological outcomes in patients with COVID-19: a multi-omics study. | Elife | 2022 |
| 36291658 | From Genes to Geography, from Cells to Community, from Biomolecules to Behaviors: The Importance of Social Determinants of Health. | Biomolecules | 2022 |
| 35132407 | Early immune responses have long-term associations with clinical, virologic, and immunologic outcomes in patients with COVID-19. | Res Sq | 2022 |
| 35046945 | Application of Machine Learning for Cytometry Data. | Front Immunol | 2022 |
| 35012625 | Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients. | Genome Biol | 2022 |
| 34979919 | Postoperative delirium prediction using machine learning models and preoperative electronic health record data. | BMC Anesthesiol | 2022 |
| 34915552 | Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis. | J Am Med Inform Assoc | 2022 |
| 35273641 | Individualized Constellation of Killer Cell Immunoglobulin-Like Receptors and Cognate HLA Class I Ligands that Controls Natural Killer Cell Antiviral Immunity Predisposes COVID-19. | Front Genet | 2022 |
| 35296530 | Use of machine learning in osteoarthritis research: a systematic literature review. | RMD Open | 2022 |
| 34837585 | Opal: an implementation science tool for machine learning clinical decision support in anesthesia. | J Clin Monit Comput | 2022 |
| 33260207 | Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers. | J Am Med Inform Assoc | 2021 |
| 33576815 | Age- and Sex-Associated Variations in the Sensitivity of Serological Tests Among Individuals Infected With SARS-CoV-2. | JAMA Netw Open | 2021 |
| 33571636 | Androgen-deprivation therapy and SARS-CoV-2 in men with prostate cancer: findings from the University of California Health System registry. | Ann Oncol | 2021 |
| 33507252 | Trials and Tribulations-11 Reasons Why We Need to Promote Clinical Trials Data Sharing. | JAMA Netw Open | 2021 |