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Andrew Crane-Droesch
Andrew Crane-Droesch
University of Pennsylvania Health System
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Cited by
Year
Machine learning methods for crop yield prediction and climate change impact assessment in agriculture
A Crane-Droesch
Environmental Research Letters 13 (11), 114003, 2018
3642018
Heterogeneous global crop yield response to biochar: a meta-regression analysis
A Crane-Droesch, S Abiven, S Jeffery, MS Torn
Environmental Research Letters 8 (4), 044049, 2013
3532013
Locally informed simulation to predict hospital capacity needs during the COVID-19 pandemic
GE Weissman, A Crane-Droesch, C Chivers, TB Luong, A Hanish, ...
Annals of internal medicine 173 (1), 21-28, 2020
3302020
Agricultural resources and environmental indicators, 2019
D Hellerstein, D Vilorio
672019
Technology Diffusion, Outcome Variability, and Social Learning: Evidence from a Field Experiment in Kenya
A Crane-Droesch
American Journal of Agricultural Economics, 2017
372017
Climate change and agricultural risk management into the 21st century
A Crane-Droesch, E Marshall, S Rosch, A Riddle, J Cooper, S Wallander
Economic Research Report, 2019
192019
Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information
ZN Flamholz, A Crane-Droesch, LH Ungar, GE Weissman
Journal of biomedical informatics 125, 103971, 2022
132022
Semiparametric panel data models using neural networks
A Crane-Droesch
arXiv preprint arXiv:1702.06512, 2017
132017
Association of unit census with delays in antimicrobial initiation among ward patients with hospital-acquired sepsis
JC Ginestra, R Kohn, RA Hubbard, A Crane-Droesch, SD Halpern, ...
Annals of the American Thoracic Society 19 (9), 1525-1533, 2022
52022
Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians’ encounter notes
JA Martin, A Crane-Droesch, FC Lapite, JC Puhl, TE Kmiec, JA Silvestri, ...
Journal of the American Medical Informatics Association 29 (1), 109-119, 2022
42022
Using deep learning to model potential impacts of geoengineering via solar radiation management on US agriculture
A Crane-Droesch, B Kravitz, JT Abatzoglou
AGU Fall Meeting Abstracts 2018, GC11I-1011, 2018
42018
Climate change projected to increase cost of the federal crop insurance program due to greater insured value and yield variability
A Crane-Droesch, E Marshall, S Rosch, S Wallander
Amber Waves: The Economics of Food, Farming, Natural Resources, and Rural …, 2019
32019
1406: Association of time of day with antimicrobial start for ward patients with hospital-acquired sepsis
R Kohn, J Ginestra, R Hubbard, C Auriemma, M Patel, G Anesi, ...
Critical Care Medicine 50 (1), 705, 2022
22022
Predictive Performance and Algorithmic Equity in a Comprehensive Primary Care Plus Two-Step Risk Stratification Program
GE Weissman, A Crane-Droesch, A Hanish, C Chivers, JT Howell, ...
Palliative and Advanced Ilness Research Center (PAIR), University of …, 2023
12023
Detecting goals of care conversations in clinical notes with active learning
D Weissenbacher, K Courtright, S Rawal, A Crane-Droesch, K O’Connor, ...
Journal of Biomedical Informatics, 104618, 2024
2024
Association of Antibiotic Ordering and Administration Delays with Patient Outcomes in Hospital-Acquired Sepsis
JC Ginestra, R Kohn, A Crane-Droesch, MP Kerlin, GE Weissman
B16. TOPICS IN CRITICAL CARE: SEPSIS, PALLIATIVE CARE, AND DECISION-MAKING …, 2022
2022
An Automated Population Screening Tool to Identify Depression Among People Living with Chronic Lung Disease Using Structured and Unstructured Clinical Data
GE Weissman, TE Kmiec, J Puhl, NS Bishop, JA Silvestri, S Sewell, ...
C102. USING ANALOG OR TECHNOLOGY TOOLS TO EVALUATE AND INTERVENE TO IMPROVE …, 2022
2022
Content Summaries of Best Papers for the Natural Lan-guage Processing Section of the 2022 IMIA Yearbook
ZN Flamholz, A Crane-Droesch, LH Ungar, GE Weissman
J Biomed Inform 125, 103971, 2022
2022
Clinical Acumen or Biased Clinicians? Locating Racial Disparity in a Comprehensive Primary Care Plus Two-Step Risk Stratification Program
A Crane-Droesch, A Hanish, A Morgan, C Chivers, JT Howell, M Peifer, ...
2021 Annual Research Meeting, 2021
2021
Time to Antibiotics in Hospital-Acquired Sepsis Using Adult Sepsis Event Criteria
JC Ginestra, R Kohn, A Crane-Droesch, P Junker, MP Kerlin, ...
TP19. TP019 QUALITY, PROCESS, AND OUTCOMES IN ACUTE AND CRITICAL CARE, A1686 …, 2021
2021
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