Mary Saltz
Publications by Year
Research Areas
COVID-19 Clinical Research Studies, Machine Learning in Healthcare, Opioid Use Disorder Treatment, Long-Term Effects of COVID-19, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → A Containerized Software System for Generation, Management, and Exploration of Features from Whole Slide Tissue Images(2017)63 cited
- → Association of Proteinuria and Hematuria with Acute Kidney Injury and Mortality in Hospitalized Patients with COVID-19(2020)60 cited
- → Association of Early Aspirin Use With In-Hospital Mortality in Patients With Moderate COVID-19(2022)59 cited
- Towards Generation, Management, and Exploration of Combined Radiomics and Pathomics Datasets for Cancer Research.(2017)
- Social Media Based Analysis of Opioid Epidemic Using Reddit.(2018)
- Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.(2019)
- → Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning(2021)49 cited
- → SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation(2020)48 cited
- → Identifying risk of opioid use disorder for patients taking opioid medications with deep learning(2021)45 cited
- → Learning Topological Interactions for Multi-Class Medical Image Segmentation(2022)34 cited