Shickel, Benjamin

1. Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning
   2017/08/04 by Benjamin Shickel, Martin Heesacker, Shickel, Benjamin +5 · 2 citations
   Computer Science · Psychology · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Mental Health via Writing #Sentiment Analysis and Opinion Mining
2. Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks
   2020/04/27 by Shickel, Benjamin, Loftus, Tyler J., Ruppert, Matthew +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention
   2024/01/23 by Muhammad Ali Imran, Imran, Muhammad, Jonathan R. Krebs +21 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Aortic aneurysm repair treatments #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
4. APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model
   2023/11/03 by Miguel Á. Contreras, Contreras, Miguel, Brandon Silva +19 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Sepsis Diagnosis and Treatment
5. Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision
   2024/04/10 by Yingbo Ma, Suraj Kolla, Ma, Yingbo +25 · 1 citation
   Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Medical Coding and Health Information