Bokai Zhao
YOU?
Author Swipe
View article: MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification
MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification Open
Nucleus detection and classification (NDC) in histopathology analysis is a fundamental task that underpins a wide range of high-level pathology applications. However, existing methods heavily rely on labor-intensive nucleus-level annotatio…
View article: Prediction of pharmacist medication interventions using medication regimen complexity
Prediction of pharmacist medication interventions using medication regimen complexity Open
Background Critically ill patients are managed with complex medication regimens that require medication management to optimize safety and efficacy. When performed by a critical care pharmacist (CCP), discrete medication management activiti…
View article: Augmenting Mortality Prediction in Critically Ill Adults With Medication Data and Machine Learning Models
Augmenting Mortality Prediction in Critically Ill Adults With Medication Data and Machine Learning Models Open
BACKGROUND: Mortality prediction in ICU adults is only marginally improved when medication regimen complexity (MRC) data is incorporated into traditional regression models. Machine learning (ML) may improve this prediction. OBJECTIVE: To c…
View article: Swin‐fisheye: Object detection for fisheye images
Swin‐fisheye: Object detection for fisheye images Open
Fisheye cameras have been widely used in autonomous navigation, visual surveillance, and automatic driving. Due to severe geometric distortion, fisheye images cannot be processed effectively by conventional methods. The existing object det…
View article: Machine learning based prediction of prolonged duration of mechanical ventilation incorporating medication data
Machine learning based prediction of prolonged duration of mechanical ventilation incorporating medication data Open
Rationale: Duration of mechanical ventilation is associated with adverse outcomes in critically ill patients and increased use of resources. The increasing complexity of medication regimens has been associated with increased mortality, len…
View article: PharmacyGPT: The AI Pharmacist
PharmacyGPT: The AI Pharmacist Open
In this study, we introduce PharmacyGPT, a novel framework to assess the capabilities of large language models (LLMs) such as ChatGPT and GPT-4 in emulating the role of clinical pharmacists. Our methodology encompasses the utilization of L…