Data science in healthcare: techniques, challenges and opportunities

P Devi, KL Bansal - Health and Technology, 2024 - Springer
Purpose Integrating data science techniques in healthcare has emerged as a transformative
force and holds immense potential for improving patient outcomes, enhancing operational …

[HTML][HTML] Identifying caregiver availability using medical notes with rule-based natural language processing: retrospective cohort study

E Mahmoudi, W Wu, C Najarian, J Aikens, J Bynum… - JMIR aging, 2022 - aging.jmir.org
Background: Identifying caregiver availability, particularly for patients with dementia or those
with a disability, is critical to informing the appropriate care planning by the health systems …

Generate descriptions of medical dialogues through two-layers Transformer-based summarization

GE Abanoub, AM Fawzy, RR Waly… - 2023 Intelligent …, 2023 - ieeexplore.ieee.org
This paper presents a two-layer transformer-based summarization approach for generating
descriptions of medical dialogues, with a focus on the concept that using small amounts of …