Assessing the role of clinical summarization and patient chart review within communications, medical management, and diagnostics
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
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| _version_ | 1866914884837441536 |
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| author | Lee, Chanseo Vogt, Kimon-Aristotelis Kumar, Sonu |
| author_facet | Lee, Chanseo Vogt, Kimon-Aristotelis Kumar, Sonu |
| contents | Effective summarization of unstructured patient data in electronic health records (EHRs) is crucial for accurate diagnosis and efficient patient care, yet clinicians often struggle with information overload and time constraints. This review dives into recent literature and case studies on both the significant impacts and outstanding issues of patient chart review on communications, diagnostics, and management. It also discusses recent efforts to integrate artificial intelligence (AI) into clinical summarization tasks, and its transformative impact on the clinician's potential, including but not limited to reductions of administrative burden and improved patient-centered care. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_16905 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Assessing the role of clinical summarization and patient chart review within communications, medical management, and diagnostics Lee, Chanseo Vogt, Kimon-Aristotelis Kumar, Sonu Computers and Society Artificial Intelligence Human-Computer Interaction Effective summarization of unstructured patient data in electronic health records (EHRs) is crucial for accurate diagnosis and efficient patient care, yet clinicians often struggle with information overload and time constraints. This review dives into recent literature and case studies on both the significant impacts and outstanding issues of patient chart review on communications, diagnostics, and management. It also discusses recent efforts to integrate artificial intelligence (AI) into clinical summarization tasks, and its transformative impact on the clinician's potential, including but not limited to reductions of administrative burden and improved patient-centered care. |
| title | Assessing the role of clinical summarization and patient chart review within communications, medical management, and diagnostics |
| topic | Computers and Society Artificial Intelligence Human-Computer Interaction |
| url | https://arxiv.org/abs/2407.16905 |