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Assessment of electronic health record for cancer research and patient care through a sco** review of cancer natural language processing
PURPOSE The advancement of natural language processing (NLP) has promoted the use
of detailed textual data in electronic health records (EHRs) to support cancer research and …
of detailed textual data in electronic health records (EHRs) to support cancer research and …
[HTML][HTML] A frame semantic overview of NLP-based information extraction for cancer-related EHR notes
Objective There is a lot of information about cancer in Electronic Health Record (EHR) notes
that can be useful for biomedical research provided natural language processing (NLP) …
that can be useful for biomedical research provided natural language processing (NLP) …
PathologyBERT-pre-trained vs. a new transformer language model for pathology domain
Pathology text mining is a challenging task given the reporting variability and constant new
findings in cancer sub-type definitions. However, successful text mining of a large pathology …
findings in cancer sub-type definitions. However, successful text mining of a large pathology …
[HTML][HTML] Automatic classification of cancer pathology reports: a systematic review
Pathology reports primarily consist of unstructured free text and thus the clinical information
contained in the reports is not trivial to access or query. Multiple natural language …
contained in the reports is not trivial to access or query. Multiple natural language …
[HTML][HTML] Fine-tuning language model embeddings to reveal domain knowledge: An explainable artificial intelligence perspective on medical decision making
Integrating large language models (LLMs) to retrieve targeted medical knowledge from
electronic health records enables significant advancements in medical research. However …
electronic health records enables significant advancements in medical research. However …
Learning health system for breast cancer: pilot project experience
MN Levine, G Alexander, A Sathiyapalan… - JCO clinical cancer …, 2019 - ascopubs.org
PURPOSE Clinicians need accurate and timely information on the impact of treatments on
patient outcomes. The electronic health record (EHR) offers the potential for insight into real …
patient outcomes. The electronic health record (EHR) offers the potential for insight into real …
Natural language processing systems for pathology parsing in limited data environments with uncertainty estimation
Objective Cancer is a leading cause of death, but much of the diagnostic information is
stored as unstructured data in pathology reports. We aim to improve uncertainty estimates of …
stored as unstructured data in pathology reports. We aim to improve uncertainty estimates of …
The impact of frequent cystoscopy on surgical care and cancer outcomes among patients with low‐risk, non–muscle‐invasive bladder cancer
Background Surveillance recommendations for patients with low‐risk, non–muscle‐invasive
bladder cancer (NMIBC) are based on limited evidence. The objective of this study was to …
bladder cancer (NMIBC) are based on limited evidence. The objective of this study was to …
Existing trends and applications of artificial intelligence in urothelial cancer: a sco** review
S Malik, J Wu, N Bodnariuc, K Narayana… - Canadian …, 2023 - pmc.ncbi.nlm.nih.gov
INTRODUCTION The use of artificial intelligence (AI) in urology is gaining significant
traction. While previous reviews of AI applications in urology exist, there have been few …
traction. While previous reviews of AI applications in urology exist, there have been few …
[HTML][HTML] Natural language processing for surveillance of cervical and anal cancer and precancer: algorithm development and split-validation study
CR Oliveira, P Niccolai, AM Ortiz… - JMIR medical …, 2020 - medinform.jmir.org
Background Accurate identification of new diagnoses of human papillomavirus–associated
cancers and precancers is an important step toward the development of strategies that …
cancers and precancers is an important step toward the development of strategies that …