Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)
Background and objectives Artificial intelligence (AI) has branched out to various
applications in healthcare, such as health services management, predictive medicine …
applications in healthcare, such as health services management, predictive medicine …
Natural language processing in radiology: a systematic review
Radiological reporting has generated large quantities of digital content within the electronic
health record, which is potentially a valuable source of information for improving clinical care …
health record, which is potentially a valuable source of information for improving clinical care …
Label-only membership inference attacks
Membership inference is one of the simplest privacy threats faced by machine learning
models that are trained on private sensitive data. In this attack, an adversary infers whether a …
models that are trained on private sensitive data. In this attack, an adversary infers whether a …
Membership leakage in label-only exposures
Machine learning (ML) has been widely adopted in various privacy-critical applications, eg,
face recognition and medical image analysis. However, recent research has shown that ML …
face recognition and medical image analysis. However, recent research has shown that ML …
Caveats for the use of operational electronic health record data in comparative effectiveness research
The growing amount of data in operational electronic health record systems provides
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness …
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness …
[HTML][HTML] Supporting information retrieval from electronic health records: a report of University of Michigan's nine-year experience in develo** and using the …
Objective This paper describes the University of Michigan's nine-year experience in
develo** and using a full-text search engine designed to facilitate information retrieval (IR) …
develo** and using a full-text search engine designed to facilitate information retrieval (IR) …
Automated medical coding on MIMIC-III and MIMIC-IV: a critical review and replicability study
Medical coding is the task of assigning medical codes to clinical free-text documentation.
Healthcare professionals manually assign such codes to track patient diagnoses and …
Healthcare professionals manually assign such codes to track patient diagnoses and …
[HTML][HTML] LSE–Lancet Commission on the future of the NHS: re-laying the foundations for an equitable and efficient health and care service after COVID-19
The UK has recorded one of the highest death rates associated with COVID-19 globally,
whether measured as deaths that are directly attributable to COVID-19 or by excess …
whether measured as deaths that are directly attributable to COVID-19 or by excess …
[BOOK][B] Clinical text mining: Secondary use of electronic patient records
H Dalianis - 2018 - library.oapen.org
Hercules Dalianis Secondary Use of Electronic Patient Records Page 1 Hercules Dalianis
Clinical Text Mining Secondary Use of Electronic Patient Records Page 2 Clinical Text …
Clinical Text Mining Secondary Use of Electronic Patient Records Page 2 Clinical Text …
Entrepreneurship in rural hospitality and tourism. A systematic literature review of past achievements and future promises
A Thirumalesh Madanaguli, P Kaur… - International Journal of …, 2021 - emerald.com
Purpose Entrepreneurship in the rural hospitality and tourism sector (RHT) has received
wide attention in the past decade. However, a systematic review on this topic is currently …
wide attention in the past decade. However, a systematic review on this topic is currently …