Current challenges and future opportunities for XAI in machine learning-based clinical decision support systems: a systematic review
Machine Learning and Artificial Intelligence (AI) more broadly have great immediate and
future potential for transforming almost all aspects of medicine. However, in many …
future potential for transforming almost all aspects of medicine. However, in many …
Determinants of implementing artificial intelligence-based clinical decision support tools in healthcare: a scoping review protocol
Introduction Artificial intelligence (AI), the simulation of human intelligence processes by
machines, is being increasingly leveraged to facilitate clinical decision-making. AI-based …
machines, is being increasingly leveraged to facilitate clinical decision-making. AI-based …
Classification and diagnostic prediction of breast cancer metastasis on clinical data using machine learning algorithms
M Botlagunta, MD Botlagunta, MB Myneni… - Scientific Reports, 2023 - nature.com
Abstract Metastatic Breast Cancer (MBC) is one of the primary causes of cancer-related
deaths in women. Despite several limitations, histopathological information about the …
deaths in women. Despite several limitations, histopathological information about the …
Transparency of artificial intelligence in healthcare: insights from professionals in computing and healthcare worldwide
Although it is widely assumed that Artificial Intelligence (AI) will revolutionise healthcare in
the near future, considerable progress must yet be made in order to gain the trust of …
the near future, considerable progress must yet be made in order to gain the trust of …
Smart educational tools and learning management systems: supportive framework
Owing to the fast pace of growing educational needs, the deployment of smart educational
tools along with highly productive and effective learning management systems are of …
tools along with highly productive and effective learning management systems are of …
A clinical decision support system for predicting invasive breast cancer recurrence: Preliminary results
R Massafra, A Latorre, A Fanizzi, R Bellotti… - Frontiers in …, 2021 - frontiersin.org
The mortality associated to breast cancer is in many cases related to metastasization and
recurrence. Personalized treatment strategies are critical for the outcomes improvement of …
recurrence. Personalized treatment strategies are critical for the outcomes improvement of …
Predicting of sentinel lymph node status in breast cancer patients with clinically negative nodes: A validation study
Simple Summary Sentinel lymph node biopsy procedure is time consuming and expensive,
but it is still the intra-operative exam capable of the best performance. However, sometimes …
but it is still the intra-operative exam capable of the best performance. However, sometimes …
Future of biomarker evaluation in the realm of artificial intelligence algorithms: application in improved therapeutic stratification of patients with breast and prostate …
J Fitzgerald, D Higgins, CM Vargas, W Watson… - Journal of Clinical …, 2021 - jcp.bmj.com
Clinical workflows in oncology depend on predictive and prognostic biomarkers. However,
the growing number of complex biomarkers contributes to costly and delayed decision …
the growing number of complex biomarkers contributes to costly and delayed decision …
Application of artificial intelligence techniques to predict risk of recurrence of breast cancer: a systematic review
Breast cancer is the most common disease among women, with over 2.1 million new
diagnoses each year worldwide. About 30% of patients initially presenting with early stage …
diagnoses each year worldwide. About 30% of patients initially presenting with early stage …
[HTML][HTML] Ten topics to get started in medical informatics research
M Wolfien, N Ahmadi, K Fitzer, S Grummt… - Journal of Medical …, 2023 - jmir.org
The vast and heterogeneous data being constantly generated in clinics can provide great
wealth for patients and research alike. The quickly evolving field of medical informatics …
wealth for patients and research alike. The quickly evolving field of medical informatics …