Artificial intelligence on diagnostic aid of leprosy: a systematic literature review

JRN Fernandes, AS Teles, TRS Fernandes… - Journal of Clinical …, 2023 - mdpi.com
Leprosy is a neglected tropical disease that can cause physical injury and mental disability.
Diagnosis is primarily clinical, but can be inconclusive due to the absence of initial …

A socio-technical approach to trustworthy semantic biomedical content generation and sharing

A Abbas, T Hameed, F Keshtkar, S Kadry… - Information …, 2024 - Elsevier
The rapid growth of online biomedical content has presented a notable challenge in
delivering timely and precise semantic annotations. Semantic annotations play a crucial role …

Bi-LSTM-CRF network for clinical event extraction with medical knowledge features

S Zhang, Y Li, S Li, F Yan - IEEE Access, 2022 - ieeexplore.ieee.org
Extracting clinical event expressions and their types from clinical text is a fundamental task
for many applications in clinical NLP. State-of-the-art systems need handcraft features and …

Transformer-based active learning for multi-class text annotation and classification

M Afzal, J Hussain, A Abbas, M Hussain… - Digital …, 2024 - journals.sagepub.com
Objective Data-driven methodologies in healthcare necessitate labeled data for effective
decision-making. However, medical data, particularly in unstructured formats, such as …

Clinical concept annotation with contextual word embedding in active transfer learning environment

A Abbas, M Lee, N Shanavas, V Kovatchev - Digital Health, 2024 - journals.sagepub.com
Objective The study aims to present an active learning approach that automatically extracts
clinical concepts from unstructured data and classifies them into explicit categories such as …

[图书][B] Medical Data Analysis and Processing Using Explainable Artificial Intelligence

OP Jena, M Panda, U Kose - 2023 - books.google.com
The text presents concepts of explainable artificial intelligence (XAI) in solving real world
biomedical and healthcare problems. It will serve as an ideal reference text for graduate …

Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm

NM Kollapally, J Geller - arXiv preprint arXiv:2302.03822, 2023 - arxiv.org
Clinical factors account only for a small portion, about 10-30%, of the controllable factors that
affect an individual's health outcomes. The remaining factors include where a person was …

Proficient Annotation Recommendation in a Biomedical Content Authoring Environment

A Abbas, S Mbouadeu, A Bisram, N Iqbal… - … Knowledge Graphs and …, 2022 - Springer
Given the ubiquity of unstructured biomedical data, significant obstacles still remain in
achieving accurate and fast access to online biomedical content. Accompanying semantic …

Biomedical scholarly article editing and sharing using holistic semantic uplifting approach

A Abbas, SF Mbouadeu, F Keshtkar… - The International …, 2022 - journals.flvc.org
Efficient practices to provide access to biomedical publications facilitate the timely transfer of
information from the scientific research community to peer investigators and other healthcare …

Personalized Semantic Annotation Recommendations on Biomedical Content Through an Expanded Socio-Technical Approach [Personalized Semantic Annotation …

A Abbas, S Mbouadeu, T Hameed… - … on Biomedical Content …, 2023 - par.nsf.gov
There are huge on-going challenges to timely access of accurate online biomedical content
due to exponential growth of unstructured biomedical data. Therefore, semantic annotations …