Pathology Sampling Based Tumor Recognition in Whole-slide Histology Image with Deep Learning Approaches. February 25, 2021
Neurology | Radiology Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs. February 2, 2021
Biomedical Science | Clinical Narratives | Medical Informatics | NLP The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study. December 3, 2020
Neurology | Radiology U-net combined with CRF and anatomical based spatial features to segment white matter hyperintensities. October 6, 2020
Clinical Decision Making | Clinical Text Data Mining | Information Extraction | Medical Knowledge Base Construction Chinese Clinical Named Entity Recognition in Electronic Medical Records: Development of a Lattice Long Short-Term Memory Model With Contextualized Character Representations. September 4, 2020
Clinical Informatics | Natural Language Processing | Radiology Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning. June 20, 2020
Bioinformatics | Computational Biology | Molecular Biology SIGNAL-3L 3.0: IMPROVING SIGNAL PEPTIDE PREDICTION THROUGH COMBINING ATTENTION DEEP LEARNING WITH WINDOW-BASED SCORING. June 5, 2020
Medical Informatics | Natural Language Processing Neural negated entity recognition in Spanish electronic health records. April 16, 2020
Bioinformatics | Biomedical DTranNER: biomedical named entity recognition with deep learning-based label-label transition model. February 12, 2020
Biomedical Informatics | Deep Learning | Named Entity Recognition Combinatorial feature embedding based on CNN and LSTM for biomedical named entity recognition. January 31, 2020
Medicine | Pharmacology Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels. December 23, 2019
Biomedical | Clinical Informatics | Pharmacovigilance A two-stage deep learning approach for extracting entities and relationships from medical texts. September 23, 2019