Deep learning model for multi-classification of infectious diseases from unstructured electronic medical records

Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of Femoral Head

(2020) Yang Li et al.   IEEE Journal of Biomedical and Health Informatics

Automated classification of building information modeling (BIM) case studies by BIM use based on natural language processing (NLP) and unsupervised learning

(2019) Namcheol Jung et al.   ADVANCED ENGINEERING INFORMATICS

Document-level attention-based BiLSTM-CRF incorporating disease dictionary for disease named entity recognition

(2019) Kai Xu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Using Artificial Intelligence to Revise ACR TI-RADS Risk Stratification of Thyroid Nodules: Diagnostic Accuracy and Utility

(2019) Benjamin Wildman-Tobriner et al.   RADIOLOGY

Multi-Class Neural Networks to Predict Lung Cancer

(2019) Juliet Rani Rajan et al.   JOURNAL OF MEDICAL SYSTEMS

CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm

(2019) Mohammad Samie Tootooni et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An information supply chain system view for managing rare infectious diseases: The need to improve timeliness

(2018) Venugopal Gopalakrishna-Remani et al.   INFORMATION & MANAGEMENT

Optimizing Autoencoders for Learning Deep Representations from Health Data

(2018) Chongyu Zhou et al.   IEEE Journal of Biomedical and Health Informatics

Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram

(2018) Zachi I. Attia et al.   NATURE MEDICINE

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Improving sentiment analysis via sentence type classification using BiLSTM-CRF and CNN

(2017) Tao Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Epidemiological features of and changes in incidence of infectious diseases in China in the first decade after the SARS outbreak: an observational trend study

(2017) Shigui Yang et al.   LANCET INFECTIOUS DISEASES

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Machine Learning and Data Mining Methods in Diabetes Research

(2017) Ioannis Kavakiotis et al.   Computational and Structural Biotechnology Journal

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Classification of infectious diseases based on chemiluminescent signatures of phagocytes in whole blood

(2011) Daria Prilutsky et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Emergence and control of infectious diseases in China

(2008) Longde Wang et al.   LANCET