InsightSleepNet: the interpretable and uncertainty-aware deep learning network for sleep staging using continuous Photoplethysmography
Authors (first, second and last of 4)
This is part of 2 collections:
Volume 24, issue 1, December 2024
150 articles in this issue
-
-
Dimension reduction and outlier detection of 3-D shapes derived from multi-organ CT images
Authors (first, second and last of 5)
-
Development of a predictive machine learning model for pathogen profiles in patients with secondary immunodeficiency
Authors (first, second and last of 9)
-
Data resource profile of an online database system for forensic mental health services
Authors (first, second and last of 6)
This is part of 2 collections:
-
Varying (preferred) levels of involvement in treatment decision-making in the intensive care unit before and during the COVID-19 pandemic: a mixed-methods study among relatives
Authors (first, second and last of 11)
This is part of 2 collections:
-
DeepVAQ : an adaptive deep learning for prediction of vascular access quality in hemodialysis patients
Authors (first, second and last of 4)
-
Usability and feasibility analysis of an mHealth-tool for supporting physical activity in people with heart failure
Authors (first, second and last of 5)
-
Prediction of Sjögren’s disease diagnosis using matched electronic dental-health record data
Authors (first, second and last of 5)
-
Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques
Authors (first, second and last of 9)
-
Choice of refractive surgery types for myopia assisted by machine learning based on doctors’ surgical selection data
Authors (first, second and last of 7)
-
Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment
Authors (first, second and last of 6)
-
Establishment of a risk prediction model for bowel necrosis in patients with incarcerated inguinal hernia
Authors
This is part of 2 collections:
-
Prediction the prognosis of the poisoned patients undergoing hemodialysis using machine learning algorithms
Authors (first, second and last of 7)
-
A reliable diabetic retinopathy grading via transfer learning and ensemble learning with quadratic weighted kappa metric
Authors (first, second and last of 5)
-
Machine learning based biomarker discovery for chronic kidney disease–mineral and bone disorder (CKD-MBD)
Authors (first, second and last of 10)
This is part of 2 collections:
-
Acute kidney injury comorbidity analysis based on international classification of diseases-10 codes
Authors (first, second and last of 6)
-
Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic
Authors (first, second and last of 7)
-
The validity of electronic health data for measuring smoking status: a systematic review and meta-analysis
Authors (first, second and last of 5)
-
Patient values in patient-provider communication about participation in early phase clinical cancer trials: a qualitative analysis before and after implementation of an online value clarification tool intervention
Authors (first, second and last of 9)
-
-
An evaluation of GPT models for phenotype concept recognition
Authors (first, second and last of 8)
This is part of 2 collections:
-
O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies
Authors (first, second and last of 5)
-
Development of a mobile application to represent food intake in inpatients: dietary data systematization
Authors (first, second and last of 8)
This is part of 2 collections:
-
Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis
Authors (first, second and last of 9)
This is part of 2 collections:
-
Application of machine learning models on predicting the length of hospital stay in fragility fracture patients
Authors (first, second and last of 4)
-
Development of a generative deep learning model to improve epiretinal membrane detection in fundus photography
Authors (first, second and last of 5)
-
Building gender-specific sexually transmitted infection risk prediction models using CatBoost algorithm and NHANES data
Authors (first, second and last of 5)
This is part of 2 collections:
-
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture
Authors (first, second and last of 4)
-
Participant characteristics and reasons for non-consent to health information linkage for research: experiences from the ATHENA COVID-19 study
Authors (first, second and last of 10)
This is part of 2 collections:
-
Only the anxious ones? Identifying characteristics of symptom checker app users: a cross-sectional survey
Authors (first, second and last of 6)
-
Temporal topic model for clinical pathway mining from electronic medical records
Authors (first, second and last of 5)
-
Hybrid-FHR: a multi-modal AI approach for automated fetal acidosis diagnosis
Authors (first, second and last of 7)
-
Development and application of Chinese medical ontology for diabetes mellitus
Authors (first, second and last of 15)
-
Heart failure classification using deep learning to extract spatiotemporal features from ECG
Authors (first, second and last of 6)
-
Automated machine learning for early prediction of acute kidney injury in acute pancreatitis
Authors (first, second and last of 6)
-
Hybrid architecture based intelligent diagnosis assistant for GP
Authors (first, second and last of 6)
-
A command centre implementation before and during the COVID-19 pandemic in a community hospital
Authors (first, second and last of 7)
-
Artificial intelligence performance in detecting lymphoma from medical imaging: a systematic review and meta-analysis
Authors (first, second and last of 5)
-
Dirichlet process mixture models to impute missing predictor data in counterfactual prediction models: an application to predict optimal type 2 diabetes therapy
Authors (first, second and last of 6)
This is part of 2 collections:
-
Prediction of postoperative infectious complications in elderly patients with colorectal cancer: a study based on improved machine learning
Authors (first, second and last of 6)
-
A patient safety knowledge graph supporting vaccine product development
Authors (first, second and last of 5)
-
-
Machine learning algorithms for the prediction of adverse prognosis in patients undergoing peritoneal dialysis
Authors (first, second and last of 7)
-
Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges
Authors (first, second and last of 7)
-
Effectiveness of mobile application interventions for stroke survivors: systematic review and meta-analysis
Authors (first, second and last of 6)
-
Multi-criteria decision making to validate performance of RBC-based formulae to screen \(\beta\)-thalassemia trait in heterogeneous haemoglobinopathies
Authors (first, second and last of 12)
This is part of 2 collections:
-
Adolescent, parent, and provider attitudes toward a machine learning based clinical decision support system for selecting treatment for youth depression
Authors (first, second and last of 8)
-
Deep learning prediction of esophageal squamous cell carcinoma invasion depth from arterial phase enhanced CT images: a binary classification approach
Authors (first, second and last of 7)
-
Multiple machine-learning tools identifying prognostic biomarkers for acute Myeloid Leukemia
Authors (first, second and last of 7)
-
A validation of an entropy-based artificial intelligence for ultrasound data in breast tumors
Authors (first, second and last of 11)
