Critical Care Medicine The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU. July 3, 2024
Cardiology | Machine Learning Δ BP-Net: Monitoring “Changes” in Blood Pressure Using PPG with Self-contrastive Masking. July 2, 2024
Radiology Impact of Transfer Learning Using Local Data on Performance of a Deep Learning Model for Screening Mammography. May 8, 2024
Life Sciences | Microscopy Imaging Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration. April 12, 2024
Other Generalizability and robustness evaluation of attribute-based zero-shot learning. April 6, 2024
Radiology Improving Generalizability of PET DL Algorithms: List-Mode Reconstructions Improve DOTATATE PET Hepatic Lesion Detection Performance. March 27, 2024
Neurology | Radiology Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction models. March 26, 2024
Analytical Chemistry | Environmental Science | Industrial Engineering Gas Graph Convolutional Transformer for Robust Generalization in Adaptive Gas Mixture Concentration Estimation. March 21, 2024
Bioinformatics | Computational Biology Evaluating generalizability of artificial intelligence models for molecular datasets. March 11, 2024
Artificial Intelligence | Medical Research | Regulatory Frameworks | Surgery A foundation for evaluating the surgical artificial intelligence literature. February 15, 2024
Cardiology Assessing the Generalizability of a Deep Learning-based Automated Atrial Fibrillation Algorithm. December 12, 2023