| Denoising of 3D MR images using a voxel-wise hybrid residual MLP-CNN model to improve small lesion diagnostic confidence | Sep 28, 2022 | DenoisingDiagnostic | CodeCode Available | 1 |
| Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts | Sep 22, 2022 | DiagnosticEEG | CodeCode Available | 1 |
| Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation | Sep 21, 2022 | Diagnostic | CodeCode Available | 1 |
| Morphology-Aware Interactive Keypoint Estimation | Sep 15, 2022 | DiagnosticKeypoint Estimation | CodeCode Available | 1 |
| HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease | Sep 5, 2022 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis | Sep 5, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? | Sep 1, 2022 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization | Aug 23, 2022 | DiagnosticGPU | CodeCode Available | 1 |
| Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022 | Aug 16, 2022 | Classify murmursDiagnostic | CodeCode Available | 1 |
| Quad-Net: Quad-domain Network for CT Metal Artifact Reduction | Jul 24, 2022 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| PLM-ICD: Automatic ICD Coding with Pretrained Language Models | Jul 12, 2022 | DiagnosticNatural Language Understanding | CodeCode Available | 1 |
| Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising | Jul 6, 2022 | CT ReconstructionDenoising | CodeCode Available | 1 |
| Probing via Prompting | Jul 4, 2022 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology | Jun 30, 2022 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Classifying Unstructured Clinical Notes via Automatic Weak Supervision | Jun 24, 2022 | DiagnosticText Classification | CodeCode Available | 1 |
| Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models | Jun 20, 2022 | DiagnosticHate Speech Detection | CodeCode Available | 1 |
| Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis | Jun 17, 2022 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT | Jun 10, 2022 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | CodeCode Available | 1 |
| NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization | Jun 2, 2022 | DiagnosticReinforcement Learning (RL) | CodeCode Available | 1 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 |
| Linear Connectivity Reveals Generalization Strategies | May 24, 2022 | CoLADiagnostic | CodeCode Available | 1 |
| Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression | May 19, 2022 | Depression DetectionDiagnostic | CodeCode Available | 1 |
| VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation | May 10, 2022 | DiagnosticNavigate | CodeCode Available | 1 |
| DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations | May 8, 2022 | DecoderDiagnostic | CodeCode Available | 1 |
