| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 |
| Discovering stochastic dynamical equations from biological time series data | May 5, 2022 | DiagnosticEquation Discovery | CodeCode Available | 1 |
| Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network | Apr 26, 2022 | DiagnosticTime Series | CodeCode Available | 1 |
| Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning | Apr 25, 2022 | DiagnosticGallbladder Cancer Detection | CodeCode Available | 1 |
| Guidelines for reporting cell types: the MIRACL standard | Apr 18, 2022 | ArticlesDiagnostic | CodeCode Available | 1 |
| A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans | Mar 28, 2022 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Predicting the impact of formation protocols on battery lifetime immediately after manufacturing | Mar 26, 2022 | Diagnostic | CodeCode Available | 1 |
| PediCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children | Mar 20, 2022 | Diagnostic | CodeCode Available | 1 |
| Deep Multimodal Guidance for Medical Image Classification | Mar 10, 2022 | Brain Tumor ClassificationClassification | CodeCode Available | 1 |
| Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images | Mar 4, 2022 | DiagnosticSegmentation | CodeCode Available | 1 |
| Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images | Feb 14, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Inference of captions from histopathological patches | Feb 7, 2022 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Advanced sleep spindle identification with neural networks | Feb 6, 2022 | DiagnosticEEG | CodeCode Available | 1 |
| Rethinking Attention-Model Explainability through Faithfulness Violation Test | Jan 28, 2022 | DiagnosticFeature Importance | CodeCode Available | 1 |
| An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation | Jan 27, 2022 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Improving Chest X-Ray Report Generation by Leveraging Warm Starting | Jan 24, 2022 | DecoderDiagnostic | CodeCode Available | 1 |
| Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting | Jan 21, 2022 | DiagnosticEEG | CodeCode Available | 1 |
| Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis | Dec 23, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations | Dec 15, 2021 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Improving Compositional Generalization with Latent Structure and Data Augmentation | Dec 14, 2021 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Annotation-efficient cancer detection with report-guided lesion annotation for deep learning-based prostate cancer detection in bpMRI | Dec 9, 2021 | Diagnostic | CodeCode Available | 1 |
| Explicitly antisymmetrized neural network layers for variational Monte Carlo simulation | Dec 7, 2021 | DiagnosticVariational Monte Carlo | CodeCode Available | 1 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Decentralized Federated Learning through Proxy Model Sharing | Nov 22, 2021 | DiagnosticFederated Learning | CodeCode Available | 1 |
| Urine Microscopic Image Dataset | Nov 19, 2021 | Diagnostic | CodeCode Available | 1 |
