| Cell-in-cell structures are involved in the competition between cells in breast cancer | Dec 25, 2021 | Prognosis | —Unverified | 0 |
| Identification of Molecular Subtypes and a Prognostic Signature Based on Inflammation-Related Genes in Colon Adenocarcinoma | Dec 23, 2021 | Prognosis | —Unverified | 0 |
| Deep learning for brain metastasis detection and segmentation in longitudinal MRI data | Dec 22, 2021 | Ensemble LearningPrognosis | CodeCode Available | 0 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information | Dec 10, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs | Dec 9, 2021 | Prognosis | CodeCode Available | 1 |
| Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images | Dec 9, 2021 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure | Dec 9, 2021 | Interpretable Machine LearningPrognosis | —Unverified | 0 |
| Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View | Dec 5, 2021 | Decision MakingPrognosis | —Unverified | 0 |
| CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer | Dec 2, 2021 | BenchmarkingOrdinal Classification | CodeCode Available | 1 |
| Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas | Dec 1, 2021 | PrognosisSegmentation | —Unverified | 0 |
| Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography | Nov 30, 2021 | AnatomyDeep Learning | —Unverified | 0 |
| Deep Learning for Reaction-Diffusion Glioma Growth Modelling: Towards a Fully Personalised Model? | Nov 26, 2021 | Prognosis | —Unverified | 0 |
| Efficient Decompositional Rule Extraction for Deep Neural Networks | Nov 24, 2021 | Prognosis | CodeCode Available | 1 |
| Deep Learning Based Model for Breast Cancer Subtype Classification | Nov 6, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer | Nov 5, 2021 | Prognosiswhole slide images | —Unverified | 0 |
| PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning | Nov 4, 2021 | ClassificationPrognosis | —Unverified | 0 |
| A semi-automatic ultrasound image analysis system for the grading diagnosis of COVID-19 pneumonia | Nov 4, 2021 | PrognosisSpecificity | —Unverified | 0 |
| Predicting Cancer Using Supervised Machine Learning: Mesothelioma | Oct 31, 2021 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning | Oct 26, 2021 | ClassificationDiagnostic | —Unverified | 0 |
| Hybrid physics-based and data-driven modeling with calibrated uncertainty for lithium-ion battery degradation diagnosis and prognosis | Oct 25, 2021 | Prognosis | —Unverified | 0 |
| Perineural Invasion Detection in Multiple Organ Cancer Based on Deep Convolutional Neural Network | Oct 23, 2021 | Prognosis | —Unverified | 0 |
| Patient level simulation and reinforcement learning to discover novel strategies for treating ovarian cancer | Oct 22, 2021 | Prognosisreinforcement-learning | —Unverified | 0 |
| MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images | Oct 22, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 |
| Survival-oriented embeddings for improving accessibility to complex data structures | Oct 21, 2021 | Decision MakingPrognosis | —Unverified | 0 |
| AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics | Oct 20, 2021 | PrognosisTranslation | —Unverified | 0 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| CloudPred: Predicting Patient Phenotypes From Single-cell RNA-seq | Oct 13, 2021 | Interpretable Machine LearningPrognosis | —Unverified | 0 |
| A Semi-supervised Deep Transfer Learning Approach for Rolling-Element Bearing Remaining Useful Life Prediction | Sep 29, 2021 | Interpretability Techniques for Deep LearningManagement | CodeCode Available | 0 |
| PyHard: a novel tool for generating hardness embeddings to support data-centric analysis | Sep 29, 2021 | Prognosis | CodeCode Available | 0 |
| Automated Multi-Process CTC Detection using Deep Learning | Sep 26, 2021 | Cell DetectionDeep Learning | —Unverified | 0 |
| Sickle Cell Disease Severity Prediction from Percoll Gradient Images using Graph Convolutional Networks | Sep 11, 2021 | Prognosisseverity prediction | —Unverified | 0 |
| Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data | Sep 6, 2021 | Prognosis | CodeCode Available | 0 |
| Investigate the Correlation of Breast Cancer Dataset using Different Clustering Technique | Sep 3, 2021 | ClusteringPrognosis | —Unverified | 0 |
| Cascade RCNN for MIDOG Challenge | Sep 2, 2021 | Mitosis DetectionPrognosis | —Unverified | 0 |
| Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification | Sep 1, 2021 | ClassificationMulti-class Classification | CodeCode Available | 0 |
| ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection | Sep 1, 2021 | PrognosisSegmentation | —Unverified | 0 |
| Detecting Mitosis against Domain Shift using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge | Aug 31, 2021 | Data AugmentationPrognosis | —Unverified | 0 |
| An Interpretable Web-based Glioblastoma Multiforme Prognosis Prediction Tool using Random Forest Model | Aug 30, 2021 | ClassificationPrognosis | —Unverified | 0 |
| DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes | Aug 26, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord | Aug 9, 2021 | Diffusion MRIPrognosis | —Unverified | 0 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Predicting Post-Concussion Syndrome Outcomes with Machine Learning | Aug 4, 2021 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction | Jul 29, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 |
| Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI | Jul 22, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone | Jul 20, 2021 | PrognosisTransfer Learning | —Unverified | 0 |
| A Novel Cell Map Representation for Weakly Supervised Prediction of ER and PR Status from H&E WSIs | Jul 20, 2021 | Prognosiswhole slide images | —Unverified | 0 |
| Magnetic Resonance Imaging Virtual Histopathology from Weakly Paired Data | Jul 20, 2021 | Prognosis | —Unverified | 0 |