| A System for 3D Reconstruction Of Comminuted Tibial Plafond Bone Fractures | Feb 23, 2021 | 3D ReconstructionAnatomy | —Unverified | 0 |
| Post-hoc Overall Survival Time Prediction from Brain MRI | Feb 22, 2021 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| Hierarchical Graph Representations in Digital Pathology | Feb 22, 2021 | Graph Neural NetworkPrognosis | CodeCode Available | 1 |
| COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing | Feb 11, 2021 | COVID-19 DiagnosisPrognosis | —Unverified | 0 |
| Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations (NODEs) | Feb 8, 2021 | Explainable Artificial Intelligence (XAI)Prediction | —Unverified | 0 |
| Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review | Feb 5, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans | Jan 29, 2021 | Brain Tumor SegmentationPrognosis | —Unverified | 0 |
| A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data | Jan 28, 2021 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| Glioblastoma Multiforme Patient Survival Prediction | Jan 26, 2021 | Brain Tumor SegmentationPrediction | —Unverified | 0 |
| A survey on shape-constraint deep learning for medical image segmentation | Jan 19, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection | Jan 18, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation | Jan 16, 2021 | Density EstimationHoldout Set | —Unverified | 0 |
| COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction | Jan 13, 2021 | PrognosisRepresentation Learning | CodeCode Available | 1 |
| Cortical Surface Shape Analysis Based on Alexandrov Polyhedra | Jan 1, 2021 | Prognosis | —Unverified | 0 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| Generative Time-series Modeling with Fourier Flows | Jan 1, 2021 | PrognosisTime Series | —Unverified | 0 |
| Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning | Jan 1, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 |
| Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications | Dec 28, 2020 | EpidemiologyManagement | —Unverified | 0 |
| A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset | Dec 22, 2020 | Prognosis | —Unverified | 0 |
| Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data | Dec 22, 2020 | Missing ValuesPrognosis | —Unverified | 0 |
| Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods | Dec 17, 2020 | EpidemiologyPrognosis | —Unverified | 0 |
| Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence | Dec 17, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study | Dec 11, 2020 | Computed Tomography (CT)Management | CodeCode Available | 0 |
| Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images | Dec 9, 2020 | Prognosis | CodeCode Available | 0 |
| Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers | Dec 7, 2020 | Prognosis | CodeCode Available | 0 |
| TRACE: Early Detection of Chronic Kidney Disease Onset with Transformer-Enhanced Feature Embedding | Dec 3, 2020 | Disease PredictionPrognosis | —Unverified | 0 |
| MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features | Nov 30, 2020 | COVID-19 DiagnosisPrognosis | CodeCode Available | 0 |
| Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study | Nov 28, 2020 | Model SelectionPrognosis | CodeCode Available | 0 |
| Supervised Machine Learning Models for Prediction of COVID-19 Infection using Epidemiology Dataset | Nov 27, 2020 | EpidemiologyPrognosis | —Unverified | 0 |
| Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 | Nov 26, 2020 | DiagnosticImage Retrieval | —Unverified | 0 |
| CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images | Nov 21, 2020 | ManagementPrognosis | CodeCode Available | 0 |
| Transcriptome profiling research in urothelial cell carcinoma | Nov 20, 2020 | Prognosis | —Unverified | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| Deep learning models for gastric signet ring cell carcinoma classification in whole slide images | Nov 18, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| A Transfer Learning Based Active Learning Framework for Brain Tumor Classification | Nov 16, 2020 | Active LearningBrain Tumor Classification | —Unverified | 0 |
| Automatic segmentation with detection of local segmentation failures in cardiac MRI | Nov 13, 2020 | PrognosisSegmentation | CodeCode Available | 1 |
| A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus | Nov 11, 2020 | Prognosis | —Unverified | 0 |
| Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration | Nov 9, 2020 | Deep LearningPrognosis | —Unverified | 0 |
| Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation | Nov 8, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Automatic Brain Tumor Segmentation with Scale Attention Network | Nov 6, 2020 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
| Survival prediction and risk estimation of Glioma patients using mRNA expressions | Nov 2, 2020 | Probabilistic ProgrammingPrognosis | —Unverified | 0 |
| A Deep Learning Study on Osteosarcoma Detection from Histological Images | Nov 2, 2020 | Deep LearningPrognosis | —Unverified | 0 |
| Learning transition times in event sequences: the Event-Based Hidden Markov Model of disease progression | Nov 2, 2020 | Prognosis | —Unverified | 0 |
| Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records | Nov 1, 2020 | PrognosisSentence | —Unverified | 0 |
| Classification of Syncope Cases in Norwegian Medical Records | Nov 1, 2020 | ClassificationPrognosis | —Unverified | 0 |
| Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides | Oct 30, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning | Oct 28, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 0 |
| Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees | Oct 9, 2020 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response | Oct 8, 2020 | Deep LearningPrognosis | CodeCode Available | 0 |
| DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set | Sep 17, 2020 | MORPHPrognosis | CodeCode Available | 1 |