| Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI | Apr 25, 2022 | Deep LearningManagement | CodeCode Available | 0 |
| Quantifying Health Inequalities Induced by Data and AI Models | Apr 24, 2022 | Prognosis | CodeCode Available | 0 |
| Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis | Apr 14, 2022 | DiagnosticPrognosis | —Unverified | 0 |
| A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic | Apr 13, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Segmentation-Consistent Probabilistic Lesion Counting | Apr 11, 2022 | Lesion SegmentationMulti-Task Learning | CodeCode Available | 0 |
| Multimodal Machine Learning in Precision Health | Apr 10, 2022 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Modern Views of Machine Learning for Precision Psychiatry | Apr 4, 2022 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers | Apr 1, 2022 | AnatomyDeep Learning | —Unverified | 0 |
| Prognosis of Rotor Parts Fly-off Based on Cascade Classification and Online Prediction Ability Index | Mar 30, 2022 | PredictionPrognosis | —Unverified | 0 |
| A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations | Mar 28, 2022 | EpidemiologyManagement | —Unverified | 0 |
| Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification | Mar 26, 2022 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review | Mar 25, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Multi-modal learning for predicting the genotype of glioma | Mar 21, 2022 | Clinical KnowledgeDiffusion MRI | —Unverified | 0 |
| Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features | Mar 12, 2022 | PrognosisSurvival Prediction | —Unverified | 0 |
| Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling | Mar 9, 2022 | BenchmarkingManagement | —Unverified | 0 |
| Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis | Mar 5, 2022 | BIG-bench Machine LearningLung Cancer Diagnosis | —Unverified | 0 |
| Cellular Segmentation and Composition in Routine Histology Images using Deep Learning | Mar 4, 2022 | ManagementNuclear Segmentation | —Unverified | 0 |
| Uncovering the dynamic effects of DEX treatment on lung cancer by integrating bioinformatic inference and multiscale modeling of scRNA-seq and proteomics data | Mar 1, 2022 | PrognosisTime Series Analysis | —Unverified | 0 |
| Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform | Feb 27, 2022 | DiversityMedical Image Analysis | —Unverified | 0 |
| Taming the Long Tail of Deep Probabilistic Forecasting | Feb 27, 2022 | PrognosisTime Series | —Unverified | 0 |
| Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data | Feb 23, 2022 | Prognosis | —Unverified | 0 |
| Temporal Subtyping of Alzheimer's Disease Using Medical Conditions Preceding Alzheimer's Disease Onset in Electronic Health Records | Feb 22, 2022 | ClusteringManagement | —Unverified | 0 |
| Subtyping brain diseases from imaging data | Feb 16, 2022 | Prognosis | —Unverified | 0 |
| A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images | Feb 14, 2022 | BIG-bench Machine LearningCell Detection | CodeCode Available | 0 |
| The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach | Feb 10, 2022 | Decision MakingICU Admission | CodeCode Available | 0 |
| Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection | Jan 24, 2022 | Deep LearningLung Nodule Detection | —Unverified | 0 |
| A Multi-modal Fusion Framework Based on Multi-task Correlation Learning for Cancer Prognosis Prediction | Jan 22, 2022 | Multi-Task LearningPrognosis | —Unverified | 0 |
| MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images | Jan 13, 2022 | Prognosiswhole slide images | CodeCode Available | 0 |
| Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN) | Dec 27, 2021 | PrognosisTriplet | —Unverified | 0 |
| High Expression of CDK1 and NDC80 Predicts Poor Prognosis of Bladder Cancer | Dec 25, 2021 | Prognosis | —Unverified | 0 |
| 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 |
| 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 |
| Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images | Dec 9, 2021 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| A semi-automatic ultrasound image analysis system for the grading diagnosis of COVID-19 pneumonia | Nov 4, 2021 | PrognosisSpecificity | —Unverified | 0 |
| PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning | Nov 4, 2021 | ClassificationPrognosis | —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 |
| MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images | Oct 22, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 |
| Patient level simulation and reinforcement learning to discover novel strategies for treating ovarian cancer | Oct 22, 2021 | Prognosisreinforcement-learning | —Unverified | 0 |