| Detection of Perineural Invasion in Prostate Needle Biopsies with Deep Neural Networks | Apr 3, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm | Apr 3, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| A New Gene Selection Algorithm using Fuzzy-Rough Set Theory for Tumor Classification | Mar 26, 2020 | Classificationfeature selection | —Unverified | 0 |
| Mapping the Landscape of Artificial Intelligence Applications against COVID-19 | Mar 25, 2020 | Prognosis | —Unverified | 0 |
| Automated Detection of Cribriform Growth Patterns in Prostate Histology Images | Mar 23, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls | Mar 14, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Deep Learning for Musculoskeletal Image Analysis | Mar 1, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| APTER: Aggregated Prognosis Through Exponential Reweighting | Feb 20, 2020 | Prognosis | —Unverified | 0 |
| Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner | Feb 12, 2020 | Prognosis | —Unverified | 0 |
| Deep Feature Fusion for Mitosis Counting | Feb 1, 2020 | Fraud Detectionobject-detection | —Unverified | 0 |
| Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation | Jan 28, 2020 | Interpretable Machine LearningMortality Prediction | —Unverified | 0 |
| Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations | Jan 25, 2020 | DisentanglementGenerative Adversarial Network | —Unverified | 0 |
| Estimating the extent of glioblastoma invasion | Jan 15, 2020 | Prognosis | —Unverified | 0 |
| Deep neural network models for computational histopathology: A survey | Dec 28, 2019 | Deep LearningPrognosis | —Unverified | 0 |
| Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline | Dec 18, 2019 | Cancer ClassificationGeneral Classification | —Unverified | 0 |
| Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis | Dec 18, 2019 | Feature ImportancePrognosis | CodeCode Available | 0 |
| Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction | Dec 16, 2019 | Brain Tumor SegmentationPosition | CodeCode Available | 0 |
| On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning | Dec 2, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging | Nov 12, 2019 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| A multiple testing framework for diagnostic accuracy studies with co-primary endpoints | Nov 8, 2019 | DiagnosticModel Selection | CodeCode Available | 0 |
| Gland Segmentation in Histopathological Images by Deep Neural Network | Nov 3, 2019 | PrognosisSegmentation | —Unverified | 0 |
| Gene expression and pathway bioinformatics analysis detect a potential predictive value of MAP3K8 in thyroid cancer progression | Oct 26, 2019 | Prognosis | —Unverified | 0 |
| Transformer-CNN: Fast and Reliable tool for QSAR | Oct 21, 2019 | PrognosisTransfer Learning | CodeCode Available | 0 |
| The TCGA Meta-Dataset Clinical Benchmark | Oct 18, 2019 | Decision MakingPrognosis | CodeCode Available | 0 |
| DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images | Oct 7, 2019 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Invasiveness Prediction of Pulmonary Adenocarcinomas Using Deep Feature Fusion Networks | Sep 21, 2019 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Radiopathomics: Integration of radiographic and histologic characteristics for prognostication in glioblastoma | Sep 17, 2019 | Prognosis | —Unverified | 0 |
| Prediction of Overall Survival of Brain Tumor Patients | Sep 10, 2019 | Brain Tumor SegmentationPrediction | —Unverified | 0 |
| Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls | Sep 10, 2019 | PrognosisTrajectory Prediction | —Unverified | 0 |
| OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data | Sep 9, 2019 | Feature ImportancePrognosis | CodeCode Available | 0 |
| Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge | Sep 2, 2019 | PrognosisSegmentation | —Unverified | 0 |
| Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research | Sep 1, 2019 | Deep LearningNeural Architecture Search | —Unverified | 0 |
| Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features | Aug 31, 2019 | Medical DiagnosisPrognosis | —Unverified | 0 |
| Network Elastic Net for Identifying Smoking specific gene expression for lung cancer | Aug 30, 2019 | ClusteringPrognosis | —Unverified | 0 |
| Machine learning and glioma imaging biomarkers | Aug 28, 2019 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation | Aug 14, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| An Update on Machine Learning in Neuro-oncology Diagnostics | Aug 9, 2019 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| Uncheatable Machine Learning Inference | Aug 8, 2019 | BIG-bench Machine LearningFraud Detection | —Unverified | 0 |
| Recurrent Neural Networks with Long Term Temporal Dependencies in Machine Tool Wear Diagnosis and Prognosis | Jul 27, 2019 | Prognosis | —Unverified | 0 |
| Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors | Jul 18, 2019 | DiagnosticGPU | —Unverified | 0 |
| Improving Prognostic Performance in Resectable Pancreatic Ductal Adenocarcinoma using Radiomics and Deep Learning Features Fusion in CT Images | Jul 10, 2019 | Deep LearningPrognosis | —Unverified | 0 |
| Signet Ring Cell Detection With a Semi-supervised Learning Framework | Jul 9, 2019 | Cell DetectionPrognosis | CodeCode Available | 0 |
| CNN-based Survival Model for Pancreatic Ductal Adenocarcinoma in Medical Imaging | Jun 25, 2019 | PrognosisSurvival Analysis | —Unverified | 0 |
| Cell image classification: a comparative overview | Jun 7, 2019 | Classificationimage-classification | CodeCode Available | 0 |
| Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics | May 23, 2019 | Dimensionality ReductionPrediction | —Unverified | 0 |
| Prognostic Value of Transfer Learning Based Features in Resectable Pancreatic Ductal Adenocarcinoma | May 23, 2019 | Object DetectionPrognosis | —Unverified | 0 |
| Tumor Microenvironment-based Gene Signatures Divides Novel Immune and Stromal Subgroup Classification of Lung Adenocarcinoma | May 10, 2019 | Prognosis | —Unverified | 0 |
| PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis | May 3, 2019 | Computational EfficiencyDecoder | —Unverified | 0 |
| A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal MRI | Apr 15, 2019 | Deep LearningPrognosis | —Unverified | 0 |
| Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning | Apr 1, 2019 | Deep LearningPrognosis | —Unverified | 0 |