| Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade | Jul 20, 2021 | Cell DetectionDiagnostic | —Unverified | 0 |
| Robust quad-tree based registration of whole slide images | Jul 20, 2021 | Diagnosticwhole slide images | CodeCode Available | 1 |
| An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality | Jul 20, 2021 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Class dependency based learning using Bi-LSTM coupled with the transfer learning of VGG16 for the diagnosis of Tuberculosis from chest x-rays | Jul 19, 2021 | DiagnosticTransfer Learning | —Unverified | 0 |
| Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey | Jul 19, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units | Jul 19, 2021 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction | Jul 18, 2021 | DecoderDiagnostic | —Unverified | 0 |
| Dynamic Power Systems Line Outage Detection Using Particle Filter and Partially Observed States | Jul 14, 2021 | Diagnostic | —Unverified | 0 |
| Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms | Jul 13, 2021 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Learned super resolution ultrasound for improved breast lesion characterization | Jul 12, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 |
| 3D RegNet: Deep Learning Model for COVID-19 Diagnosis on Chest CT Image | Jul 8, 2021 | COVID-19 DiagnosisDiagnostic | —Unverified | 0 |
| Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference | Jul 8, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 1 |
| Stool Studies Don't Pass the Sniff Test: A Systematic Review of Human Gut Microbiome Research Suggests Widespread Misuse of Machine Learning | Jul 8, 2021 | ArticlesCultural Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Explainable AI (XAI) for PHM of Industrial Asset: A State-of-The-Art, PRISMA-Compliant Systematic Review | Jul 8, 2021 | Anomaly DetectionArticles | —Unverified | 0 |
| Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case | Jul 6, 2021 | Diagnostic | —Unverified | 0 |
| Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology | Jul 5, 2021 | Cell DetectionDeep Learning | —Unverified | 0 |
| RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting | Jul 5, 2021 | DiagnosticText Generation | CodeCode Available | 1 |
| Automated age-related macular degeneration area estimation -- first results | Jul 5, 2021 | Diagnostic | —Unverified | 0 |
| Quantifying machine learning-induced overdiagnosis in sepsis | Jul 3, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Deep Convolutional Neural Networks for Onychomycosis Detection | Jun 30, 2021 | Diagnostic | —Unverified | 0 |
| Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs | Jun 29, 2021 | Diagnostic | —Unverified | 0 |
| Time-Aware Language Models as Temporal Knowledge Bases | Jun 29, 2021 | DiagnosticMemorization | —Unverified | 0 |
| Weighted multi-level deep learning analysis and framework for processing breast cancer WSIs | Jun 28, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Utilizing a digital swarm intelligence platform to improve consensus among radiologists and exploring its applications | Jun 26, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| Explanatory Pluralism in Explainable AI | Jun 26, 2021 | DiagnosticExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection | Jun 25, 2021 | Diagnosticobject-detection | CodeCode Available | 0 |
| A multi-stage machine learning model on diagnosis of esophageal manometry | Jun 25, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations | Jun 25, 2021 | Diagnostic | —Unverified | 0 |
| Modeling Diagnostic Label Correlation for Automatic ICD Coding | Jun 24, 2021 | DiagnosticMedical Code Prediction | CodeCode Available | 0 |
| Using machine learning techniques to predict hospital admission at the emergency department | Jun 23, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Clinical Named Entity Recognition using Contextualized Token Representations | Jun 23, 2021 | DiagnosticLanguage Modelling | —Unverified | 0 |
| Diabetic Retinopathy Detection using Ensemble Machine Learning | Jun 22, 2021 | BIG-bench Machine LearningDiabetic Retinopathy Detection | —Unverified | 0 |
| Towards sound based testing of COVID-19 -- Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge | Jun 21, 2021 | Diagnostic | —Unverified | 0 |
| Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI | Jun 19, 2021 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Hybrid approach to detecting symptoms of depression in social media entries | Jun 19, 2021 | DiagnosticSentiment Analysis | —Unverified | 0 |
| Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis | Jun 17, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| AI-Enabled Ultra-Low-Dose CT Reconstruction | Jun 17, 2021 | CT ReconstructionDiagnostic | —Unverified | 0 |
| Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions | Jun 16, 2021 | Bidirectional Relationship ClassificationDiagnostic | CodeCode Available | 1 |
| AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction | Jun 16, 2021 | DiagnosticDisease Prediction | —Unverified | 0 |
| Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks | Jun 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Now You See It, Now You Dont: Adversarial Vulnerabilities in Computational Pathology | Jun 14, 2021 | Adversarial AttackDiagnostic | —Unverified | 0 |
| Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification | Jun 14, 2021 | DiagnosticMulti-class Classification | —Unverified | 0 |
| Learning the Imaging Landmarks: Unsupervised Key point Detection in Lung Ultrasound Videos | Jun 13, 2021 | Diagnostic | —Unverified | 0 |
| Ultrasound Classification of Breast Masses Using a Comprehensive Nakagami Imaging and Machine Learning Framework | Jun 13, 2021 | ClassificationDiagnostic | —Unverified | 0 |
| Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation | Jun 13, 2021 | Diagnostic | —Unverified | 0 |
| An Approach Towards Physics Informed Lung Ultrasound Image Scoring Neural Network for Diagnostic Assistance in COVID-19 | Jun 13, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| Towards Fast Region Adaptive Ultrasound Beamformer for Plane Wave Imaging Using Convolutional Neural Networks | Jun 13, 2021 | Diagnostic | CodeCode Available | 0 |
| Can Transformer Language Models Predict Psychometric Properties? | Jun 12, 2021 | Diagnostic | CodeCode Available | 0 |