SOTAVerified

Medical Diagnosis

Medical Diagnosis is the process of identifying the disease a patient is affected by, based on the assessment of specific risk factors, signs, symptoms and results of exams.

Source: A probabilistic network for the diagnosis of acute cardiopulmonary diseases

Papers

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Showing 501–550 of 714 papers

TitleStatusHype
Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation—0
Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text—0
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images—0
Towards new forms of particle sensing and manipulation and 3D imaging on a smartphone for healthcare applications—0
MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance—0
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial NetworksCode0
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans—0
Accountable Off-Policy Evaluation With Kernel Bellman Statistics—0
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes—0
Constrained Active Classification Using Partially Observable Markov Decision Processes—0
Deep learning for photoacoustic imaging: a surveyCode1
Extended Particle Swarm Optimization (EPSO) for Feature Selection of High Dimensional Biomedical Data—0
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency departmentCode1
Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image—0
MACD R-CNN: An Abnormal Cell Nucleus Detection Method—0
SeismoFlow -- Data augmentation for the class imbalance problem—0
Scaling Polyhedral Neural Network Verification on GPUs—0
GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic RetinopathyCode0
Distributed Learning via Filtered Hyperinterpolation on Manifolds—0
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review—0
Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels—0
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks—0
A Benchmark of Medical Out of Distribution DetectionCode1
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights—0
Deep learning-based holographic polarization microscopy—0
Estimation with Uncertainty via Conditional Generative Adversarial Networks—0
A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms—0
Classification Under Human AssistanceCode0
Task-agnostic Out-of-Distribution Detection Using Kernel Density EstimationCode0
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation and Augmentation—0
MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model ExplanationsCode0
Boosting the Transferability of Adversarial Samples via Attention—0
Attention-based Neural Bag-of-Features Learning for Sequence DataCode0
Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations—0
Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations—0
Learning to Complement Humans—0
ECG Segmentation using a Neural Network as the Basis for Detection of Cardiac Pathologies—0
Local Adaptation Improves Accuracy of Deep Learning Model for Automated X-Ray Thoracic Disease Detection : A Thai Study—0
Testing Machine Translation via Referential Transparency—0
Single-step Adversarial training with Dropout Scheduling—0
BreastScreening: On the Use of Multi-Modality in Medical Imaging DiagnosisCode1
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural networkCode0
RF Sensing for Continuous Monitoring of Human Activities for Home Consumer Applications—0
Harnessing Explanations to Bridge AI and Humans—0
Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes—0
Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical DiagnosisCode0
Optimized Light-Weight Convolutional Neural Networks for Histopathologic Cancer Detection—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
Sampling for Deep Learning Model Diagnosis (Technical Report)—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DenseNet-161Average Precision0.74—Unverified