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 576–600 of 714 papers

TitleStatusHype
Fusion of Convolutional Neural Network and Statistical Features for Texture classification—0
Adapting to Label Shift with Bias-Corrected Calibration—0
Bias-Resilient Neural Network—0
Verification and Validation of Computer Models for Diagnosing Breast Cancer Based on Machine Learning for Medical Data Analysis—0
Value of Information in Probabilistic Logic Programs—0
Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices—0
Disease Labeling via Machine Learning is NOT quite the same as Medical Diagnosis—0
Regression Under Human AssistanceCode0
Machine learning approach of automatic identification and counting of blood cellsCode0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features—0
Reinforcement Learning in Healthcare: A Survey—0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques—0
Machine learning approach of automatic identification and counting of blood cellsCode0
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning—0
Justifying Diagnosis Decisions by Deep Neural Networks—0
StrokeSave: A Novel, High-Performance Mobile Application for Stroke Diagnosis using Deep Learning and Computer Vision—0
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale BoosterCode0
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced DataCode0
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction—0
Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks—0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction—0
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Benchmark Results

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