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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 181–190 of 714 papers

Title	Date	Tasks	Status	Hype	Score
Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guides	May 31, 2023	Medical DiagnosisVariational Inference	CodeCode Available	0	5
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary Classifier	Dec 19, 2023	Binary ClassificationClassification	CodeCode Available	0	5
CausalLP: Learning causal relations with weighted knowledge graph link prediction	Apr 23, 2024	Causal DiscoveryGraph Embedding	CodeCode Available	0	5
Counterfactual diagnosis	Oct 15, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	0	5
Counterfactual Mean Embeddings	May 22, 2018	Causal Inferencecounterfactual	CodeCode Available	0	5
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference	Mar 10, 2023	Bayesian InferenceDrug Design	CodeCode Available	0	5
Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape Studies	Jul 16, 2022	Medical Diagnosis	CodeCode Available	0	5
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks	Jun 7, 2019	Autonomous DrivingBayesian Inference	CodeCode Available	0	5
Detection of Monkeypox Cases Based on Symptoms Using XGBoost and Shapley Additive Explanations Methods	Jul 17, 2023	Medical DiagnosisMonkeyPox Diagnosis	CodeCode Available	0	5
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model	Mar 9, 2022	Binary ClassificationCOVID-19 Diagnosis	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DenseNet-161	Average Precision	0.74	—	Unverified