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 251–300 of 714 papers

TitleStatusHype
ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning—0
AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models—0
Lightweight, error-tolerant edge detection using memristor-enabled stochastic logics—0
Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation—0
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning—0
Multi-View Conformal Learning for Heterogeneous Sensor FusionCode0
The Value of Context: Human versus Black Box Evaluators—0
PFCM: Poisson flow consistency models for low-dose CT image denoising—0
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations—0
Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification—0
Statistical Test for Anomaly Detections by Variational Auto-Encoders—0
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey—0
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model—0
Evaluating LLM -- Generated Multimodal Diagnosis from Medical Images and Symptom Analysis—0
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease—0
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering—0
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders—0
Backdoor Defense via Test-Time Detecting and Repairing—0
Tractable Function-Space Variational Inference in Bayesian Neural NetworksCode0
A Survey on Open-Set Image Recognition—0
On support vector machines under a multiple-cost scenario—0
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary ClassifierCode0
OpenMedCalc: Augmentation of ChatGPT with Clinician-Informed Tools Improves Performance on Medical Calculation TasksCode0
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis—0
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
Methods to Estimate Large Language Model Confidence—0
Security and Privacy Challenges in Deep Learning Models—0
An Empirical Study of Uncertainty Estimation Techniques for Detecting Drift in Data Streams—0
ChatGPT and post-test probability—0
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification—0
A New Approach to Intuitionistic Fuzzy Decision Making Based on Projection Technology and Cosine Similarity Measure—0
FDDM: Unsupervised Medical Image Translation with a Frequency-Decoupled Diffusion Model—0
Uncertainty Quantification of Deep Learning for Spatiotemporal Data: Challenges and Opportunities—0
Dynamic Multimodal Information Bottleneck for Multimodality ClassificationCode0
Revealing CNN Architectures via Side-Channel Analysis in Dataflow-based Inference Accelerators—0
Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved GeneralizationCode0
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI—0
F^2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns—0
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning—0
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence—0
Using Experience Classification for Training Non-Markovian Tasks—0
Convolutional Neural Network Model for Diabetic Retinopathy Feature Extraction and ClassificationCode0
Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images—0
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech—0
When to Trust AI: Advances and Challenges for Certification of Neural Networks—0
Multi-level feature fusion network combining attention mechanisms for polyp segmentation—0
Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals—0
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care—0
A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object DetectionCode0
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Benchmark Results

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