Browse State-of-the-Art › Diagnostic › Papers, page 17
Diagnostic
Papers archive 2025-07-28
archive papers tagged: 4,513 · with a code link: 1,213 · where Syntology ran a sample: 157 (132 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (157 of 4,513 tagged: 132 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument)
Page 17 of 46: papers 1,601 to 1,700 of 4,513, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Beyond H&E: Unlocking Pathological Insights with Polarization via Self-supervised Learning5 Mar 2025 0 repositories listed
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Interactive Segmentation and Report Generation for CT Images5 Mar 2025 0 repositories listed
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Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models4 Mar 2025 0 repositories listed
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Modeling Iodine Deficiency4 Mar 2025 0 repositories listed
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Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension3 Mar 2025 0 repositories listed
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Dementia Insights: A Context-Based MultiModal Approach3 Mar 2025 0 repositories listed
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Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review3 Mar 2025 0 repositories listed
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Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis3 Mar 2025 0 repositories listed
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Multimodal Lead-Specific Modeling of ECG for Low-Cost Pulmonary Hypertension Assessment3 Mar 2025 0 repositories listed
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The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness2 Mar 2025 0 repositories listed
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Towards Refining Developer Questions using LLM-Based Named Entity Recognition for Developer Chatroom Conversations2 Mar 2025 0 repositories listed
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NeuroSymAD: A Neuro-Symbolic Framework for Interpretable Alzheimer's Disease Diagnosis1 Mar 2025 0 repositories listed
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Prognostic Model for Idiopathic Pulmonary Fibrosis Using Context-Aware Sequential-Parallel Hybrid Transformer and Enriched Clinical Information1 Mar 2025 0 repositories listed
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A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage28 Feb 2025 0 repositories listed
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AutoComb: Automated Comb Sign Detector for 3D CTE Scans28 Feb 2025 0 repositories listed
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PET Image Denoising via Text-Guided Diffusion: Integrating Anatomical Priors through Text Prompts28 Feb 2025 0 repositories listed
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ProAI: Proactive Multi-Agent Conversational AI with Structured Knowledge Base for Psychiatric Diagnosis28 Feb 2025 0 repositories listed
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PsychBench: A comprehensive and professional benchmark for evaluating the performance of LLM-assisted psychiatric clinical practice28 Feb 2025 0 repositories listed
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An Integrated Deep Learning Framework Leveraging NASNet and Vision Transformer with MixProcessing for Accurate and Precise Diagnosis of Lung Diseases27 Feb 2025 0 repositories listed
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Expertise Is What We Want27 Feb 2025 0 repositories listed
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RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering27 Feb 2025 0 repositories listed
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SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning27 Feb 2025 0 repositories listed
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3D Nephrographic Image Synthesis in CT Urography with the Diffusion Model and Swin Transformer26 Feb 2025 0 repositories listed
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GONet: A Generalizable Deep Learning Model for Glaucoma Detection26 Feb 2025 0 repositories listed
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MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis26 Feb 2025 0 repositories listed
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Repurposing the scientific literature with vision-language models26 Feb 2025 0 repositories listed
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RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images26 Feb 2025 0 repositories listed
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Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models25 Feb 2025 0 repositories listed
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Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network25 Feb 2025 0 repositories listed
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TagGAN: A Generative Model for Data Tagging25 Feb 2025 0 repositories listed
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Uncertainty Modeling in Multimodal Speech Analysis Across the Psychosis Spectrum25 Feb 2025 0 repositories listed
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A Priori Generalizability Estimate for a CNN24 Feb 2025 0 repositories listed
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Applications of Large Models in Medicine24 Feb 2025 0 repositories listed
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ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds24 Feb 2025 0 repositories listed
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Improving Interactive Diagnostic Ability of a Large Language Model Agent Through Clinical Experience Learning24 Feb 2025 0 repositories listed
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Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods24 Feb 2025 0 repositories listed
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Unveiling Institution-Specific Bias in Pathology Foundation Models: Detriments, Causes, and Potential Solutions24 Feb 2025 0 repositories listed
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DeepSeek reshaping healthcare in China's tertiary hospitals23 Feb 2025 0 repositories listed
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Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs23 Feb 2025 0 repositories listed
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Tool or Tutor? Experimental evidence from AI deployment in cancer diagnosis23 Feb 2025 0 repositories listed
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Clinical Inspired MRI Lesion Segmentation22 Feb 2025 0 repositories listed
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Detecting Long QT Syndrome and First-Degree Atrioventricular Block using Single-Lead AI-ECG: A Multi-Center Real-World Study21 Feb 2025 0 repositories listed
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MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models21 Feb 2025 0 repositories listed
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ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact21 Feb 2025 0 repositories listed
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Utilizing Sequential Information of General Lab-test Results and Diagnoses History for Differential Diagnosis of Dementia21 Feb 2025 0 repositories listed
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Denoising, segmentation and volumetric rendering of optical coherence tomography angiography (OCTA) image using deep learning techniques: a review20 Feb 2025 0 repositories listed
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Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications20 Feb 2025 0 repositories listed
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Unsupervised Clustering Approaches for Autism Screening: Achieving 95.31% Accuracy with a Gaussian Mixture Model20 Feb 2025 0 repositories listed
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Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning19 Feb 2025 0 repositories listed
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From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education19 Feb 2025 0 repositories listed
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Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility19 Feb 2025 0 repositories listed
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Optimizing Gene-Based Testing for Antibiotic Resistance Prediction19 Feb 2025 0 repositories listed
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Towards a perturbation-based explanation for medical AI as differentiable programs19 Feb 2025 0 repositories listed
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AI-Assisted Decision Making with Human Learning18 Feb 2025 0 repositories listed
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Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics17 Feb 2025 0 repositories listed
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Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis17 Feb 2025 0 repositories listed
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Multi-Agent Actor-Critic Generative AI for Query Resolution and Analysis17 Feb 2025 0 repositories listed
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Exploiting network optimization stability for enhanced PET image denoising using deep image prior16 Feb 2025 0 repositories listed
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Artificial intelligence-enabled detection and assessment of Parkinson's disease using multimodal data: A survey15 Feb 2025 0 repositories listed
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Breaking Down the Hierarchy: A New Approach to Leukemia Classification15 Feb 2025 0 repositories listed
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ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis15 Feb 2025 0 repositories listed
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Pulmonary Tuberculosis Edge Diagnosis System Based on MindSpore Framework: Low-cost and High-precision Implementation with Ascend 310 Chip15 Feb 2025 0 repositories listed
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PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation14 Feb 2025 0 repositories listed
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Integrated Data Analysis of Plasma Electron Density Profile Tomography for HL-3 with Gaussian Process Regression13 Feb 2025 0 repositories listed
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DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images13 Feb 2025 0 repositories listed
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ExoMiner++: Enhanced Transit Classification and a New Vetting Catalog for 2-Minute TESS Data13 Feb 2025 0 repositories listed
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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine13 Feb 2025 0 repositories listed
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Lifespan tree of brain anatomy: diagnostic values for motor and cognitive neurodegenerative diseases13 Feb 2025 0 repositories listed
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PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology13 Feb 2025 0 repositories listed
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Semantic Learning for Molecular Communication in Internet of Bio-Nano Things12 Feb 2025 0 repositories listed
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An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating11 Feb 2025 0 repositories listed
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Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning11 Feb 2025 0 repositories listed
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Design of an Automated Ethanol Vapor Generating System for Alcohol Use Disorder(AUD) Animal Studies11 Feb 2025 0 repositories listed
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Can ChatGPT Diagnose Alzheimer's Disease?10 Feb 2025 0 repositories listed
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A Generative Framework for Bidirectional Image-Report Understanding in Chest Radiography9 Feb 2025 0 repositories listed
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4D VQ-GAN: Synthesising Medical Scans at Any Time Point for Personalised Disease Progression Modelling of Idiopathic Pulmonary Fibrosis8 Feb 2025 0 repositories listed
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Aero-engines Anomaly Detection using an Unsupervised Fisher Autoencoder8 Feb 2025 0 repositories listed
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Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space8 Feb 2025 0 repositories listed
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MedMimic: Physician-Inspired Multimodal Fusion for Early Diagnosis of Fever of Unknown Origin7 Feb 2025 0 repositories listed
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Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges7 Feb 2025 0 repositories listed
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Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis6 Feb 2025 0 repositories listed
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Integrating Generative Artificial Intelligence in ADRD: A Framework for Streamlining Diagnosis and Care in Neurodegenerative Diseases6 Feb 2025 0 repositories listed
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Primary Care Diagnoses as a Reliable Predictor for Orthopedic Surgical Interventions6 Feb 2025 0 repositories listed
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Concept-Aware Latent and Explicit Knowledge Integration for Enhanced Cognitive Diagnosis4 Feb 2025 0 repositories listed
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CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models4 Feb 2025 0 repositories listed
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Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata4 Feb 2025 0 repositories listed
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JingFang: A Traditional Chinese Medicine Large Language Model of Expert-Level Medical Diagnosis and Syndrome Differentiation-Based Treatment4 Feb 2025 0 repositories listed
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Layer Separation: Adjustable Joint Space Width Images Synthesis in Conventional Radiography4 Feb 2025 0 repositories listed
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Assessing the use of Diffusion models for motion artifact correction in brain MRI3 Feb 2025 0 repositories listed
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VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis3 Feb 2025 0 repositories listed
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Deep learning model for ECG reconstruction reveals the information content of ECG leads1 Feb 2025 0 repositories listed
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A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran31 Jan 2025 0 repositories listed
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Augmented Intelligence for Multimodal Virtual Biopsy in Breast Cancer Using Generative Artificial Intelligence31 Jan 2025 0 repositories listed
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Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification31 Jan 2025 0 repositories listed
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Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates31 Jan 2025 0 repositories listed
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Transformation trees -- documentation of multimodal image registration31 Jan 2025 0 repositories listed
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A Learnable Multi-views Contrastive Framework with Reconstruction Discrepancy for Medical Time-Series30 Jan 2025 0 repositories listed
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Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data30 Jan 2025 0 repositories listed
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An Exceptional Dataset For Rare Pancreatic Tumor Segmentation29 Jan 2025 0 repositories listed
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Dialogue is Better Than Monologue: Instructing Medical LLMs via Strategical Conversations29 Jan 2025 0 repositories listed