Browse State-of-the-Art › Prognosis › Papers, page 3

Prognosis

Papers archive 2025-07-28

archive papers tagged: 900 · with a code link: 241 · where Syntology ran a sample: 22 (19 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 900 tagged: 19 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 3 of 9: papers 201 to 300 of 900, 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.

• Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers
  7 Dec 2020 1 repository listed
• MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features
  30 Nov 2020 1 repository listed
• Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study
  28 Nov 2020 1 repository listed
• CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images
  21 Nov 2020 1 repository listed
• A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data
  18 Nov 2020 1 repository listed
• Automatic segmentation with detection of local segmentation failures in cardiac MRI
  13 Nov 2020 1 repository listed
• Automatic Brain Tumor Segmentation with Scale Attention Network
  6 Nov 2020 1 repository listed
• Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning
  28 Oct 2020 1 repository listed
• MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response
  8 Oct 2020 1 repository listed
• DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set
  17 Sep 2020 1 repository listed
• Q-space quantitative diffusion MRI measures using a stretched-exponential representation
  15 Sep 2020 1 repository listed
• An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
  4 Aug 2020 1 repository listed
• Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning
  27 Jul 2020 1 repository listed
• Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation
  10 Jul 2020 1 repository listed
• Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data
  7 Jul 2020 1 repository listed
• Multi-layer Trajectory Clustering: A Network Algorithm for Disease Subtyping
  29 May 2020 1 repository listed
• Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data
  25 May 2020 1 repository listed
• Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression
  6 May 2020 1 repository listed
• Latent regularization for feature selection using kernel methods in tumor classification
  10 Apr 2020 1 repository listed
• Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19
  6 Apr 2020 1 repository listed
• Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis
  18 Dec 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction
  16 Dec 2019 1 repository listed
• On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning
  2 Dec 2019 1 repository listed
• A multiple testing framework for diagnostic accuracy studies with co-primary endpoints
  8 Nov 2019 1 repository listed
• Transformer-CNN: Fast and Reliable tool for QSAR
  21 Oct 2019 1 repository listed
• The TCGA Meta-Dataset Clinical Benchmark
  18 Oct 2019 1 repository listed
• OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data
  9 Sep 2019 1 repository listed
• Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion
  10 Aug 2019 1 repository listed
• Signet Ring Cell Detection With a Semi-supervised Learning Framework
  9 Jul 2019 1 repository listed
• Cell image classification: a comparative overview
  7 Jun 2019 1 repository listed
• Deep segmentation networks predict survival of non-small cell lung cancer
  26 Mar 2019 1 repository listed
• Dilated deeply supervised networks for hippocampus segmentation in MRI
  20 Mar 2019 1 repository listed
• Fleet Prognosis with Physics-informed Recurrent Neural Networks
  16 Jan 2019 1 repository listed
• Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
  5 Nov 2018 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment
  25 Sep 2018 1 repository listed
• Automated Strabismus Detection for Telemedicine Applications
  9 Sep 2018 1 repository listed
• Disease Progression Timeline Estimation for Alzheimer's Disease using Discriminative Event Based Modeling
  10 Aug 2018 1 repository listed
• Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation
  3 Aug 2018 1 repository listed
• AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning
  1 Jul 2018 1 repository listed
• AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning
  20 Feb 2018 1 repository listed
• Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks
  13 Dec 2016 1 repository listed
• Site-Level Fine-Tuning with Progressive Layer Freezing: Towards Robust Prediction of Bronchopulmonary Dysplasia from Day-1 Chest Radiographs in Extremely Preterm Infants
  16 Jul 2025 0 repositories listed
• Segment Anything in Pathology Images with Natural Language
  26 Jun 2025 0 repositories listed
• [Beat-to-beat AV nodal assessment] ECG-based beat-to-beat assessment of AV node conduction properties during AF
  24 Jun 2025 0 repositories listed
• Universal Laboratory Model: prognosis of abnormal clinical outcomes based on routine tests
  18 Jun 2025 0 repositories listed
• Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis
  14 Jun 2025 0 repositories listed
• ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator
  11 Jun 2025 0 repositories listed
• Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction
  11 Jun 2025 0 repositories listed
• A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning
  8 Jun 2025 0 repositories listed
• NSUN2 as a potential prognostic as well as therapeutic target in cancer by regulating m5C modification
  7 Jun 2025 0 repositories listed
• Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records
  3 Jun 2025 0 repositories listed
• petBrain: A New Pipeline for Amyloid, Tau Tangles and Neurodegeneration Quantification Using PET and MRI
  3 Jun 2025 0 repositories listed
• Interpretable phenotyping of Heart Failure patients with Dutch discharge letters
  30 May 2025 0 repositories listed
• ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions
  28 May 2025 0 repositories listed
• Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology
  28 May 2025 0 repositories listed
• Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers
  26 May 2025 0 repositories listed
• PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
  26 May 2025 0 repositories listed
• CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI
  22 May 2025 0 repositories listed
• Deep Learning Enabled Segmentation, Classification and Risk Assessment of Cervical Cancer
  21 May 2025 0 repositories listed
• Pathobiological Dictionary Defining Pathomics and Texture Features: Addressing Understandable AI Issues in Personalized Liver Cancer; Dictionary Version LCP1.0
  20 May 2025 0 repositories listed
• MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction
  15 May 2025 0 repositories listed
• ImplicitStainer: Data-Efficient Medical Image Translation for Virtual Antibody-based Tissue Staining Using Local Implicit Functions
  14 May 2025 0 repositories listed
• Evaluating Large Language Models for Real-World Engineering Tasks
  12 May 2025 0 repositories listed
• STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis
  6 May 2025 0 repositories listed
• RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction
  5 May 2025 0 repositories listed
• Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation
  4 May 2025 0 repositories listed
• Statistical Learning for Heterogeneous Treatment Effects: Pretraining, Prognosis, and Prediction
  1 May 2025 0 repositories listed
• Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions
  29 Apr 2025 0 repositories listed
• Optimizing chemoradiotherapy for malignant gliomas: a validated mathematical approach
  24 Apr 2025 0 repositories listed
• Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis
  18 Apr 2025 0 repositories listed
• Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
  16 Apr 2025 0 repositories listed
• Prognosis Of Lithium-Ion Battery Health with Hybrid EKF-CNN+LSTM Model Using Differential Capacity
  16 Apr 2025 0 repositories listed
• DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction
  15 Apr 2025 0 repositories listed
• Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia
  14 Apr 2025 0 repositories listed
• Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families
  14 Apr 2025 0 repositories listed
• Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI
  10 Apr 2025 0 repositories listed
• Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging
  7 Apr 2025 0 repositories listed
• Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports
  31 Mar 2025 0 repositories listed
• MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning
  29 Mar 2025 0 repositories listed
• Contrasting Low and High-Resolution Features for HER2 Scoring using Deep Learning
  28 Mar 2025 0 repositories listed
• Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining
  25 Mar 2025 0 repositories listed
• Reliable Radiologic Skeletal Muscle Area Assessment -- A Biomarker for Cancer Cachexia Diagnosis
  19 Mar 2025 0 repositories listed
• Artificial Intelligence-Driven Prognostic Classification of COVID-19 Using Chest X-rays: A Deep Learning Approach
  17 Mar 2025 0 repositories listed
• Diagnostic-free onboard battery health assessment
  10 Mar 2025 0 repositories listed
• PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
  9 Mar 2025 0 repositories listed
• Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation
  5 Mar 2025 0 repositories listed
• Subclass Classification of Gliomas Using MRI Fusion Technique
  26 Feb 2025 0 repositories listed
• Composable Strategy Framework with Integrated Video-Text based Large Language Models for Heart Failure Assessment
  23 Feb 2025 0 repositories listed
• Patch Stitching Data Augmentation for Cancer Classification in Pathology Images
  22 Feb 2025 0 repositories listed
• Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts
  21 Feb 2025 0 repositories listed
• Using Graph Convolutional Networks to Address fMRI Small Data Problems
  19 Feb 2025 0 repositories listed
• MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort
  17 Feb 2025 0 repositories listed
• SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning
  14 Feb 2025 0 repositories listed
• A procedure for assessing of machine health index data prediction quality
  12 Feb 2025 0 repositories listed
• 4D VQ-GAN: Synthesising Medical Scans at Any Time Point for Personalised Disease Progression Modelling of Idiopathic Pulmonary Fibrosis
  8 Feb 2025 0 repositories listed
• A Foundational Brain Dynamics Model via Stochastic Optimal Control
  7 Feb 2025 0 repositories listed
• LadderMIL: Multiple Instance Learning with Coarse-to-Fine Self-Distillation
  4 Feb 2025 0 repositories listed
• Continually Evolved Multimodal Foundation Models for Cancer Prognosis
  30 Jan 2025 0 repositories listed
• Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning
  29 Jan 2025 0 repositories listed
• A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction
  24 Jan 2025 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.