Browse State-of-the-Art › Prognosis › Papers, page 2

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 2 of 9: papers 101 to 200 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.

• MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography
  4 Dec 2023 1 repository listed
• Gene-MOE: A sparsely gated prognosis and classification framework exploiting pan-cancer genomic information
  29 Nov 2023 1 repository listed
• MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features
  20 Nov 2023 1 repository listed
• Co-data Learning for Bayesian Additive Regression Trees
  16 Nov 2023 1 repository listed
• Comparison of artificial intelligence models for prognosis of breast cancer
  15 Nov 2023 1 repository listed
• Histopathologic Cancer Detection
  13 Nov 2023 1 repository listed
• GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge Integration
  8 Nov 2023 1 repository listed
• Dynamic Multimodal Information Bottleneck for Multimodality Classification
  2 Nov 2023 1 repository listed
• mage based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization
  24 Oct 2023 1 repository listed
• VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence
  8 Oct 2023 1 repository listed
• Addressing detection of left bundle branch block by means of electrocardiogram’s signals using Machine Learning algorithms
  7 Oct 2023 1 repository listed
• Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis
  6 Oct 2023 1 repository listed
• A comprehensive comparison of tools for fitting mutational signatures
  2 Oct 2023 1 repository listed
• Diagnosis and Prognosis of Faults in High-Speed Aeronautical Bearings with a Collaborative Selection Incremental Deep Transfer Learning Approach
  2 Oct 2023 1 repository listed
• PIE: Simulating Disease Progression via Progressive Image Editing
  21 Sep 2023 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
• HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
  14 Sep 2023 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting
  13 Sep 2023 1 repository listed
• ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis
  25 Aug 2023 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction
  18 Aug 2023 1 repository listed
• Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
  15 Aug 2023 1 repository listed
• TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images
  28 Jul 2023 1 repository listed
• Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples
  27 Jul 2023 1 repository listed
• Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
  22 Jul 2023 1 repository listed
• PrognosEase: A data generator for health deterioration prognosis
  5 Jul 2023 1 repository listed
• An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis
  3 Jul 2023 1 repository listed
• Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding
  3 Jul 2023 1 repository listed
• SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI
  29 Jun 2023 1 repository listed
• Contrastive Learning for Predicting Cancer Prognosis Using Gene Expression Values
  9 Jun 2023 1 repository listed
• Markerless Motion Tracking with Noisy Video and IMU Data
  12 May 2023 1 repository listed
• Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting
  28 Apr 2023 1 repository listed
• On the use of Deep Generative Models for Perfect Prognosis Climate Downscaling
  27 Apr 2023 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology
  24 Apr 2023 1 repository listed
• Masked Pre-Training of Transformers for Histology Image Analysis
  14 Apr 2023 1 repository listed
• Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review
  31 Mar 2023 1 repository listed
• Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis
  25 Mar 2023 1 repository listed
• MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation
  22 Mar 2023 1 repository listed
• Modeling Barrett's Esophagus Progression using Geometric Variational Autoencoders
  17 Mar 2023 1 repository listed
• Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
  8 Mar 2023 1 repository listed
• Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis
  3 Mar 2023 1 repository listed
• SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets
  17 Feb 2023 1 repository listed
• Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation Approaches
  3 Feb 2023 1 repository listed
• Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction
  6 Jan 2023 1 repository listed
• ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions
  23 Dec 2022 1 repository listed
• AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
  13 Dec 2022 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples)
• MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning
  30 Nov 2022 1 repository listed
• Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
  25 Nov 2022 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans
  12 Nov 2022 1 repository listed
• Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
  25 Oct 2022 1 repository listed
• EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images
  11 Oct 2022 1 repository listed
• Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks
  6 Oct 2022 1 repository listed
• Li-ion battery degradation modes diagnosis via Convolutional Neural Networks
  24 Sep 2022 1 repository listed
• Whole-Body Lesion Segmentation in 18F-FDG PET/CT
  16 Sep 2022 1 repository listed
• Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer
  15 Sep 2022 1 repository listed
• TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction
  12 Sep 2022 1 repository listed
• Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images
  7 Sep 2022 1 repository listed
• Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction
  9 Aug 2022 1 repository listed
• Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows
  9 Aug 2022 1 repository listed
• A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning Techniques
  25 Jul 2022 1 repository listed
• Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification
  1 Jul 2022 1 repository listed
• MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation
  29 Jun 2022 1 repository listed
• Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification
  27 Jun 2022 1 repository listed
• TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge
  23 Jun 2022 1 repository listed
• FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis
  20 Jun 2022 1 repository listed
• Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images
  14 Jun 2022 1 repository listed
• MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients
  13 Jun 2022 1 repository listed
• DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis
  12 Jun 2022 1 repository listed
• Generative Aging of Brain Images with Diffeomorphic Registration
  31 May 2022 1 repository listed
• Flexible Group Fairness Metrics for Survival Analysis
  26 May 2022 1 repository listed
• Transformer based Generative Adversarial Network for Liver Segmentation
  21 May 2022 1 repository listed
• Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks
  19 May 2022 1 repository listed
• Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI
  25 Apr 2022 1 repository listed
• Quantifying Health Inequalities Induced by Data and AI Models
  24 Apr 2022 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Segmentation-Consistent Probabilistic Lesion Counting
  11 Apr 2022 1 repository listed
• Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data
  1 Apr 2022 1 repository listed
• An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data
  25 Feb 2022 1 repository listed
• The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach
  10 Feb 2022 1 repository listed
• MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images
  13 Jan 2022 1 repository listed
• Deep learning for brain metastasis detection and segmentation in longitudinal MRI data
  22 Dec 2021 1 repository listed
• Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI
  13 Dec 2021 1 repository listed
• Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs
  9 Dec 2021 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Extending nn-UNet for brain tumor segmentation
  9 Dec 2021 1 repository listed
• Efficient Decompositional Rule Extraction for Deep Neural Networks
  24 Nov 2021 1 repository listed
• A Semi-supervised Deep Transfer Learning Approach for Rolling-Element Bearing Remaining Useful Life Prediction
  29 Sep 2021 1 repository listed
• PyHard: a novel tool for generating hardness embeddings to support data-centric analysis
  29 Sep 2021 1 repository listed
• Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data
  6 Sep 2021 1 repository listed
• Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification
  1 Sep 2021 1 repository listed
• Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning
  4 Aug 2021 1 repository listed
• Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
  10 Jun 2021 1 repository listed
• Self-learning for weakly supervised Gleason grading of local patterns
  21 May 2021 1 repository listed
• Semi-supervised Learning for Identifying the Likelihood of Agitation in People with Dementia
  14 May 2021 1 repository listed Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 20 harvested samples)
• A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical data
  13 May 2021 1 repository listed
• Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network
  13 Apr 2021 1 repository listed
• Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction
  17 Mar 2021 1 repository listed
• Exploring Genetic-histologic Relationships in Breast Cancer
  15 Mar 2021 1 repository listed
• Active Selection of Classification Features
  26 Feb 2021 1 repository listed
• Cell abundance aware deep learning for cell detection on highly imbalanced pathological data
  23 Feb 2021 1 repository listed
• Post-hoc Overall Survival Time Prediction from Brain MRI
  22 Feb 2021 1 repository listed
• COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction
  13 Jan 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
• AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
  11 Dec 2020 1 repository listed
• Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images
  9 Dec 2020 1 repository listed

Syntology lines on 10 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.