Towards Interpretable AI in Personalized Medicine: A Radiological-Biological Radiomics Dictionary Connecting Semantic Lung-RADS and imaging Radiomics Features; Dictionary LC 1.0
Fuente:
arXiv
Saved in:
| Main Authors: | Jouzdani, Ali Fathi, Taeb, Shahram, Maghsudi, Mehdi, Gorji, Arman, Rahmim, Arman, Salmanpour, Mohammad R. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Clinically Anchored Radiomics Dictionary for Explainable TI-RADS-Based Thyroid Nodule Classification in Ultrasound; Dictionary Version TU1.0
by: Salmanpour, Mohammad, et al.
Published: (2026)
by: Salmanpour, Mohammad, et al.
Published: (2026)
Radiological and Biological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Breast Cancer; Dictionary Version BM1.0
by: Gorji, Arman, et al.
Published: (2025)
by: Gorji, Arman, et al.
Published: (2025)
Censor-Aware Semi-Supervised Survival Time Prediction in Lung Cancer Using Clinical and Radiomics Features
by: Gorji, Arman, et al.
Published: (2025)
by: Gorji, Arman, et al.
Published: (2025)
Robust Semi-Supervised CT Radiomics for Lung Cancer Prognosis: Cost-Effective Learning with Limited Labels and SHAP Interpretation
by: Salmanpour, Mohammad R., et al.
Published: (2025)
by: Salmanpour, Mohammad R., et al.
Published: (2025)
Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0
by: Salmanpour, Mohammad R., et al.
Published: (2024)
by: Salmanpour, Mohammad R., et al.
Published: (2024)
Semi-Supervised Radiomics for Glioblastoma IDH Mutation: Limited Labels, Data Sensitivity, and SHAP Interpretation
by: Pouria, Amir Hossein, et al.
Published: (2025)
by: Pouria, Amir Hossein, et al.
Published: (2025)
Pathobiological Dictionary Defining Pathomics and Texture Features: Addressing Understandable AI Issues in Personalized Liver Cancer; Dictionary Version LCP1.0
by: Salmanpour, Mohammad R., et al.
Published: (2025)
by: Salmanpour, Mohammad R., et al.
Published: (2025)
Handcrafted vs. Deep Radiomics vs. Fusion vs. Deep Learning: A Comprehensive Review of Machine Learning -Based Cancer Outcome Prediction in PET and SPECT Imaging
by: Salmanpour, Mohammad R., et al.
Published: (2025)
by: Salmanpour, Mohammad R., et al.
Published: (2025)
PySERA: Open-Source Standardized Python Library for Automated, Scalable, and Reproducible Handcrafted and Deep Radiomics
by: Salmanpour, Mohammad R., et al.
Published: (2025)
by: Salmanpour, Mohammad R., et al.
Published: (2025)
Click, Predict, Trust: Clinician-in-the-Loop AI Segmentation for Lung Cancer CT-Based Prognosis within the Knowledge-to-Action Framework
by: Salmanpour, Mohammad R., et al.
Published: (2025)
by: Salmanpour, Mohammad R., et al.
Published: (2025)
Robust Multicenter CT Radiogenomics for Dual EGFR and KRAS Prediction in Lung Cancer with Stability-Aware Modeling and SHAP Interpretation
by: Mehrnia, Somayeh Sadat, et al.
Published: (2026)
by: Mehrnia, Somayeh Sadat, et al.
Published: (2026)
Radiuma: A Unified Zero-Code Executable Graphical Workflow Generator for Reproducible and Shareable Medical Image Analysis and Machine Learning
by: Salmanpour, Mohammad, et al.
Published: (2026)
by: Salmanpour, Mohammad, et al.
Published: (2026)
Enhancement Without Contrast: Stability-Aware Multicenter Machine Learning for Glioma MRI Imaging
by: Amiri, Sajad, et al.
Published: (2025)
by: Amiri, Sajad, et al.
Published: (2025)
Enhanced Lung Cancer Survival Prediction using Semi-Supervised Pseudo-Labeling and Learning from Diverse PET/CT Datasets
by: Salmanpour, Mohammad R., et al.
Published: (2024)
by: Salmanpour, Mohammad R., et al.
Published: (2024)
AllMetrics: A Unified Python Library for Standardized Metric Evaluation and Robust Data Validation in Machine Learning
by: Alizadeh, Morteza, et al.
Published: (2025)
by: Alizadeh, Morteza, et al.
Published: (2025)
Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs)
by: Toosi, Amirhosein, et al.
Published: (2024)
by: Toosi, Amirhosein, et al.
Published: (2024)
OpenGloss: A Synthetic Encyclopedic Dictionary and Semantic Knowledge Graph
by: Bommarito II, Michael J.
Published: (2025)
by: Bommarito II, Michael J.
Published: (2025)
An AI-powered Public Health Automated Kiosk System for Personalized Care: An Experimental Pilot Study
by: Falahati, Sonya, et al.
Published: (2025)
by: Falahati, Sonya, et al.
Published: (2025)
The Dictionary of Accessible Communication
Published: (2022)
Published: (2022)
Slovak Conceptual Dictionary
by: Blšták, Miroslav
Published: (2025)
by: Blšták, Miroslav
Published: (2025)
Inaccuracy of an E-Dictionary and Its Influence on Chinese Language Users
by: Zhang, Shiyang, et al.
Published: (2025)
by: Zhang, Shiyang, et al.
Published: (2025)
Dynamic Buffers: Cost-Efficient Planning for Tabletop Rearrangement with Stacking
by: Barghi, Arman, et al.
Published: (2025)
by: Barghi, Arman, et al.
Published: (2025)
Project Patti: Why can You Solve Diabolical Puzzles on one Sudoku Website but not Easy Puzzles on another Sudoku Website?
by: Eisenkolb-Vaithyanathan, Arman
Published: (2025)
by: Eisenkolb-Vaithyanathan, Arman
Published: (2025)
Advancements in Radiomics and Artificial Intelligence for Thyroid Cancer Diagnosis
by: Yousefi, Milad, et al.
Published: (2024)
by: Yousefi, Milad, et al.
Published: (2024)
Carl Strehlow’s 1909 Comparative Heritage Dictionary
Published: (2018)
Published: (2018)
Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning: Enabling Cost-Effective LLM Analysis of Repetitive Data
by: de Campos, Andresa Rodrigues, et al.
Published: (2026)
by: de Campos, Andresa Rodrigues, et al.
Published: (2026)
MRI Radiomics for IDH Genotype Prediction in Glioblastoma Diagnosis
by: Kozák, Stanislav
Published: (2024)
by: Kozák, Stanislav
Published: (2024)
Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
by: Estepa, Imanol G., et al.
Published: (2026)
by: Estepa, Imanol G., et al.
Published: (2026)
TMT: A Simple Way to Translate Topic Models Using Dictionaries
by: Engl, Felix, et al.
Published: (2025)
by: Engl, Felix, et al.
Published: (2025)
Dictionary of the British English Spelling System:
by: Brooks, Greg
Published: (2018)
by: Brooks, Greg
Published: (2018)
Meaning over Motion: A Semantic-First Approach to 360° Viewport Prediction
by: Khah, Arman Nik, et al.
Published: (2026)
by: Khah, Arman Nik, et al.
Published: (2026)
SPEAR++: Scaling Gradient Inversion via Sparsely-Used Dictionary Learning
by: Bakarsky, Alexander, et al.
Published: (2025)
by: Bakarsky, Alexander, et al.
Published: (2025)
ADE: Adaptive Dictionary Embeddings -- Scaling Multi-Anchor Representations to Large Language Models
by: Demirci, Orhan, et al.
Published: (2026)
by: Demirci, Orhan, et al.
Published: (2026)
Sparse Dictionary Learning for Image Recovery by Iterative Shrinkage
by: Shabani, Shima, et al.
Published: (2025)
by: Shabani, Shima, et al.
Published: (2025)
Dictionary-based model reduction for state estimation
by: Nouy, Anthony, et al.
Published: (2023)
by: Nouy, Anthony, et al.
Published: (2023)
Listen to the Unexpected: Self-Supervised Surprise Detection for Efficient Viewport Prediction
by: Khah, Arman Nik, et al.
Published: (2026)
by: Khah, Arman Nik, et al.
Published: (2026)
ExpReS-VLA: Specializing Vision-Language-Action Models Through Experience Replay and Retrieval
by: Syed, Shahram Najam, et al.
Published: (2025)
by: Syed, Shahram Najam, et al.
Published: (2025)
SuperPoint-SLAM3: Augmenting ORB-SLAM3 with Deep Features, Adaptive NMS, and Learning-Based Loop Closure
by: Syed, Shahram Najam, et al.
Published: (2025)
by: Syed, Shahram Najam, et al.
Published: (2025)
Semantic Delta: An Interpretable Signal Differentiating Human and LLMs Dialogue
by: Scantamburlo, Riccardo, et al.
Published: (2026)
by: Scantamburlo, Riccardo, et al.
Published: (2026)
Competitive Data-Structure Dynamization
by: Mathieu, Claire, et al.
Published: (2020)
by: Mathieu, Claire, et al.
Published: (2020)
Similar Items
-
A Clinically Anchored Radiomics Dictionary for Explainable TI-RADS-Based Thyroid Nodule Classification in Ultrasound; Dictionary Version TU1.0
by: Salmanpour, Mohammad, et al.
Published: (2026) -
Radiological and Biological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Breast Cancer; Dictionary Version BM1.0
by: Gorji, Arman, et al.
Published: (2025) -
Censor-Aware Semi-Supervised Survival Time Prediction in Lung Cancer Using Clinical and Radiomics Features
by: Gorji, Arman, et al.
Published: (2025) -
Robust Semi-Supervised CT Radiomics for Lung Cancer Prognosis: Cost-Effective Learning with Limited Labels and SHAP Interpretation
by: Salmanpour, Mohammad R., et al.
Published: (2025) -
Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0
by: Salmanpour, Mohammad R., et al.
Published: (2024)