Radiomics

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4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Disentangling Lung-Cancer CT/LDCT AI: A Systematic Evidence Map of Clinical Tasks, Evidence Chains, and Translational Gaps

    Sep 28, 2026Surajit DasLung-Nodule Artificial IntelligenceClinical Prediction

  2. nnFoundation: 3D Foundation Models for Radiology

    Sep 22, 2026Constantin Ulrich Harsy, Tassilo Wald, Karol Gotkowski +803D Foundation ModelsRadiomics

  3. Radiomics-Conditioned Modulation of RenalCLIP Features for Clear Cell Renal Cell Carcinoma Classification

    Sep 22, 2026Yuan Liang, Sourav Bhattacharjee, Abraham CampbellRadiomicsCancer Detection

    Research Ireland Centre for Research Training in Machine Learning · School of Computer Science, University College Dublin, Dublin, Ireland · School of Veterinary Medicine, University College Dublin, Dublin, Ireland

  4. Complementary Roles of Radiomics and Foundation Representations in Renal Cell Carcinoma Classification: A Comparative Study of 2D and 3D CT Encodings

    Sep 22, 2026Yuan Liang, Sourav Bhattacharjee, Abraham CampbellRadiomicsCancer Detection

    Research Ireland Centre for Research Training in Machine Learning · School of Computer Science, University College Dublin, Dublin, Ireland · School of Veterinary Medicine, University College Dublin, Dublin, Ireland

  5. Gaussian Meta-Space Augmentation for Stacking Ensembles in Multimodal IPMN Risk Stratification

    Aug 11, 2026Max A. Nelson, Eminenur Sen Tasci, Zhixiang Wang +12RadiomicsTumor

    Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL, USA · Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA · Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey +2

  6. Lesion-Aware Adaptive Fourier Neural Operator for CT-to-PSMA PET Synthesis in Prostate Cancer

    Aug 11, 2026Rashmi Bhaskara, Waleed M. Almutairi, Matthew Gopaulchan +5Positron Emission TomographyRadiomics

    aSchool of Health Sciences, Purdue University, West Lafayette, 47907, IN, USA · bDepartment of Radiology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA · cDepartment of Urology, Indiana University School of Medicine, Indianapolis, 46202, IN, USA +1

  7. Predictive Enhancement Calibration for Latent Breast MRI Virtual Contrast Enhancement

    Aug 4, 2026Qin Lei, Hao WuAdaptive Histogram EqualizationMedical Image Generation

    Center for Big Data and Intelligent Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China · Key Laboratory of Digital Health and Intelligent Medicine, Chongqing Municipal Health Commission, Chongqing, China · Chongqing Translational Medicine Center, Chongqing, China

  8. Structured Proxy Features for Multimodal NSCLC Survival Prediction from Pretreatment CT

    Aug 1, 2026Huu Phong Nguyen, Delower Hossain, Ehsan Saghapour +2RadiomicsSurvival Predictions

    Department of Biomedical Informatics and Data Science, School of Medicine, The University of Alabama at Birmingham (UAB), Birmingham, AL, United States. · Department of Computer Science, The University of Alabama at Birmingham (UAB), Birmingham, AL, United States. · System Pharmacology and AI Research Center (SPARC), The University of Alabama at Birmingham (UAB), Birmingham, AL, United States.

  9. Negative controls reveal volume-driven confounding in radiomics and imaging foundation model features

    Jul 30, 2026Katy L. Scott, Sejin Kim, Joshua Siraj +6RadiomicsBiomarker

    Princess Margaret Cancer Centre University Health Network Toronto, ON · Radiation Medicine Program Princess Margaret Cancer Centre Toronto, ON

  10. Empirical investigation of 3D CT Foundation Models and Unsupervised Adaptation for Head and Neck Cancer Recurrence Prediction

    Jul 29, 2026Bilel Guetarni, Feryal Windal, David Pasquier +1Radiomics3D Foundation Models

    University of Lille, CRISTAL UMR CNRS 9189, France · Junia, Lille, France · UMR 8520, CNRS, France +4

  11. HERMES: A Hybrid Ensemble for Head-and-Neck Tumor Segmentation, TN Staging, and Recurrence-Free Survival on PET/CT

    Jul 29, 2026Kai Wang, Meixu Chen, Elie Nasr +2Tumor SegmentationRadiomics

    Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA

  12. Comparing the Performance of Foundation Model Derived Embeddings with Traditional Approaches for Distant Metastasis Prediction in Head and Neck Cancer

    Jul 28, 2026Erich Schmitz, Meixu Chen, Bowen Jing +1RadiomicsTumor

    Advanced Imaging and Informatics for Radiation Therapy (AIRT) and Medical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, Texas

  13. A Distributional Robustness Margin For Pathology Foundation Models

    Jul 28, 2026Clément Grisi, Jeroen van der Laak, Geert LitjensPathology Foundation ModelsCross Validation

    Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands

  14. Segmentation Robustness and Predictive Utility in Glioblastoma Radiomics: Evidence for a Trade-off in Survival Modelling

    Jul 26, 2026Mariya Miteva, Maria Nisheva-PavlovaRadiomicsSurvival Predictions

    Faculty of Mathematics and Informatics – Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia 1164, Bulgaria

  15. Foundation-model-guided radiogenomic discovery linking cancer genomes to cancer scans

    Jul 22, 2026Frederik Hauke, Jeremias Krause, Patrick Wienholt +6RadiomicsGenome-Wide Association Study

    Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany · Center for Human Genetics and Genomic Medicine, University Hospital RWTH Aachen, Aachen, Germany · Department of Nephrology, Rheumatology and Immunology (Medical Clinic II), University Hospital RWTH Aachen, Aachen, Germany +3

  16. SARFA: Segment Anything with Radiomic Feature Alignment

    Jul 14, 2026Tyler Ward, Abdullah ImranSemi-Supervised Medical Image SegmentationRadiomics

    Computer Science Department University of Kentucky, Lexington, KY, USA

  17. Physically Aware Radiomics Without Interpolation: Disentangling Voxel Geometry and Signal Modification in CT and MRI

    Jul 14, 2026David Corral Fontecha, Juan Miranda Bautista, Pablo Menendez Fernández-Miranda +3RadiomicsCone-Beam Computed Tomography

    Department of Radiology, Complejo Asistencial Universitario de León, León, Spain · Department of Radiology, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain · Health Research Institute of the Jiménez Díaz Foundation, IIS-FJD, Madrid, Spain +5

  18. Diffusion MRI preprocessing affects ADC estimation and automatic PI-RADS v2.1 classification in bi-parametric prostate MRI

    Jul 13, 2026Christos Kanakis, Mathias Perslev, Tim Schakel +4Prostate Magnetic Resonance ImagingRadiomics

    Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands · Cerebriu, Copenhagen, Denmark · Department of Radiotherapy, University Medical Center Utrecht, Utrecht, The Netherlands +2

  19. ConRad: Efficient Conformal Prediction for Radiomics

    Jul 9, 2026Matt Y. Cheung, Ashok Veeraraghavan, Guha BalakrishnanRadiomicsOnline Conformal Prediction

    Department of Electrical & Computer Engineering, Rice University

  20. An Interpretable Deep Learning Framework for Discovery and Clinical Validation of Deep Radiomic Signatures in Tumor Classification

    Jul 3, 2026Chengkun Sun, Jinqian Pan, Renjie Liang +7RadiomicsBiomarker

    Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, 32611, FL, USA. · Tiktok, San Jose, 95110, CA, USA. · Department of Biostatistics, MD Anderson Cancer Center, Houston, 77030, TX, USA. +1

  21. RadiomicNet: A Hybrid Radiomics-Guided Lightweight Architecture for Interpretable Medical Image Segmentation

    Jul 2, 2026Mohammad Amanour RahmanRadiomicsSemi-Supervised Medical Image Segmentation

    Department of Computer Science and Engineering Ahsanullah University of Science and Technology (AUST) Dhaka, Bangladesh

  22. Foundation Models vs. Radiomics for Lung Computed Tomography: A Benchmark of Feature Extractors, Classification Heads, and Segmentation Choices

    Jul 1, 2026Nils Neukirch, Martin Maurer, Nils StrodthoffRadiomicsCohort

    Division AI4Health, Carl von Ossietzky Universität Oldenburg, Ammerländer Heerstraße 114-118, Oldenburg 26129, Niedersachsen, Germany · University Institute for Diagnostic and Interventional Radiology, Klinikum Oldenburg AöR, Rahel-Straus-Straße 10, Oldenburg 26133, Niedersachsen, Germany

  23. Trimodal Glioma Representation Alignment via Volumetric Contrastive Learning

    Jun 12, 2026Denise Marini, Eleonora Grassucci, Danilo ComminielloGliomaRadiomics

    Dept. of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome, Italy

  24. Multimodal Brain Tumour Classification Using Feature Fusion

    Jun 9, 2026Wajih ul Islam, Muhammad Yaqoob, Javed Ali Khan +1Brain Tumor ClassificationRadiomics

    School of Physics, Engineering and Computer Science, University of Hertfordshire, UK

  25. Radiomic Feature Selection Using Gradient Loss of Deep Neural Network for Lung Cancer Stage Detection

    Jun 3, 2026Hina Shakir, Mohammad Mohatram, Javeed Hussain +2RadiomicsFeature Selection

    Department of Software Engineering, Bahria University, Karachi, Pakistan · Global College of Engineering and Technology, Muscat, Oman · Software Engineering & Business Incubation Center, Bahria University Karachi, Pakistan

  26. Radiuma: A Unified Zero-Code Executable Graphical Workflow Generator for Reproducible and Shareable Medical Image Analysis and Machine Learning

    May 22, 2026Mohammad Salmanpour, Mehrdad Oveisi, Isaac Shiri +1RadiomicsMedical Images

    Department of Basic and Translational Research, BC Cancer Research Institute, Vancouver, BC, Canada · Department of Radiology, University of British Columbia, Vancouver, BC, Canada · Technological Virtual Collaboration (TECVICO Corp.), Vancouver, BC, Canada +4

  27. How Sensitive Are Radiomic AI Models to Acquisition Parameters?

    May 14, 2026D. Gil, I. Sanchez, C. SanchezRadiomicsCone-Beam Computed Tomography

    Universitat Autònoma de Barcelona and Computer Vision Center, Edifici O, Campus UAB, Bellaterra (Cerdanyola), 08193, Barcleona, Spain

  28. JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift

    May 13, 2026Lavsen Dahal, Yubraj Bhandari, Geoffrey Rubin +1Cone-Beam Computed TomographyRadiomics

    Center for Virtual Imaging Trials, RAI Labs, Department of Radiology, Duke University, Durham NC 27708, USA · Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, NC 27708, USA · Department of Mathematics, Trinity College of Arts & Sciences, Duke University,2026 Durham, NC 27708, USA +1

  29. Predictive Radiomics for Evaluation of Cancer Immune SignaturE in Glioblastoma: the PRECISE-GBM study

    May 11, 2026Prajwal Ghimire, Junjie Li, Liu Yaou +2RadiomicsGlioma

    School of Biomedical Engineering & Imaging Sciences, King’s College London, UK · Department of Neurosurgery, King’s College Hospital, London, UK · Department of Neuroradiology, Beijing Tiantan Hospital, Beijing, China +1

  30. Benchmarking Foundation Models for Renal Lesion Stratification in CT

    May 8, 2026Hartmut Häntze, Sarah de Boer, Myrthe Buser +7RadiomicsLesion

    Charité - Universitätsmedizin Berlin, Department of Radiology, Berlin, Germany · Radboudumc, Diagnostic Image Analysis Group, Nijmegen, The Netherlands · Klinikum rechts der Isar, TUM University Hospital, Technical University of Munich, Munich, Germany +2

  31. Hierarchical Perfusion Graphs for Tumor Heterogeneity Modeling in Glioma Molecular Subtyping

    May 8, 2026Han Jang, Junhyeok Lee, Heeseong Eum +4GliomaRadiomics

    Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea · Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, South Korea · Dept. of Biomedical Sciences, Seoul National University, Seoul, South Korea +4

  32. Radiomics- and Clinical Feature-Driven Prediction of Volumetric Response in Skull-Base Meningioma after CyberKnife Radiosurgery

    Apr 27, 2026Yin Lin, Elena De Martin, Giacomo Conte +6RadiomicsRadiotherapy

    DEIB Polytechnic University of Milan Milan, Italy · Health Department Fondazione IRCCS Istituto Neurologico Carlo Besta Milan, Italy · Neuroradiology Unit Fondazione IRCCS Istituto Neurologico Carlo Besta Milan, Italy +1

  33. ROOFS: RObust biOmarker Feature Selection

    Jan 8, 2026Anastasiia Bakhmach, Paul Dufossé, Simon Charpigny +4Feature SelectionBiomarker

    1*COMPO Team (COMPutational Pharmacology and clinical Oncology), Inria Sophia Antipolis – Méditerranée, Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, Marseille, France. · 2Veracyte SAS, Marseille, France. · 3Assistance Publique-Hôpitaux de Marseille (APHM), Marseille, France. +1

  34. ReFRM3D: A Radiomics-enhanced Fused Residual Multiparametric 3D Network with Multi-Scale Feature Fusion for Glioma Characterization

    Dec 27, 2025Md. Abdur Rahman, Md Noman Hossain, Arefin Ittesafun Abian +4Brain Tumor SegmentationRadiomics

    Applied Artificial Intelligence and Intelligent Systems (AAIINS) Laboratory, Dhaka 1217, Bangladesh · Department of Computer Science and Engineering, United International University, Dhaka, 1212, Bangladesh · Department of Data Science and Artificial Intelligence, Monash University, Clayton, VIC, 3153, Australia +1

  35. OncoVision: Integrating Mammography and Clinical Data through Attention-Driven Multimodal AI for Enhanced Breast Cancer Diagnosis

    Nov 24, 2025Istiak Ahmed, Galib Ahmed, K. Shahriar Sanjid +10MammographyRadiomics

    Department Electrical and Computer Engineering, North South University, Dhaka, 1229, Bangladesh. · Big-Matrix Lab, North South University, Dhaka, 1229, Bangladesh. · Department of Mathematics and Physics, North South University, Dhaka, 1229, Bangladesh. +7

  36. Synergistic Vision-Language Reinforcement Enables Scalable On-Demand Analysis across Diverse Clinical Tasks

    May 6, 2025Haonan Wang, Jiaji Mao, Lehan Wang +11RadiomicsDouble-Edged Sword

    Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR · Department of Radiology, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China · Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR

  37. MRI-based Deep Radiomic Phenotyping of Neuromuscular Disorders: A Topology-driven Characterization

    Date pendingMartyna Żur, \Lukasz Piórecki, Marek Socha +5Morphometric AnalysisBiomarker

    Department of Data Science and Engineering, Silesian University of Technology, Gliwice, Poland · John Walton Muscular Dystrophy Research Centre, Newcastle University, Newcastle upon Tyne, UK · Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy