Non-Small Cell Lung Cancer

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Period ending 2026-09-21

6 new papers

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Period ending 2026-09-14

8 new papers

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Period ending 2026-09-07

4 new papers

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  1. Medical Imaging Fusing Vision Transformer: Laryngeal Cancer Screening with Explanation

    Jul 20, 2026Haiyang Wang, Luca MainardiNon-Small Cell Lung CancerLesion Segmentation

  2. Region-Grounded Vision-Language Learning for Detection-Guided Mammographic Lesion Classification

    Jul 17, 2026Zhengbo Zhou, Jiren Li, Dooman Arefan +2MammographyMedical Vision-Language Models

  3. OvAi Focus: AI-based Multi-class Segmentation of Functional Ovaries and Adnexal Masses in Gynecological Ultrasound

    Jul 15, 2026Niccolò Tallone, Francesca Salis, Pio Raffaele Fina +13Lesion SegmentationNon-Small Cell Lung Cancer

  4. Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning

    Jul 15, 2026Vincent Ochs, Christoph Kuemmerli, Florentin Bieder +12Lesion SegmentationNon-Small Cell Lung Cancer

  5. SARFA: Segment Anything with Radiomic Feature Alignment

    Jul 14, 2026Tyler Ward, Abdullah ImranMedical Image SegmentationRadiomics

  6. Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification

    Jul 14, 2026Héctor Carrión, Narges NorouziSkin Lesion ClassificationMedical Image Generation

  7. Exact and Calibrated Diffusion Reconstruction for Digital Breast Tomosynthesis

    Jul 14, 2026Imade BouftiniLow-Dose Computed TomographyDiffusion Priors

  8. CRC-HGD: A Histopathological Image Dataset for Grading Colorectal Cancer

    Jul 14, 2026Elham Amjadi, Amin Bahreini, Sayed Mohammad Hasan Emami +4Colorectal CancerComputational Pathology

  9. MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

    Jul 14, 2026Jiho Jun, Jeongwon Woo, Jaemin Song +6Colorectal CancerImage Classification

  10. Virtual Chromoendscopy with Tunable Visibility Enhancement

    Jul 14, 2026Yuhi Kanno, Yusuke Monno, Sho Suzuki +2Video Capsule EndoscopyColorectal Cancer

  11. 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 +3RadiomicsMagnetic Resonance Imaging

  12. Calibrated Selective Prediction Using Deep Ensembles for ROI-Based Thyroid Nodule Ultrasound Classification Under Dataset Shift: A Retrospective Evaluation

    Jul 13, 2026Md. Sadibul Hasan Sadib, Md. Mohayminul Mukit, Rahmatul Kabir Rasel Sarker +2Lung-Nodule DetectorAuc-Roc

  13. Analyzing Image Encoder Choices and Graph Homophily in GCN Frameworks for Breast Ultrasound Classification

    Jul 13, 2026Sabahattin Mert Daloglu, Ceren Coskun, Harvey Castro +2MammographyUltrasound

  14. 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 +4RadiomicsMagnetic Resonance Imaging

  15. Longitudinal Multi-View Breast Cancer Risk Prediction

    Jul 13, 2026Solveig Thrun, Zijun Sun, Suaiba A. Salahuddin +5MammographyDeep Learning

  16. Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift

    Jul 11, 2026Giang Nguyen, Raghav Mehta, Emma A. M. Stanley +4MammographyFoundation Model

  17. Geometry-aware Gaussian Prior and Axial Attention for Cervical Cytology Image Classification

    Jul 11, 2026Yating Li, Cheng Ye, Nenan Lyu +2Non-Small Cell Lung CancerCross-Attention

  18. BiLoG-Net: A Bi-Context Location-Guided Network for Breast Mass Segmentation and Malignancy Classification in Mammography

    Jul 11, 2026Abu Fatema Mohammad Abdun Noor, Md Imam Ahasan, Md Samiul Ahasan +3MammographyLesion Segmentation

  19. Reliability-Aware Ensemble Classification Under Class Imbalance: A Calibration Study on Liquid-Based Cervical Cytology

    Jul 10, 2026Nisreen Albzour, Sarah S. LamExtreme Class ImbalanceClass Imbalance

  20. Towards Precision Therapy in Hepatocellular Carcinoma: A Clinical-Reasoning LLM for Risk Stratification and Treatment Guidance

    Jul 9, 2026Peng Cui, Jitao Wang, Siyan Xue +41CholangiocarcinomaClinical Reasoning

  21. CT-CLIP Representations for Multimodal Lung Cancer Survival Prediction

    Jul 9, 2026Sofie Allgöwer, Mikael Johansson, Andreas Hallqvist +4Survival PredictionsNon-Small Cell Lung Cancer

  22. ConRad: Efficient Conformal Prediction for Radiomics

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

  23. Compass: Prostate Cancer Detection Needs Multi-View Context

    Jul 8, 2026Paul F. R. Wilson, Mohamed Harmanani, Zhuoxin Guo +6UltrasoundMammography

  24. Unsupervised Domain Adaptation for Calcification Classification in Mammography Across Multi-Site Datasets

    Jul 7, 2026Xuan Liu, Derek L. Nguyen, Emily C. Barre +7MammographyDomain Adaptation

  25. Finding H. pylori in the Fine Print: Evidence-Linked Multi-Agent Case Finding from Gastric Biopsy Reports

    Jul 7, 2026Yufan Wang, Anit Kumar Sahu, Yan Fei Ng +8Colorectal CancerMulti-Agent Systems

  26. Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

    Jul 7, 2026Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza MohammadiMammographyFeature Fusion

  27. GLOW-FDG: Generalized cancer LesiOn Whole-body segmentation model for 18^{18}F-FDG-PET/CT

    Jul 4, 2026Maksym Fritsak, Maximilian Rokuss, Hubert S. Gabryś +10Lesion SegmentationNon-Small Cell Lung Cancer

  28. Adversarial LassoNet: Robust Feature Selection via Stability-Driven Sparse Learning

    Jul 4, 2026Zhen Huang, Peicheng Xu, Junbiao Pang +1Feature SelectionLasso

  29. 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

  30. Learning from Lost Provenance: Multiple Instance Learning for Cancer Registry Tumor Group Classification

    Jul 3, 2026Leonard Ruocco, Jonathan Simkin, Lovedeep Gondara +2Multiple Instance LearningMammography

  31. CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging

    Jul 3, 2026Joseph Itopa Abubakar, Jorge Jarme, Favour Igwezeke +1Cancer Genome AtlasNon-Small Cell Lung Cancer

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

    Jul 2, 2026Mohammad Amanour RahmanRadiomicsMedical Image Segmentation

  33. Multimodal Fusion for Fine-Grained Classification of Breast Fibroadenoma and Phyllodes Tumors

    Jul 2, 2026Chuxi Nan, Di Wu, Hongming Guo +4MammographyNon-Small Cell Lung Cancer

  34. A Novel Machine Learning Approach for Central Nervous System Tumor Classification from DNA Methylation

    Jul 1, 2026Paulo R. Ferreira, Lucas Coutinho Freitas, Laís dos Santos Gonçalves +4GliomaNon-Small Cell Lung Cancer

  35. 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 StrodthoffRadiomicsNon-Small Cell Lung Cancer

  36. AEGIS: A Multi-Task Joint-Embedding Predictive Architecture for Mammography

    Jun 30, 2026Scott Chase Waggener, Sai Karthik Navuluru, Lakshman TamilMammographyJoint-Embedding Predictive Architectures

  37. A Multi Center Breast FNAC Whole-Slide Cytology Dataset for AI-Assisted Patch-Wise Classification Using C1 to C5 Reporting Categories

    Jun 29, 2026Garima Jain, Abhijeet Patil, Surabhi Jain +36Non-Small Cell Lung CancerReport

  38. Data-Efficient Multimodal Alignment for Histopathology-based Molecular Prediction

    Jun 29, 2026Dominik Winter, Dominik Vonficht, Loïc Le Bescond +6Computational PathologyNon-Small Cell Lung Cancer

  39. Latent-CURE for Breast Cancer Diagnosis

    Jun 29, 2026Weiyi Zhao, Xiaoyu Tan, Lu Gan +2MammographyNon-Small Cell Lung Cancer

  40. Evidence-Based Text-Conditioned 3D CT Synthesis for Ovarian Cancer

    Jun 27, 2026Francesca Pia Panaccione, Eugenio Lomurno, Francesca Fati +11Medical Image GenerationTomography

  41. Predicting Metastatic Risk from Primary Cancer Tissue Architecture via Distance-Aware Spatial Modeling

    Jun 27, 2026Sandesh Pokhrel, Hamid Manoochehri, Beatrice S Knudsen +1Non-Small Cell Lung CancerMultiple Instance Learning

  42. MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching

    Jun 26, 2026Yuexi Du, Leya Barrientos, Laura Sheiman +3Medical Image GenerationMammography

  43. Parameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer Detection

    Jun 26, 2026Akshay Bhagwan Sonawane, Sophie Choe, Lakshman TamilHybrid Quantum Neural NetworksQuantum Machine Learning

  44. Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

    Jun 26, 2026Jincheng Li, Yuzhi He, Yihui Zhan +6Cross-Domain ShiftsCross-Modality

  45. Distribution-based deep multiple instance learning for tumor proportion scoring in NSCLC

    Jun 25, 2026Krzysztof Pysz, Artur Bartczak, Jarosław Kwiecień +2Multiple Instance LearningNon-Small Cell Lung Cancer

  46. scBench-Long: Verifiable Benchmarking of Long-Horizon Single-Cell Biology

    Jun 25, 2026Ian Diks, Zhen Yang, Arjun Banerjee +2Single-Cell Rna SequencingNon-Small Cell Lung Cancer

  47. Revealing Mammographic Phenotypes in Deep Learning Breast Cancer Risk Models

    Jun 24, 2026Ruiyu Jia, Yanqi Xu, Yuxuan Chen +2MammographyDeep Learning

  48. Cross-Attention Multimodal Learning for Predicting Response to Neoadjuvant Imatinib in Gastrointestinal Stromal Tumors: A Multicenter Retrospective Study

    Jun 24, 2026Fariba Tohidinezhad, Douwe J. Spaanderman, Natalia Oviedo Acosta +14Colorectal CancerClinical Prediction

  49. BenchX: Benchmarking AI Models for Cancer Detection and Localization with Demographic and Protocol Biases

    Jun 23, 2026Qi Chen, Wenxuan Li, Pedro R. A. S. Bassi +14Medical Imaging DatasetsNon-Small Cell Lung Cancer

  50. SAGE: An Expert-Annotated South Asian GI Endoscopy Dataset for Multimodal Learning and Hallucination Analysis

    Jun 20, 2026Niyoj Oli, Sachin Acharya, Sandesh Pokhrel +7Colorectal CancerVideo Capsule Endoscopy

  51. BAC-JEPA: Label-Efficient Breast Arterial Calcification Segmentation via Synthetic Mammography-Guided Supervision

    Jun 20, 2026Scott Chase Waggener, Lakshman TamilMammographyCardiometabolic Risk

  52. Predicting High-Risk Colorectal Polyps in African Americans Using Pre-Colonoscopy Clinical Features: Machine Learning Model Development and Temporal Validation

    Jun 19, 2026Basheer Qolomany, Mrinalini Deverapall, Adeyinka Laiyemo +5ColonoscopyColorectal Cancer

  53. HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-Task Breast Cancer Analysis

    Jun 19, 2026Xiangyu Li, Ran SuMulti-Omic FrameworkMammography

  54. MammoExpert: Benchmarking Chain-of-Thought Reasoning in Mammography Diagnosis

    Jun 19, 2026Di Dai, Bo Liu, Youcheng Li +9MammographyChain-of-Thought Reasoning

  55. GIM-ENDO: A Multimodal Endoscopic Image and Video Dataset for Gastric Intestinal Metaplasia Morphology and Pathology

    Jun 18, 2026Mojgan Forootan, Mahziar Setayeshfar, Ali Darvishi +2Colorectal CancerVideo Capsule Endoscopy

  56. Computational Methods and Challenges in Cell-Free DNA Analysis for Multi-Cancer Early Detection

    Jun 18, 2026Nicko Starkey, Marcin W. Wojewodzic, Krzysztof RzeckiNon-Small Cell Lung Cancer

  57. HEad and neCK TumOR (HECKTOR) 2025: Benchmark of Segmentation, Diagnosis, and Prognosis in Multimodal PET/CT

    Jun 18, 2026Numan Saeed, Salma Hassan, Shahad Hardan +27Lesion SegmentationNon-Small Cell Lung Cancer

  58. An approach with Visual and Tabular Mamba to multimodal medical data using Mixed Fusion

    Jun 17, 2026Matheus B. Rocha, Gustavo B. Dettogni, Renato A. KrohlingMultimodal Clinical DataNon-Small Cell Lung Cancer

  59. A Bayesian Boolean Matrix Factorization with Application to Copy Number Analysis in Cancer

    Jun 16, 2026Adolphus Wagala, Mehmet Samur, Giovanni ParmigianiCancer Genome AtlasMatrix Factorization

  60. Robust Image-Driven Phenotyping of Ovarian Tumor Cells using Optimized Dynamic Features in Hyperbolic Channels

    Jun 15, 2026Hong-Fei Li, Xi-Lin Gao, Yi-Juan Xiang +6Fluidic TransportMicroscopy