Cancer Detection

Momentum

13 papers in the last four weeks, against 1 the four weeks before. 0.2% of all new papers.

Jul 6Week of Sep 21

Latest papers 65

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  1. Detail in Context: A Dual-Scale Machine Learning Framework for Mycosis Fungoides Detection

    Sep 29, 2026Mohamed Hazem, Tarek Waleed, Omar Khaled +8MelanomaCancer Detection

  2. Merlin Plus: A Large-Scale, Multi-Cancer, Image-Mask-Report Dataset

    Sep 29, 2026Pedro R. A. S. Bassi, Wenxuan Li, Szymon Plotka +10Tumor SegmentationCancer Detection

  3. Cross-Modal Contrastive Learning from Histopathology and CT for Automated Renal Cell Carcinoma Grading

    Sep 22, 2026Amit Das, Tanmay Shukla, Naofumi Tomita +9Cancer DetectionDigital Pathology

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

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

  5. 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

  6. Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma by Integrating Multimodal Ultrasound and Clinical Data: A Multicenter Study

    Sep 21, 2026Jun Cheng, Yuanyuan Kong, Qing Huang +9CholangiocarcinomaCancer Detection

  7. ERCPMP-Gx: Endoscopic Image and Video Dataset for Morphological, Histopathological, and Genomic Characterization of Colorectal Polyposis

    Sep 17, 2026Zahra Ghaffari, Massih Bahar, Mojgan Forootan +2Polyp SegmentationColorectal Cancer

  8. FCA-Guided Counterfactual Explanations for Multi-Modal Breast Cancer Diagnosis: A Framework Achieving Perfect Validity with Emergent Sparsity

    Sep 17, 2026Abdullahi Isa, Souley Boukari, Muhammad AliyuCancer DetectionCounterfactual Explanation

  9. Potential of Artificial Intelligence Algorithms for Identification of Relevant Diagnostic and Prognostic Biomarkers of Early-Stage Liver Cancer

    Sep 14, 2026Ali Bou Nassif, Darko Castven, Manar Abu Talib +4CholangiocarcinomaCancer Detection

  10. A Dual Cross-Attention Framework for Colposcopic CIN Grading and Swede Score Prediction Using a New Multi-Center Dataset

    Sep 14, 2026Dania Khan, Nuzhat Aisha Shaikh, Asfina Hassan Juicy +3Cancer DetectionRoc-Auc

  11. Reliability-Aware Hybrid-K Ensemble Selection for Cervical Cytology Classification: Integrating Discrimination, Calibration, and Selective Prediction

    Sep 10, 2026Nisreen Albzour, Sarah S. LamCancer DetectionEnsemble

  12. Deep Learning for Biopsy-Free Subtyping of Basal Cell Carcinoma from Dermatoscopic Images

    Sep 7, 2026Alexandros Papadopoulos, Chrysa Episkopou, Ioannis Sarafis +2MelanomaSkin Lesion Classification

  13. Weakly-supervised Kidney Tumor Classification from CT Scans with Multi-Instance Learning and Anatomical Filtering

    Sep 7, 2026Joonas Ariva, Dmytro FishmanMultiple Instance LearningCancer Detection

  14. Semantic-Guided Multimodal Preprocessing for Vision Transformer-Based Clear Cell Renal Cell Carcinoma Grading

    Sep 1, 2026Fatemeh Javadian, Zhu Chen, Zahra Aminparast +1Cancer DetectionDigital Pathology

  15. Less Annotation, More Interpretation: Prior-Guided Concept Bottleneck Models for Interpretable Cancer Imaging Diagnosis

    Aug 13, 2026Baoqiang Ma, Kenneth GilhuijsDermoscopic Concept Bottleneck ModelsCancer Detection

  16. Performance of large language models in the optical diagnosis of colorectal polyps

    Jul 31, 2026Joshua C. Vences, William T. Tran, Nikko Gimpaya +15Polyp SegmentationCancer Detection

  17. Re-thinking Mammography Transfer Learning: The Dataset-Informed Transfer Learning (DITL) Framework for Breast Cancer Screening and Lesion Diagnosis

    Jul 28, 2026Adarsh Bhandary Panambur, Siming Bayer, Andreas MaierMammographyCancer Detection

  18. C-Norm: Cell-Distribution Normalization Enables Precision Recognition of Medical-Cell Image

    Jul 14, 2026Yang Qianl, Liu Xiany, Dai Daw +5Cancer DetectionArtificial Intelligence Detection

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

    Jul 14, 2026Elham Amjadi, Amin Bahreini, Sayed Mohammad Hasan Emami +4Cancer DetectionDigital Pathology

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

    Jul 11, 2026Yating Li, Cheng Ye, Nenan Lyu +2Cancer DetectionGeometry-Aware

  21. 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 +3MammographyCancer Detection

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

    Jul 10, 2026Nisreen Albzour, Sarah S. LamCancer DetectionImbalanced Classification

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

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

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

    Jul 3, 2026Leonard Ruocco, Jonathan Simkin, Lovedeep Gondara +2Cancer DetectionMultiple Instance Learning

  25. 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 +4Cancer DetectionGlioma

  26. 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 +36Cancer DetectionMammography

  27. Latent-CURE for Breast Cancer Diagnosis

    Jun 29, 2026Weiyi Zhao, Xiaoyu Tan, Lu Gan +2MammographyCancer Detection

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

    Jun 26, 2026Jincheng Li, Yuzhi He, Yihui Zhan +6Cancer DetectionCross-Modality

  29. 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 +14Cancer DetectionArtificial Intelligence Benchmarks

  30. A Leakage-Aware Comparative Benchmark of Machine Learning, Deep Learning, and Transformer Models for Reliable Leukemia Detection

    Jun 23, 2026Nisreen AlbzourAcute Myeloid LeukemiaCancer Detection

  31. Multi-cancer detection using a computationally efficient CNN with transfer learning

    Jun 21, 2026Vasileios E. Papageorgiou, Georgios Petmezas, Dimitrios-Panagiotis Papageorgiou +2Cancer DetectionCnn-Transformer Tradeoff

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

    Jun 20, 2026Niyoj Oli, Sachin Acharya, Sandesh Pokhrel +7Colorectal CancerColonoscopy

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

    Jun 19, 2026Xiangyu Li, Ran SuMulti-Omic IntegrationCancer Detection

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

    Jun 18, 2026Nicko Starkey, Marcin W. Wojewodzic, Krzysztof RzeckiCancer DetectionMultidisciplinary Tumor Boards

  35. 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 DataCancer Detection

  36. Trusting Right Predictions for Wrong Reasons: A LIME Based Analysis of Deep Learning Interpretability in Lung Cancer Diagnosis

    Jun 14, 2026Samarpan Poudel, Vladislav D VekslerCancer DetectionClinical Prediction

  37. Towards Global AI-Driven Cervical Cancer Screening

    Jun 12, 2026Thuy Nuong Tran, Ömer Sümer, Evangelia Christodoulou +15Cancer DetectionTumor

  38. Polyp-D2ATL: Deep Domain-Adaptive Transfer Learning for Colorectal Polyp Classification under Label Distribution Shift

    Jun 12, 2026Sajad Jabarzadeh Ghandilu, Maryam Sadat Hosseini Azad, Shahriar Baradaran Shokouhi +1Polyp SegmentationCancer Detection

  39. Two-Stage Fine-Tuning of ResNet50 for High-Sensitivity Melanoma Detection on Dermoscopic Images

    Jun 11, 2026Aryan BhagatSkin Lesion ClassificationMelanoma

  40. Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation

    Jun 11, 2026Elena S. Kozachok, Sergey S. Seregin, Aleksandr V. Kozachok +2Skin Lesion ClassificationMelanoma

  41. Intelligent Skin Cancer Detection Using a Multispectral Metasurface and a Hybrid

    Jun 9, 2026Afsane Saee ArezoomandSkin Lesion ClassificationMelanoma

  42. Patient-Level Diagnosis of Acute Myeloid Leukemia via Deep Learning Analysis of Bone Marrow Smear

    Jun 9, 2026Yuqi Ma, Tianyi Wang, Weihua Meng +6Acute Myeloid LeukemiaCancer Detection

  43. Multi-FRuGaL: Multimodal Flexible Redundancy-aware Decomposed Gated Learning for Cancer Diagnosis and Prognosis

    Jun 5, 2026Sanket Kachole, Siddhesh Thakur, Shubham Innani +4Missing ModalitiesCancer Detection

  44. Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection

    Jun 1, 2026Sihang Zeng, Matthew Thompson, Ruth Etzioni +1Patient TrajectoriesElectronic Health Records

  45. A Novel Global Context-aware Deep Neural Network for Enhanced Brain Tumor Segmentation using Magnetic Resonance Images

    May 28, 2026Sourjya Mukherjee, Ananya Bhattacharjee, R. MuruganBrain Tumor SegmentationMagnetic Resonance Imaging

  46. Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System

    May 26, 2026Elena Sergeevna Kozachok, Sergey Sergeevich SereginSkin Lesion ClassificationMelanoma

  47. CNNs, Transformers, Hybrid, and Vision Language Models for Skin Cancer Detection

    May 25, 2026Durjoy Dey, Yuhong Yan, Hassan HajjdiabMelanomaCancer Detection

  48. RAPTOR+: A Visually Grounded Vision-Language Framework to Improve Clinical Trust and Auditability in Automated Cancer Referral Processing

    May 25, 2026Sofiat Abioye, Ufaq Khan, Shazad Ashraf +4Medical Vision-Language ModelsCancer Detection

  49. SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis

    May 25, 2026Tianyu Zhang, Xinglong Liang, Jarek van Dijk +13Medical Image GenerationMagnetic Resonance Imaging

  50. Beyond Morphology: Quantifying the Diagnostic Power of Color Features in Cancer Classification

    May 18, 2026Farnaz Kheiri, Shahryar Rahnamayan, Masoud MakrehchiCancer DetectionTissue

  51. Systematic Evaluation of Vision Transformers for Automated Cervical Cancer Classification: Optimization, Statistical Validation, and Clinical Interpretability

    May 17, 2026Nisreen Albzour, Sarah S. LamCancer DetectionVision Transformer

  52. MHMamba: Multi-Head Mamba for 3D Brain Tumor Segmentation

    May 15, 2026Hanjun Tao, Hua Wang, Fan ZhangBrain Tumor SegmentationMagnetic Resonance Imaging

  53. Machine Learning-Driven Multimodal Spectroscopic Liquid Biopsy for Early Multicancer Detection

    May 13, 2026Alejandro Leonardo García Navarro, Javier Cachón Ortiz, Javier González Colsa +2Cancer DetectionRaman

  54. Donor-Aware scRNA-seq Benchmarks for IBD Classification

    May 5, 2026Jonathan MuhireSingle-Cell RnaCells

  55. CMGL: Confidence-guided Multi-omics Graph Learning for Cancer Subtype Classification

    Apr 27, 2026Boyang Fan, Hengchuang Yin, Siyu Yi +5Multi-Omic IntegrationCancer Detection

  56. Attend what matters: Leveraging vision foundational models for breast cancer classification using mammograms

    Apr 21, 2026Samyak Sanghvi, Piyush Miglani, Sarvesh Shashikumar +3MammographyCancer Detection

  57. Dual-Modal Lung Cancer AI: Interpretable Radiology and Microscopy with Clinical Risk Integration

    Apr 17, 2026Baramee Sukumal, Aueaphum AueawatthanaphisutCancer DetectionRadiology Report Generation

  58. Early Detection of Acute Myeloid Leukemia (AML) Using YOLOv12 Deep Learning Model

    Apr 17, 2026Enas E. Ahmed, Salah A. Aly, Mayar MonerAcute Myeloid LeukemiaCancer Detection