Oncology

Momentum

8 papers in the last four weeks, down 50% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 212

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CardsList
  1. Anatomy-aware Fine-grained Multimodal Fusion for Laryngopharyngeal Cancer T-Staging Prediction Using CT and Radiology Report

    Oct 5, 2026Xingyue Zhao, Yanzhou Su, Fang Zhang +12Radiology VLMsMultimodal Classification

  2. OpenTumorBoard: A Real-World Benchmark of Multidisciplinary Tumor Board Discussion Trajectories

    Sep 26, 2026Anqi Li, Zhixuan Ge, Yixuan Duan +9Clinical Decision-MakingOncology

  3. A Multimodal Dataset for Survival Prediction in Resected Pancreatic Ductal Adenocarcinoma

    Sep 24, 2026Anh-Tien Nguyen, Mawuko Tettey, Jacqueline Michelle Metsch +14Cancer Survival PredictionOncology

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

    Sep 22, 2026Amit Das, Tanmay Shukla, Naofumi Tomita +9Medical Image ClassificationOncology

  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 CampbellMedical Imaging Foundation ModelsOncology

  6. Adaptive Chemotherapy Control under Tumor Heterogeneity via Reinforcement Learning

    Sep 14, 2026Bereket Sitotaw Kidane, Md Samiul Haque Motayed, Shuo WangRL ControlReinforcement Learning

  7. SentryLine: Evidence-Grounded Question Answering over Evolving Documents in Oncology Care

    Sep 8, 2026Tampu Ravi Kumar, Gaurav Najpande, Muhammad Ali Khan +7Question AnsweringClinical QA

  8. Morphology signal in whole slide image foundation models can automatically triage slides

    Sep 2, 2026Ayushi Sinha, Shashank Yadav, Benjamin Holmes +9Computational PathologyPathology Foundation Models

  9. Towards AI-Assisted Clinical Trial Matching: Practical Considerations, Multicenter Evaluation, and Real-World Deployment

    Sep 1, 2026Yin Fang, Qiao Jin, Shubo Tian +24Clinical Decision SupportOncology

  10. TRUST: Threshold-Recalibrated Uncertainty-Safe Training for Certified Dismissal in Breast Cancer Screening

    Aug 31, 2026Parham Hajishafiezahramini, Matthew Hamilton, Edward Kendall +2Breast CancerSelective Prediction

  11. Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation

    Aug 31, 2026Bahar İlgen, Yiannos Tolias, Denise Kühnert +5Cancer GenomicsOncology

  12. Federated Multi-Task Learning for Bladder Tumor Segmentation and MIBC Classification Using a Hybrid CNN-Transformer Architecture

    Aug 31, 2026Malhar Udmale, Divyanshu Dwivedi, Aarohi Dhand +3Hybrid CNN-Transformer ArchitecturesMulti-Task Learning

  13. From Analytics to Tumor Boards: An Evidence-Linked Multi-Agent Workflow for Oncology Feature Extraction

    Aug 29, 2026Daniel Kang, Michelle Hu, Soorya Ram Shimgekar +12Document Information ExtractionClinical Information Extraction

  14. LUCAID: Agentic Multimodal AI for Lung Cancer Precision Pathology

    Aug 24, 2026Marie-Lisa Eich, Kai Standvoss, Timo Milbich +30Computational PathologyHistopathology Image Segmentation

  15. Development and Feasibility Evaluation of an Edge AI as Medical Device System for Breast Cancer Multidisciplinary Team Meetings

    Aug 22, 2026Aarzoo Dhiman, Farzana Haque, Iqtedar Muazzam +3Breast CancerClinical Decision Support

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

    Aug 13, 2026Baoqiang Ma, Kenneth GilhuijsConcept Bottleneck ModelsMedical Image Classification

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

    Aug 11, 2026Max A. Nelson, Eminenur Sen Tasci, Zhixiang Wang +12Ensemble LearningOrdinal Regression

  18. Large-scale AI-Ready Data for Anti-Cancer Drug Response Modeling

    Aug 11, 2026Vincent Lavelle, Yitan Zhu, Kaitlyn Marlor +2Benchmark DesignOOD Generalization

  19. Clinical Feasibility of Low-Magnification Fluorescence Imaging for Breast Cancer Margin Detection Using Texture Analysis and Deep Learning

    Aug 11, 2026Pouya Afshin, Tianling Niu, Tongtong Lu +6Computational PathologyOncology

  20. Retrieval-Augmented Vision Foundation Models for Robust Leukemia Cell Classification across Multiple Microscopy Datasets

    Aug 11, 2026Carlos Zamora, Hiram Zuniga, Ulises Orozco-Rosas +1Retrieval-Augmented ClassificationVision Foundation Model Adaptation

  21. PET/CT Radiogenomic Mutation Prediction in Non-Small Cell Lung Cancer Using Multi-Label Learning

    Aug 10, 2026Mona Furukawa, Sai Hyne, Daniel R. McGowan +1Cancer GenomicsMulti-Label Classification

  22. An Agentic Generative Large Language Model for Treatment Planning of Colorectal Cancer

    Aug 10, 2026Mengxian Lyu, Cheng Peng, Tim Jang +18Clinical Decision-MakingDomain Adaptation for LLMs

  23. DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology

    Aug 8, 2026Junfei Ling, Bangzheng Pu, Bingsen Xue +3Cancer Survival PredictionClinical Outcome Prediction

  24. Distilling CT Foundation Models into Editable Concept Bottlenecks for Lung Nodule Malignancy Prediction

    Aug 8, 2026Fakrul Islam Tushar, Stephen Adamo, Geoffrey D. RubinMedical Imaging Foundation ModelsConcept Bottleneck Models

  25. Artificial Intelligence Can Match Domain Experts in Evidence Extraction and Critical Appraisal of Microbial Oncogenesis Research Publications

    Aug 7, 2026Kaela Kokkas, Hairong Wang, Richard Klein +11LLM EvaluationOncology

  26. Longitudinal 3D Foundation Modeling for Neoadjuvant Breast Cancer Response Prediction from Serial DCE-MRI

    Aug 7, 2026Fidel Omar Tito Cruz, Neda Ghafouri, Zengyan Wang +3Breast CancerLongitudinal Medical Image Analysis

  27. Bag-of-Visual-Words for Spatial Mapping of Lung Adenocarcinoma Growth Patterns

    Aug 5, 2026Darya Ardan, Valentin Oreiller, Henning MüllerComputational PathologyOncology

  28. Learning Clinical-Trial Strategy: Offline Policy Training for Decision Agents

    Aug 4, 2026William Bolton, Philip TorrClinical Decision-MakingImitation Learning

  29. CIGTSurv: Clinical Information Guided Tri-modal Survival Prediction with Local Prototype Association and Global Feature Alignment

    Aug 4, 2026Jing Dai, Qibin Zhang, Weiwei Zhou +4Cancer Survival PredictionSurvival Analysis

  30. TumorBoard: Evidence-Grounded Multi-Agent Decision Support for Longitudinal Neuro-Oncology

    Aug 4, 2026Yantong Liu, Zheyu Zhang, Runpeng Liu +3Multi-Agent CoordinationHealthcare

  31. NeuroMosaic: Anatomically Grounded Multimodal Large Language Modeling for Molecularly Aware Glioma Reasoning from 3D MRI and Clinical Narratives

    Aug 4, 2026Yantong Liu, Zheyu Zhang, Runpeng Liu +3Multimodal Large Language ModelsMedical VLMs

  32. Spatial proteomics guided by H&E-based AI reveals recurrence-risk niches in triple-negative breast cancer

    Aug 4, 2026Yesung Cho, Ji Hwan Park, Chanil Kim +27Breast CancerComputational Pathology

  33. CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation

    Aug 4, 2026Ting Yin, Danning Li, Chen Shu +17Breast CancerMedical Report Generation

  34. SAGE: Semantic Explainability of Attention-Based Survival Models in Computational Pathology

    Aug 3, 2026Abdallah Lamane, Abdul Rahman Diab, Ren-Chin Wu +1Computational PathologyCancer Survival Prediction

  35. Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

    Aug 2, 2026Zhiwei Chen, Yang Hu, Yuxiang Xiao +7Computational PathologyPathology Foundation Models

  36. Zero-Cost Virtual RNA: Approximating Immunotherapy Signatures via Cross-Modal WSI Retrieval

    Aug 1, 2026Sigrid Vila-Bagaria, Mar Teixidó, Miquel Piñol +3Computational PathologyCross-Modal Retrieval

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

    Aug 1, 2026Huu Phong Nguyen, Delower Hossain, Ehsan Saghapour +2Cancer Survival PredictionOncology

  38. What Carries the Signal in Pathology Foundation-Model Atlases? A Patient-Level Controlled Benchmark in Breast Cancer

    Jul 31, 2026Chimdi Walter NdubuisiBreast CancerComputational Pathology

  39. 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 +2Cancer Survival PredictionPET/CT Imaging

  40. 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 +1Medical Imaging Foundation ModelsClinical Outcome Prediction

  41. Where Physics Meets Privacy: Federated PINNs for Privacy-Preserving Brain Tumor Biomechanical Modeling

    Jul 28, 2026Mahmuda Akter Sristy, Md Al-Mahfuz Chowdhury, Momota Ahsana Meem +2Privacy-Preserving MLOncology

  42. Effect of User-Prompted Priors on Semi-Automated Cancer Lesion Segmentation in Whole-Body Computed Tomography

    Jul 27, 2026Isac Stark, Johan Öfverstedt, Elin Lundström +3Interactive Medical Image SegmentationMedical Image Segmentation

  43. Inverse Bayesian Inference for Extracting Lesion Dynamics from Longitudinal Spectral CT

    Jul 25, 2026Lukas Förner, Melina Wördehoff, Julian Steffens +6Latent Dynamics ModelingBayesian Inverse Problems

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

    Jul 22, 2026Frederik Hauke, Jeremias Krause, Patrick Wienholt +6Cancer GenomicsOncology

  45. Pathologist Attention-Aligned Report Generation for Prostate Histopathology

    Jul 21, 2026Ruoyu Xue, Suryakant Singh, Souradeep Chakraborty +12Computational PathologyMedical Report Generation

  46. Weakly Supervised Pathology-Informed Representation Learning for PET-Based Content Retrieval of Intra-Tumour Heterogeneity

    Jul 21, 2026Rajat Vashistha, Sandra Brosda, Lauren G. Aoude +8Cross-Modal Representation LearningOncology

  47. GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis

    Jul 20, 2026Naoto Usuyama, Jeya Maria Jose Valanarasu, Sicong Yao +27Pathology Foundation ModelsOncology

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

    Jul 20, 2026Haiyang Wang, Luca MainardiEndoscopyMedical Imaging

  49. Causal-Adversarial Probing of Clinical Covariates for Prostate MRI Grading

    Jul 16, 2026Yipei Wang, Shiqi Huang, Wen Yan +6Causal Representation LearningMedical Image Classification

  50. AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling

    Jul 15, 2026Wenxi Liu, Michael Trimboli, Xianqi LiDynamical SystemsHealthcare

  51. Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning

    Jul 15, 2026Vincent Ochs, Christoph Kuemmerli, Florentin Bieder +123D Medical ImagingMultimodal Classification

  52. TRACE-PCa: Predicting Prostate Cancer Progression from Longitudinal MRI During Active Surveillance

    Jul 15, 2026Hongye Zeng, Shreeram Athreya, Dingyuan Dai +4Longitudinal Medical Image AnalysisClinical Outcome Prediction

  53. Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery

    Jul 15, 2026Yue Yang, Annie Benson, Matthieu Chabanas +7Medical Image RegistrationOncology

  54. Beyond Binary Detection: A Multi-Dimensional Taxonomy of Cancer Misinformation on Reddit

    Jul 14, 2026Aria Pessianzadeh, Pooriya Jamie, Naima Sultana +6Fake News DetectionOncology