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. Multimodal Brain Tumour Classification Using Feature Fusion

    Jun 9, 2026Wajih ul Islam, Muhammad Yaqoob, Javed Ali Khan +1Multimodal ClassificationMedical Image Classification

  2. An Uncertainty Estimation Framework for Dose Accumulation in Adaptive Radiotherapy: Application to CBCT-Guided Radiotherapy for Cervical Cancer

    Jun 9, 2026Cedric Hemon, Delphine Lebret, Jean-Claude Nunes +8Uncertainty QuantificationOncology

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

    Jun 9, 2026Yuqi Ma, Tianyi Wang, Weihua Meng +6Computational PathologyMedical Diagnosis

  4. Belief-Space Control for Personalized Cancer Treatment via Active Inference

    Jun 9, 2026Deniz Sargun, H. Bugra Tulay, C. Emre KoksalBelief-Space PlanningHealthcare

  5. A practical probabilistic framework for deformable image registration uncertainty in radiotherapy dose propagation

    Jun 8, 2026Stefan Heldmann, Sven Kuckertz, Nasim Givehchi +4Uncertainty QuantificationOncology

  6. Routine laboratory trajectories encode the onset of organ-level complications in cancer

    Jun 7, 2026Jannik Lübberstedt, Krischan Braitsch, Jacqueline Lammert +21Toxicity DetectionOncology

  7. TRAPS: Therapeutic Response Analysis via Pathway-informed Stratification

    Jun 5, 2026Sujoy Banik, Sayantan Chakraborty, Boishakhi Das Toma +4Cancer GenomicsCancer Survival Prediction

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

    Jun 5, 2026Sanket Kachole, Siddhesh Thakur, Shubham Innani +4Missing-Modality LearningCancer Survival Prediction

  9. BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine

    Jun 3, 2026Yang Liu, Jiajin Zhang, Danyang Tu +8Breast CancerMedical Imaging

  10. A Pathology Foundation Model for Gastric Cancer with Real-World Validation

    Jun 3, 2026Ling Liang, Jiabo Ma, Zhengyu Zhang +25Computational PathologyMedical Diagnosis

  11. Probabilistic learning to perform pre-onset individualised prediction of disease severity: application to Veno Occlusive Disease

    Jun 2, 2026Dalia Chakrabarty, Kane Warrior, Chuqiao Zhang +2Clinical Outcome PredictionClinical Prediction

  12. Pathway-Structured Privileged Distillation for Deployable Computational Pathology

    Jun 1, 2026Yongxin Guo, Hao Lu, Onur Koyun +2Computational PathologyOncology

  13. 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 +1Retrieval-Augmented GenerationMedical Diagnosis

  14. Automated Report-Derived Oncology VQA Benchmark for Evaluating Vision-Language Models on 3D Medical Imaging

    Jun 1, 2026Bo Liu, Hanxue Gu, Xiangru Li +6VLM EvaluationMedical Imaging

  15. Genotype-Conditioned Molecular Generation via Evidence-Grounded Multi-Objective Latent Perturbation in Diffusion Models

    May 31, 2026Brenda Nogueira, Gisela A. Gonzalez-Montiel, Nitesh V. Chawla +1Molecular OptimizationOncology

  16. When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework

    May 29, 2026Dylan Steiner, Gustavo Arango-Argoty, Gerald Sun +1Pathology Foundation ModelsMultimodal Embedding

  17. Developing a novel Comorbidities Index for predicting 10-year mortality in Prostate Cancer patients: A computational data-driven approach

    May 29, 2026Davide Farinati, Francesco Barletta, Paolo Zaurito +6Cancer Survival PredictionMetaheuristic Optimization

  18. Digitally enriching a high-risk population for pancreatic cancer using routine blood-based measures and clinical histories

    May 28, 2026Chris Varghese, Leo Y. Li-Han, Richa Bisht +10OncologyLongitudinal EHR Modeling

  19. Genetically Aligned Patient Representations Improve Hematological Diagnosis

    May 28, 2026Muhammed Furkan Dasdelen, Fatih Ozlugedik, Ilaria Looser +3Computational PathologyHealthcare

  20. An Approach for Thyroid Nodule Analysis Using Thermographic Images

    May 28, 2026J. R. González, É. O. Rodrigues, C. P. Damião +6Thermal ImagingMedical Image Analysis

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

    May 26, 2026Elena Sergeevna Kozachok, Sergey Sergeevich SereginSkin Lesion ClassificationClinical Triage

  22. BioFact-MoE: Biologically Factorized Mixture of Experts for Vision-Language Prognostic Modeling in Hepatocellular Carcinoma

    May 25, 2026Junlin Yang, Tian Yu, Nicha C. Dvornek +6Radiology VLMsCancer Survival Prediction

  23. The Daily Dose: Workflow-Integrated Large Language Model Automation for Clinical Summarization and Trial Identification in Radiation Oncology

    May 25, 2026Jason Holmes, Federico Mastroleo, Mariana Borras-Osorio +17HealthcareClinical Decision Support

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

    May 25, 2026Durjoy Dey, Yuhong Yan, Hassan HajjdiabHybrid CNN-Transformer ArchitecturesVision Transformer

  25. PathWISE: Multi-Agent Cancer Pathway Triaging Ontology Learning from Clinical Flowcharts

    May 25, 2026Sofiat Abioye, Ufaq Khan, Shazad Ashraf +6HealthcareClinical Triage

  26. 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 +4Document UnderstandingHealthcare

  27. A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation

    May 25, 2026Zhengrui Guo, Zhengyu Zhang, Jiabo Ma +23Computational PathologyClinical Decision Support

  28. Multimodality Stacking with Blockwise missing values and application to the PIONeeR biomarkers study for prediction of resistance to immunotherapy

    May 24, 2026Mohamed Boussena, Florence Monville, Jacques Fieschi-Meric +8Missing-Modality LearningCancer Survival Prediction

  29. ConceptM3^3oE: Concept-Guided Multimodal Mixture of Experts for Interpretable Computational Pathology

    May 23, 2026Xuan Wang, Zhongling Xu, Gopi Kannedhara +13Computational PathologyConcept Bottleneck Models

  30. Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

    May 22, 2026Yannick Kirchhoff, Maximilian Rokuss, Daniel Philipp Mertens +5Interactive Medical Image SegmentationMedical Imaging

  31. ProtoPathway: Biologically Structured Prototype-Pathway Fusion for Multimodal Cancer Survival Prediction

    May 20, 2026Amaya Gallagher-Syed, Costantino Pitzalis, Myles J. Lewis +2Cancer Survival PredictionOncology

  32. HDMoE: A Hierarchical Decoupling-Fusion Mixture-of-Experts Framework for Multimodal Cancer Survival Prediction

    May 20, 2026Huayi Wang, Haochao Ying, Yuyang Xu +5Cancer Survival PredictionSurvival Analysis

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

    May 18, 2026Farnaz Kheiri, Shahryar Rahnamayan, Masoud MakrehchiComputational PathologyOncology

  34. UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation

    May 16, 2026Shiv Ghosh, Junayd Lateef, Chih-Hua Liu +3VLM EvaluationMedical VQA

  35. Diffusion Attention Expert Model for Predicting and Semi-automatic Localizing STAS in Lung Cancer Histopathological Images

    May 15, 2026Liangrui Pan, Jiadi Luo, Yuxuan Xiao +13Computational PathologyOncology

  36. Predicting Response to Neoadjuvant Chemotherapy in Ovarian Cancer from CT Baseline Using Multi-Loss Deep Learning

    May 14, 2026Francesco Pastori, Francesca Fati, Marina Rosanu +8Clinical Outcome PredictionOncology

  37. Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-based Optimization

    May 13, 2026Isabella Poles, Simon Arberet, Riqiang Gao +5Learning to OptimizeOncology

  38. Uncertainty-Aware Prediction of Lung Tumor Growth from Sparse Longitudinal CT Data via Bayesian Physics-Informed Neural Networks

    May 13, 2026Lingfei Kong, Haoran MaMedical Image AnalysisLongitudinal Medical Image Analysis

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

    May 13, 2026Alejandro Leonardo García Navarro, Javier Cachón Ortiz, Javier González Colsa +2Multimodal ClassificationOncology

  40. Prediction of Rectal Cancer Regrowth from Longitudinal Endoscopy

    May 13, 2026Jorge Tapias Gomez, Despoina Kanata, Aneesh Rangnekar +8EndoscopyMedical Image Analysis

  41. Attention-Based Multimodal Survival Prediction with Cross-Modal Bilinear Fusion

    May 12, 2026Hassan Keshvarikhojasteh, Josien P. W. Pluim, Mitko VetaRepresentation LearningCancer Survival Prediction

  42. RadThinking: A Dataset for Longitudinal Clinical Reasoning in Radiology

    May 11, 2026Wenxuan Li, Pedro R. A. S. Bassi, Xinze Zhou +3HealthcareMedical VQA

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

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

  44. Can Language Models Identify Side Effects of Breast Cancer Radiation Treatments?

    May 8, 2026Natalie Seah, Danielle S. Bitterman, Daphna Spiegel +1Breast CancerHealthcare

  45. Graph neural network explanations reveal a topological signature of disease-associated hubs in biological networks

    May 8, 2026Kyle Higgins, Ivan Laponogov, Dennis Veselkov +1Cancer GenomicsFeature Attribution

  46. PPI-Net connects molecular protein interactions to functional processes in disease

    May 8, 2026Kyle Higgins, Guadalupe Gonzalez, Dennis Veselkov +2Cancer GenomicsGraph Neural Networks

  47. Multimodal Stepwise Clinically-Guided Attention Learning for Pathological Complete Response Prediction in Breast Cancer

    May 8, 2026Alice Natalina Caragliano, Valerio Guarrasi, Michela Gravina +2Breast CancerClinical Outcome Prediction

  48. Overcoming data scarcity through multi-center federated learning for organs-at-risk segmentation in pediatric upper abdominal radiotherapy

    May 7, 2026Mianyong Ding, Maximilian Knoll, Semi Harrabi +7Medical Image SegmentationOncology

  49. Forecasting Oncology Demand Trends with Boosting-Based Bayesian Conjugate Models

    May 6, 2026Ademir Batista dos Santos Neto, Tiago Alessandro Espinola Ferreira, Paulo Renato Alves FirminoBayesian InferenceTime Series Forecasting

  50. A Breast Vision Pathology Foundation Model for Real-world Clinical Utility

    May 6, 2026Yingxue Xu, Zhengyu Zhang, Xiuming Zhang +32HealthcareClinical Decision Support

  51. Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial

    May 5, 2026Lisa C. Adams, Linus Marx, Erik Thiele Orberg +8HealthcareClinical Decision Support

  52. Validation of an AI-based end-to-end model for prostate pathology using long-term archived routine samples

    May 4, 2026Xiaoyi Ji, Renata Zelic, Oskar Aspegren +11Computational PathologyDomain Generalization

  53. Recurrent Deep Reinforcement Learning for Chemotherapy Control under Partial Observability

    May 4, 2026Firas Mohamed Elamine Kiram, Imane Youkana, Rachida Saouli +2Reinforcement LearningHealthcare

  54. Exploring Prompt Alignment with Clinical Factors in Zero-Shot Segmentation VLMs for NSCLC Tumor Segmentation

    May 2, 2026Suraj Pai, Thibault Heintz, Cosmin Ciausu +3VLM RobustnessImage Segmentation