Oncology/Hematology

Latest AI and machine learning research in oncology/hematology for healthcare professionals.

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Showing 2458-2478 of 17,039 articles
A rapid total-body PET imaging approach for pediatric patients using non-attenuation-corrected PET scans.

BACKGROUND: Pediatric lymphoma patients undergo multiple 18F-FDG PET/CT examinations for staging and...

May 2026 42171886
Preoperative Risk Assessment of Adrenal Metastases in a Multicenter Study: Development of a Robust Federated Learning Model.

RATIONALE AND OBJECTIVES: In clinical practice, the preoperative risk assessment of adrenal metastas...

May 2026 42173766
When the Algorithm Speaks: A Case for Simulation-Based Training in Communicating Artificial Intelligence-Generated Prognostic Outputs in Oncology.

Artificial intelligence prognostic tools are now embedded in routine oncology workflows, generating ...

May 2026 42174371
Machine learning based hepatic safety score predicts decompensation in hepatocellular carcinoma systemic therapy.

Hepatocellular carcinoma (HCC) frequently coexists with portal hypertension, significantly increasin...

(1)
May 2026 42168526
Radiomics analysis of restaging MRI for detection of pathological complete response in locally advanced rectal cancer.

PURPOSE: magnetic resonance imaging (MRI)-based radiomics has emerged as a promising approach for no...

May 2026 42222428
Lung Cancer Screening and Prevention: Beyond Conventional Strategies in a Rapidly Changing Global Milieu.

Lung cancer remains the leading cause of cancer-related mortality worldwide despite advances in earl...

(1)
May 2026 42166705
Diabetic retinal disease cure accelerator: Modernizing staging and endpoints.

The "Diabetic Retinal Disease (DRD) Cure Accelerator," a joint initiative by the Mary Tyler Moore Vi...

May 2026 42173402
Finding Associative and Causal Effects of Temporal Changes in Health Features for Prevalent and Incident Cancer in Males: A Machine Learning Approach.

Cancer remains a major public health challenge driven by complex interactions among sociodemographic...

May 2026 42174788
Towards the Definition of a Prognostic Model for Mantle Cell Lymphoma.

Mantle cell lymphoma (MCL) has a heterogeneous clinical course, making robust, usable prognostic too...

May 2026 42174792
Building an Ontology-Based Cohort of Liver Cancer Imaging Data for AI Development on the European Federated Platform EUCAIM.

Hepatocellular carcinoma (HCC) is steadily increasing in incidence worldwide and requires data-drive...

May 2026 42174810
A Comparison of Different Models to Recommend Variables for Research Data Requests to German Cancer Registries.

Cancer registry data is an important resource in cancer research, e.g. to formulate hypotheses for n...

May 2026 42174835
A Knowledge Graph to Represent and Predict Cancer Mechanistic Associations.

A range of underlying mechanistic relationships influences the incidence of cancer. Understanding th...

May 2026 42174845
Multimodal Graph-Based Model for Discrete-Time Survival Prediction in Liver Cancer.

Liver cancer is a leading cause of cancer mortality; hepatocellular carcinoma (HCC), its predominant...

May 2026 42174858
Identification of Cervical Cancer Biomarkers Using Gene Co-Expression Networks and Machine Learning Methods.

Cervical cancer (CC) causes significant mortality due to late diagnosis and limited understanding of...

May 2026 42174861
Deep Learning-Based Prediction of Pathogenicity for ABL1 Protein Variants Using Sequence Representation.

The ABL1 gene encodes a non-receptor tyrosine kinase implicated in leukemia and other genetic disord...

(1)
May 2026 42174886
Real-World Application of a Machine Learning Pipeline for Overall Survival in Chronic Lymphocytic Leukemia.

We developed a machine learning model and validated it using a large-scale, real-world cohort to pre...

May 2026 42174951
From Report to Record: Prompt-Based Information Extraction from Gynecology Oncology Reports Using LLMs.

The growing capabilities of Large Language Models (LLMs) in understanding and generating clinical te...

May 2026 42174970
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