Oncology/Hematology

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

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Impact of deep learning image reconstruction on ADC quantification and histogram metrics: a phantom study.

OBJECTIVE: Recently, deep learning (DL)-based reconstruction methods have been introduced into clini...

Apr 2026 41973320
Bridging Trials and Real Life in Fixed-Duration BTKi-Venetoclax for CLL: A Delphi-Enhanced Synthesis Incorporating Artificial Intelligence (AI) Benchmarks.

BACKGROUND: Optimal patient selection for the most effective BTK inhibitor (BTKi) partner of venetoc...

Apr 2026 41974594
Soft multiclass feature augmented deep learning to predict tumor origins using cytology or histology whole slide images.

Tailoring cancer treatment to the primary tumor site is essential for optimal outcomes, yet identify...

Apr 2026 41974822
Machine Learning to Predict Implant-Based Breast Reconstruction Failure: A Bootstrap-Validated Elastic Net Model.

BACKGROUND: Implant-based reconstruction failure remains a significant complication following breast...

Apr 2026 41974903
Objective quantification of chemotherapy-induced madarosis: a pilot study of an automated computer vision pipeline for eyebrow density assessment.

Chemotherapy-induced madarosis significantly impacts patient quality of life, yet current assessment...

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Apr 2026 41975023
Identification of a novel platelet-related prognostic model for hepatocellular carcinoma.

Hepatocellular carcinoma (HCC) is a highly lethal malignancy with high invasiveness and metastasis. ...

Apr 2026 41975111
DiSCNet: Directional Split Convolution for compute-efficient brain tumor diagnosis.

Brain tumor classification from magnetic resonance imaging (MRI) remains challenging because tumor a...

Apr 2026 42000653
Colorectal liver metastases: imaging strategies for diagnosis, local treatment planning and systemic treatment response.

Colorectal liver metastases (CRLM) remain a major cause of cancer-related mortality, with imaging pl...

Apr 2026 42119162
Integrated genomic profiling identifies predictive biomarkers for neoadjuvant therapy response in Chinese breast cancer patients.

Neoadjuvant therapy (NAT) has emerged as a standard treatment strategy for locally advanced breast c...

Apr 2026 41974248
Personalized neoantigen cancer vaccines: Why clinical benefit remains inconsistent.

Personalized cancer vaccines have re-emerged as a promising strategy in precision immunotherapy, dri...

Apr 2026 41974392
Salivary biomarkers and their diagnostic importance in oral diseases.

OBJECTIVE: This review critically evaluates the diagnostic potential of salivary biomarkers in oral ...

Apr 2026 41996891
Digital twin applications in radiology and radiotherapy: Applications, challenges, and future perspectives.

Digital twin technology has emerged as a transformative innovation in healthcare, offering virtual r...

Apr 2026 42000470
Explainable machine learning integrating metabolic and inflammatory signatures for personalized prognosis in resected intrahepatic cholangiocarcinoma.

BACKGROUND: The precise prognostic stratification of intrahepatic cholangiocarcinoma (iCCA) remains ...

Apr 2026 42034574
Scalable Quantum Non-Local Neural Network Optimized with Tyrannosaurus Algorithm for Brain tumor Detection using MRI Images.

Early and reliable detection of brain tumors from magnetic resonance imaging (MRI) is essential for ...

Apr 2026 41967037
Multiscale analysis and optimal glioma therapeutic candidate discovery using the CANDO platform.

Glioma is a highly malignant brain tumor with limited treatment options. We employed the Computation...

Apr 2026 41968358
Bone Magnetic Resonance Imaging: From Conventional Methods to AI-Driven Solutions.

With global population aging and increased life expectancy, bone diseases affect a substantial propo...

Apr 2026 41968381
CMML2AML: machine-learning discovery of co-mutations and specific single mutations predictive of blast transformation in chronic myelomonocytic leukemia.

Contemporary risk models in chronic myelomonocytic leukemia (CMML) focus on the prognostic relevance...

Apr 2026 41965730
Content analysis of output from generative artificial intelligence chatbots when prompted about breast cancer and alcohol consumption.

OBJECTIVES: Alcohol is a group one carcinogen and contributes to breast cancer risk for women. Aware...

Apr 2026 41967366
Generative deep learning-driven de novo design of targeted MAP4K6 inhibitors.

The discovery of selective small-molecule inhibitors for pharmacologically underexplored kinases rem...

Apr 2026 41967399
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