Oncology/Hematology

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

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Evaluation of large language models as decision support tools for head and neck cancer management: A blinded multidisciplinary simulation study.

BACKGROUND: The management of head and neck cancer relies on multidisciplinary expertise; however, access to tumor boards remains variable. Large language models (LLMs) may support guideline-based decision-making, although performance in complex oncologic scenarios is not well defined. METHODS: Fourteen synthetic cases based on real tumor board encounters were evaluated. Five blinded comparator ar...

Jan 31 2026 41621281

Intelligent multi omics and industry 6.0 and 7.0 enabled technologies for deciphering the tumor immune microenvironment and advancing cancer immunotherapy.

Recent advancements in cancer immunotherapy have transformed clinical oncology, with monoclonal antibodies (mAbs), immune checkpoint inhibitors, adoptive cellular therapies, oncolytic viruses, cytokine based therapeutics and nanomedicine establishing themselves as core treatment platforms. Tumor heterogeneity driven by inter and intra tumoral genomic divergence generates complex neoantigen landsca...

Jan 31 2026 41623584
An Optimized Strategy for Brain Tumor Classification Using SO(3) Equivariant Graph Neural Networks with Snow Geese Algorithm in MRI Imaging.

Brain tumors (BT) are actually an uncontrolled growth of cancer cells inside the body that can be classified into several classes according to their c...

Jan 31 2026 41619040
A novel signature of palmitoylation for predicting prognosis and therapeutic response of hepatocellular carcinoma.

Hepatocellular carcinoma (HCC) represents an extremely complex and heterogeneous malignant tumor. Protein palmitoylation, a highly conserved and pivot...

Jan 31 2026 41619135
Prediction of mortality, bleeding, and ischaemic events in patients with cancer and acute coronary syndrome: a model development and validation study.

BACKGROUND: Accurate assessment of mortality, bleeding, and atherothrombotic risk in patients with cancer and acute coronary syndrome could inform nov...

Jan 31 2026 41620233
ACACA modulates R-loop homeostasis to enhance lipid metabolism and microenvironmental interactions in ccRCC.

R-loops are dynamic nucleic acid structures implicated in genome regulation and instability, yet their contributions to the tumor microenvironment (TM...

Jan 31 2026 41620551
Artificial intelligence driven protein design and sustainable nanomedicine for advanced theranostics.

The integration of artificial intelligence, protein engineering, and sustainable nanomedicine is driving a paradigm shift in theranostics by enabling ...

Jan 30 2026 41674557
Digital twins in oncology: From predictive modelling to personalised treatment strategies.

The digital twin (DT) concept, originating from engineering disciplines, has emerged as a transformative technology in healthcare, particularly in onc...

Jan 30 2026 41621635
Predicting progression-free survival in hormone-receptor positive (HR+/HER2-) metastatic breast cancer (MBC) treated with CDK4/6 inhibitors: A machine learning approach.

BACKGROUND: In HR+/HER2- metastatic breast cancer (MBC), CDK4/6 inhibitors combined with endocrine therapy (ET) significantly improve progression-free...

Jan 30 2026 41637793
Deep learning predicts and in vitro experiments validates the synergistic anti-liver cancer effect of vincristine and lenvatinib: Mechanism involving apoptosis induction via the TNF-α/Caspase-8 pathway.

Resistance to lenvatinib has become a major obstacle in the clinical treatment of liver cancer, highlighting the significant research value and transl...

Jan 30 2026 41637988
A unified framework for pre-screening and screening tools in oncology clinical trials.

Clinical trial enrollment in oncology remains limited by increasingly complex eligibility criteria, biomarker stratification, and fragmented clinical ...

Jan 30 2026 41611789
Circulating tumor DNA dynamics predict pathological response and guide therapy personalization in the neoadjuvant setting.

Neoadjuvant therapy is a cornerstone of modern oncology, yet its efficacy is traditionally assessed only after treatment completion, creating a "black...

Jan 30 2026 41611911
Development of a quantitative multiparametric ultrasound and deep learning classifier for the detection of prostate cancer.

OBJECTIVES: Prostate cancer (PCa) diagnosis is increasingly guided by imaging, with ultrasound (US) emerging as a cost-effective and widely accessible...

Jan 30 2026 41612079
FAST: Filamentous Actin Segmentation Tool for quantifying cytoskeletal organization.

Studying how actin filaments are assembled into different subcellular structures can provide insights into both physiological processes and the mechan...

Jan 30 2026 41614214
Machine Learning Models for Predicting Radiation Dermatitis in Breast Cancer: A Scoping Review.

BACKGROUND: Artificial intelligence, particularly machine learning, has great potential to improve health outcomes, including predicting adverse condi...

Jan 30 2026 41614671
RNA modifications in cancer and their detection: a review.

Ribonucleic acid (RNA) modifications, once viewed as static structural features, are now recognized as dynamic regulators of the 'epitranscriptome' th...

Jan 30 2026 41615068
An interpretable machine learning model for predicting survival in pancreatic cancer via SHAP: a multicenter study.

BACKGROUND: Existing pancreatic cancer prediction models still have significant limitations until now. This multicenter retrospective study aimed to i...

Jan 30 2026 41615460
Artificial intelligence-driven 3D surface-topography app for screening and monitoring adolescent scoliosis: early results from a single institution.

PURPOSE: Radiation-free tools, such as scoliometers, ultrasound, and Moiré topography, have been explored for monitoring Adolescent Idiopathic Scolios...

Jan 30 2026 41615635
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