Oncology/Hematology

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

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Showing 21-40 of 18,834 articles

Beyond the ceiling: A critical analysis of microRNA research in cutaneous T-cell lymphoma and a roadmap forward.

MicroRNAs (miRNAs) have been studied in cutaneous T-cell lymphoma (CTCL) for more than 15 years, revealing oncogenic and tumor-suppressive networks, the JAK/STAT-miRNA signaling circuit, diagnostic classifiers, and therapeutic miRNA targeting (Cobomarsen, targeting miRNA-155). Yet, no miRNA diagnostic has reached clinical practice. We synthesize the CTCL miRNA literature and argue that translation...

Sep 1 2026 42678334

Targeting GLUTs in Cancer: Mechanisms, Combination Strategies, and Translational Challenges.

Cancer cells exhibit metabolic reprogramming, most notably the Warburg effect, which underscores their heightened dependency on glucose uptake facilitated by glucose transporters (GLUTs). While targeting GLUTs holds promise for disrupting tumor metabolism, monotherapeutic inhibition often leads to compensatory resistance mechanisms, metabolic plasticity, and dose-limiting toxicity. This review com...

Sep 1 2026 42678477
Discovery of novel acridine based inhibitors of Bruton's tyrosine kinase (BTK) via pharmacophore modeling and machine learning-driven virtual screening followed by molecular dynamic studies.

Bruton's Tyrosine Kinase (BTK) has been recently recognized as an important drug design target for treating B-cell malignancies. Unfortunately, drug r...

Sep 1 2026 42678624
CAR-T cell therapy in advanced practice nursing management. A Statistical and Large Language Model approach to highlight critical issues.

AimTo gather nurses' perceptions nursing hematologic management on patients undergoing CAR-T cell therapy. A combined approach using statistical analy...

Sep 1 2026 42678679
Annotation-efficient Semi-supervised and Active Learning for Breast Cancer Segmentation in DCE-MRI.

Accurate breast tumor segmentation in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is vital for diagnosis and treatment planning. De...

Sep 1 2026 42678842
New Evidence in Heart Failure: 2026 Update.

Heart failure (HF) remains a major cause of morbidity, mortality, impaired quality of life and healthcare expenditure worldwide. The global burden of ...

Sep 1 2026 42679357
The role and mechanism of diosgenin glucoside in modulating megakaryopoiesis through promotion of autophagy via the AMPK/mTOR/ULK1 signaling pathway.

BACKGROUND: Radiation-induced thrombocytopenia (RIT) is a severe, dose-limiting complication of cancer radiotherapy with limited clinical management o...

Sep 1 2026 42679530
Cone Beam Computed Tomography-based Lung Function Imaging using Deep Learning for Functional Image-Guided Adaptative Radiation Therapy.

PURPOSE: Recent studies indicate that lung function can change significantly during radiation therapy (RT) course. However, additional function imagin...

Sep 1 2026 42679907
Patient-Derived Organoids for Hepatobiliary Cancers: Molecular Mechanisms, Translational Applications and Precision Therapeutics.

Hepatobiliary cancers are highly heterogeneous malignant tumors, and the drug resistance frequently emerges at advanced stages. Patient-derived organo...

Sep 1 2026 42679918
Generative AI-enabled neoantigen vaccine engineering: From tumor antigen discovery to personalized construct design and translational validation.

Neoantigen vaccines have rekindled interest in therapeutic cancer vaccination, yet their clinical efficacy remains constrained by imperfect antigen pr...

Sep 1 2026 42679971
Research progress in traditional Chinese medicine for lymphoma: multi-pathway and multi-drug combination approaches.

OBJECTIVES: Lymphoma is a prevalent hematologic malignancy with complex pathogenesis involving dysregulated signaling pathways and high treatment resi...

Sep 1 2026 42680210
Small Extracellular Vesicle and Total Lipid Profiles Provide a Diagnostic Advantage Over CA-125 Across Ovarian Cancer Subtypes.

Ovarian cancer remains the most lethal gynaecological malignancy, largely due to late-stage diagnosis and the limited sensitivity of CA-125 for border...

Sep 1 2026 42680694
Integrative Multi-Omics Analysis Identifies Thrombosis-Associated Molecular Features Linked to Germline Susceptibility and Immune Cell Communication in Gastric Cancer.

Emerging evidence indicates that coagulation-related molecular programs are associated with thrombosis, tumor progression, and molecular dysregulation...

Sep 1 2026 42681916
Agreement in Staging and Treatment Recommendations Among Clinicians, Text-Only Clinicians, DeepSeek-V3, and ChatGPT-4o for Nasopharyngeal Carcinoma Patients.

PURPOSE: With AI tools being increasingly utilized for medical inquiries, this study evaluated the agreement between clinicians, text-only clinicians,...

Sep 1 2026 42681963
Applications of Deep Learning in Endocrine Neoplasms.

Machine learning methods have been growing in prominence across all areas of medicine. In pathology, recent advances in deep learning (DL) have enable...

Sep 1 2026 42526978
Dedicated Endoscopy for Barrett's Oesophagus With Higher Dysplasia Yield May Reduce Seattle Protocol Biopsies: Results From UK Multicentre Study.

BACKGROUND: Dedicated service for Barrett's oesophagus (BO) surveillance may be more effective than conventional service, according to some single cen...

Sep 1 2026 42528176
Peptide Therapeutics for Solid Tumors: Functional Classes, AI-Enhanced Discovery and Clinical Advances.

Solid tumors, the most prevalent form of malignancy, pose therapeutic challenges distinct from hematologic malignancies due to their complex biology, ...

Sep 1 2026 42552640
Systematic prioritization of candidate genes in camptothecin biosynthesis using multi-omics and deep learning.

Camptothecin (CPT), a plant-derived monoterpene indole alkaloid first identified in Camptotheca acuminata, is a drug precursor widely used for cancer ...

Sep 1 2026 42557532
Harnessing Artificial Intelligence to Strengthen Acute and Critical Care Nursing Practice: A Systematic Review.

BACKGROUND: Artificial intelligence (AI) is reshaping clinical decision support systems (CDSSs). In acute and critical care, nurses provide continuous...

Sep 1 2026 42563433
Diagnostic performance of artificial intelligence models trained on scattered single-cell images is not preserved for hyperchromatic crowded cell groups in cervical cytology.

BACKGROUND: Deep learning has shown promising performance in cervical cytology; however, many studies have relied on presegmented single-cell images r...

Sep 1 2026 42566440
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