Oncology/Hematology

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

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Focused Ultrasound in Brain Tumors: Mechanisms, Imaging Guidance, and Emerging Clinical Applications.

Focused ultrasound (FUS) is an emerging therapeutic and diagnostic technology in neuro-oncology, off...

May 2026 41360502
Precision animal models of tumors: Advances, challenges and clinical translation.

Preclinical immunotherapy research relies heavily on animal tumor models, which can be broadly class...

May 2026 42083934
Integrating QSAR-Machine Learning, Biochemical Assays, and Molecular Dynamics for the Discovery of JAK2 Inhibitors in Cervical Cancer.

Cervical cancer remains a major global health challenge, where dysregulated JAK2 signaling constitut...

(1)
May 2026 42083988
CellFuse enables Multi-modal Integration of Single-cell and Spatial Proteomics Data for Systems-level Analysis in Cancer.

Analysis of tumors using single-cell and spatial modalities is critical to advance our understanding...

May 2026 42084223
A deep-learning framework for brain tumor segmentation via three-dimensional mass-preserving geometric transformation.

This article presents a robust and efficient framework for brain tumor segmentation based on deep le...

May 2026 42084803
A framework for quantifying and leveraging uncertainty in pre-trained CT denoising model.

OBJECTIVE: To develop an architecture-agnostic framework that estimates, calibrates, and leverages t...

(2)
May 2026 42085391
Development and validation of a machine learning model to predict recurrence in polypoidal choroidal vasculopathy: a multicentre prospective study.

AIM: This study aims to develop and validate machine learning models for predicting recurrence in po...

May 2026 42086315
Comprehensive evaluation of cross cancer generalization in histopathology segmentation models across 21 tumor types.

BACKGROUND: Artificial intelligence has significantly advanced computational pathology by enabling h...

May 2026 42086725
Pancreatic tumor detection in computed tomography images through a rotary positional siamese vision transformer.

Vision Transformers (ViTs) are one of the powerful tools in medical imaging, providing new possibili...

May 2026 42086843
Prediction of tumor regression grading in rectal cancer neoadjuvant chemoradiotherapy: a habitat radiomics analysis of imaging biomarker.

BACKGROUND: Tumor regression grading (TRG) is a core prognostic predictor of treatment outcomes in r...

May 2026 42087101
Evaluating the clinical safety of large language models in oral cancer-related patient communication: a repeated-prompt observational study.

BACKGROUND: As patients increasingly consult large language models (LLMs) for health-related informa...

May 2026 42087133
Construction of a risk scoring model based on machine learning and validation of the role of the key gene SERPINE1 in the progression of colon cancer.

BACKGROUND AND OBJECTIVE: Colon cancer (CC) is a highly prevalent malignant tumor with a high mortal...

May 2026 42087164
A systematic review and meta-analysis of medical image-based artificial intelligence models for predicting metastasis in ovarian cancer.

OBJECTIVE: To conduct a systematic review and meta-analysis evaluating the diagnostic performance of...

May 2026 42107239
Dynamic changes in gut microbiota and discovery of prognostic biomarkers in locally advanced pancreatic cancer during chemoradiotherapy.

UNLABELLED: Pancreatic cancer has an exceptionally poor prognosis, with the majority of cases diagno...

May 2026 42071032
Protocol for cerebrospinal fluid analysis using enrichment-enhanced surface-enhanced Raman spectroscopy and transformer-enabled spectral classification.

The rapid detection and precise classification of cerebrospinal fluid in acute leukemia patients con...

May 2026 42085188
Relational-temporal dignity at the end of life: Ethical foundations for the DiRePal model in the algorithmic age.

OBJECTIVES: The increasing presence of artificial intelligence (AI), electronic patient-reported out...

May 2026 42076959
MRI Deep Learning for Differentiating Glioblastoma, IDH-Wildtype from Central Nervous System Diffuse Large B-cell Lymphoma.

Glioblastoma, IDH-wildtype (GBM) and central nervous system diffuse large B-Cell lymphoma (CNS-DLBCL...

May 2026 42081255
Physician Perspectives on ChatGPT-4o as a Patient Resource for Abdominal Cancer Surgeries: Cross-Sectional Survey.

BACKGROUND: Artificial intelligence (AI) models are being increasingly integrated into clinical care...

May 2026 42081743
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