Oncology/Hematology

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

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YASA automated sleep staging performance across seven nights of normal sleep and sleep restriction.

STUDY OBJECTIVES: This study aimed to compare YASA's automated sleep staging to manual staging in th...

(2)
Apr 2026 41952001
Deep learning for adaptive chemotherapy: A DDPG-based approach to optimizing tumor-immune dynamics.

In this article, we propose a deep reinforcement learning based chemotherapy regulation framework to...

Apr 2026 41950297
EFSUMB Guidelines on Multiparametric Ultrasound Thyroid Nodule Evaluation: PART I.

Thyroid nodules are common incidental findings, but only a small proportion of cases are malignant (...

Apr 2026 41330556
EFSUMB Guidelines on Multiparametric Ultrasound Thyroid Nodule Evaluation: PART II.

Thyroid nodules are common incidental findings but only a small proportion of cases are malignant (4...

Apr 2026 41330557
CT-Free Quantitative Thyroid SPECT Based on Artificial Intelligence: A Prospective Multicenter Noninferiority Clinical Trial.

BACKGROUND: Hybrid single-photon emission computed tomography (SPECT)/computed tomography (CT) is us...

Apr 2026 41944102
Medical image pretraining-based transfer learning for generalizable and robust diagnosis of bone tumors on radiographs: a multi-center study.

OBJECTIVES: To develop a generalizable and robust deep learning model for bone tumor classification ...

Apr 2026 41944974
MOGANet: A Multi-omics Graph Attention Network for Cancer Diagnosis and Biomarker Identification.

Multi-omics integration holds considerable promise for advancing disease understanding and improving...

(4)
Apr 2026 41945243
NQO1-Mediated Anoikis Resistance and Immune Evasion Define a High-Risk Multi-Omic Subtype for Precision Management of T1 High-Grade Bladder Cancer.

T1 high-grade (T1HG) bladder cancer represents an aggressive subset of non-muscle-invasive bladder c...

(1)
Apr 2026 41945867
Inverse design of an ultra-wideband endfire grooved half-mode waveguide (G-HMWG) antenna based on the CNN approach.

This study presents an AI-assisted inverse design methodology for a compact and ultra-wideband groov...

Apr 2026 41946759
Climate-aware hybrid Kolmogorov-Arnold networks for interpretable solar radiation forecasting.

Accurate short-term solar radiation forecasting is essential for the reliable integration of photovo...

Apr 2026 41946784
Significance of tumor infiltrating granulocytes and neutrophil extracellular traps in colorectal cancer.

BACKGROUND: Neutrophils are the most abundant granulocytes in the tumor microenvironment and exert b...

(1)
Apr 2026 41942612
Imaging-based stratification of Claudin 18.2-positive gastric adenocarcinoma using 18F-FDG PET/CT radiomics.

PURPOSE: This study aimed to develop and validate a non-invasive, multimodal radiomics model based o...

Apr 2026 41942650
Machine learning based prognostic model for oral squamous cell carcinoma using SEER data and external validation.

Oral squamous cell carcinoma (OSCC) is characterized by an insidious onset, pronounced aggressivenes...

Apr 2026 42063542
Artificial Intelligence in Skin Inflammation and Oncology: Diagnostic Innovations in Dermatology.

Skin cancer is a prevalent public health problem worldwide, caused by multiple factors like ultravio...

(1)
Apr 2026 41944117
Whole-transcriptome sequencing and machine learning detect molecular signatures of endometrial cancer in non-invasive vaginal swabs.

OBJECTIVE: Current tissue-based methods for ruling out endometrial cancer in symptomatic women are h...

Apr 2026 41945089
Survival prediction in non-small cell lung cancer using layer-wise radiomics and stacked radscore integration: a multi-institutional study.

OBJECTIVES: To enhance prognostic modeling in patients with non-small cell lung cancer (NSCLC), we d...

Apr 2026 41946210
Explainable machine learning with SHAP decodes the heterogeneous burden of nasopharyngeal carcinoma in high-risk aging Asia.

BACKGROUND: Nasopharyngeal carcinoma (NPC) is a global public health concern, with a particularly hi...

Apr 2026 41946282
Integrated Strategies for Nursing and Rehabilitation in Lung Cancer Patients.

This review delineates the pivotal role of nursing and rehabilitation in perioperative management an...

(1)
Apr 2026 41937719
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