AIMC Topic: Medical Oncology

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Hallmarks of artificial intelligence contributions to precision oncology.

Nature cancer Mar 7, 2025
The integration of artificial intelligence (AI) into oncology promises to revolutionize cancer care. In this Review, we discuss ten AI hallmarks in precision oncology, organized into three groups: (1) cancer prevention and diagnosis, encompassing can...
Medical Oncology Humans Precision Medicine Artificial Intelligence Neoplasms
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Potential of AI and ML in oncology research including diagnosis, treatment and future directions: A comprehensive prospective.

Computers in biology and medicine Mar 3, 2025
Artificial intelligence (AI) and machine learning (ML) have emerged as transformative tools in cancer research, offering the ability to process huge data rapidly and make precise therapeutic decisions. Over the last decade, AI, particularly deep lear...
Medical Oncology Neoplasms Deep Learning Humans Artificial Intelligence Neural Networks, Computer Machine Learning
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Advances of artificial intelligence in clinical application and scientific research of neuro-oncology: Current knowledge and future perspectives.

Critical reviews in oncology/hematology Mar 1, 2025
Brain tumors refer to the abnormal growths that occur within the brain's tissue, comprising both primary neoplasms and metastatic lesions. Timely detection, precise staging, suitable treatment, and standardized management are of significant clinical ...
Humans Tumor Microenvironment Brain Neoplasms Artificial Intelligence Medical Oncology Precision Medicine
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Generative artificial intelligence in oncology.

Current opinion in urology Feb 28, 2025
PURPOSE OF REVIEW: By leveraging models such as large language models (LLMs) and generative computer vision tools, generative artificial intelligence (GAI) is reshaping cancer research and oncologic practice from diagnosis to treatment to follow-up. ...
Urologic Neoplasms Medical Oncology Clinical Decision-Making Humans Generative Artificial Intelligence Artificial Intelligence
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ChatGPT in Oncology Diagnosis and Treatment: Applications, Legal and Ethical Challenges.

Current oncology reports Feb 25, 2025
PURPOSE OF REVIEW: This study aims to systematically review the trajectory of artificial intelligence (AI) development in the medical field, with a particular emphasis on ChatGPT, a cutting-edge tool that is transforming oncology's diagnosis and trea...
Generative Artificial Intelligence Medical Oncology Electronic Health Records Humans Neoplasms Artificial Intelligence
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Artificial Intelligence to Enhance Precision Medicine in Cardio-Oncology: A Scientific Statement From the American Heart Association.

Circulation. Genomic and precision medicine Feb 24, 2025
Artificial intelligence is poised to transform cardio-oncology by enabling personalized care for patients with cancer, who are at a heightened risk of cardiovascular disease due to both the disease and its treatments. The rising prevalence of cancer ...
American Heart Association Cardiotoxicity Cardio-Oncology United States Medical Oncology Precision Medicine Cardiovascular Diseases Humans Neoplasms Artificial Intelligence
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Externally validated and clinically useful machine learning algorithms to support patient-related decision-making in oncology: a scoping review.

BMC medical research methodology Feb 21, 2025
BACKGROUND: This scoping review systematically maps externally validated machine learning (ML)-based models in cancer patient care, quantifying their performance, and clinical utility, and examining relationships between models, cancer types, and cli...
Humans Algorithms Clinical Decision-Making Machine Learning Decision Making Reproducibility of Results Medical Oncology Neoplasms
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Artificial Intelligence Applications in Cardio-Oncology: A Comprehensive Review.

Current cardiology reports Feb 19, 2025
PURPOSE OF REVIEW: This review explores the role of artificial intelligence (AI) in cardio-oncology, focusing on its latest application across problems in diagnosis, prognosis, risk stratification, and management of cardiovascular (CV) complications ...
Cardio-Oncology Cardiology Medical Oncology Cardiotoxicity Neoplasms Electrocardiography Humans Artificial Intelligence Cardiovascular Diseases Risk Assessment Prognosis
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Realizing the promise of machine learning in precision oncology: expert perspectives on opportunities and challenges.

BMC cancer Feb 17, 2025
BACKGROUND: The ability of machine learning (ML) to process and learn from large quantities of heterogeneous patient data is gaining attention in the precision oncology community. Some remarkable developments have taken place in the domain of image c...
Neoplasms Medical Oncology Machine Learning Precision Medicine Humans
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Artificial intelligence in digital pathology - time for a reality check.

Nature reviews. Clinical oncology Feb 11, 2025
The past decade has seen the introduction of artificial intelligence (AI)-based approaches aimed at optimizing several workflows across many medical specialties. In clinical oncology, the most promising applications include those involving image anal...
Humans Artificial Intelligence Image Interpretation, Computer-Assisted Medical Oncology Pathology, Clinical Neoplasms Image Processing, Computer-Assisted
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