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RESEARCH PAPER · Seminars in Cancer Biology · 2023

Artificial intelligence-aided optical imaging for cancer theranostics

Mengze Xu, Zhiyi Chen, Junxiao Zheng, Qi Zhao, Zhen Yuan

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Artificial intelligence-aided optical imaging for cancer theranosticsOriginalA Deep Learning Model Enhances Clinicians' Diagnostic Accuracy to More Than 96% for Anterior Cruciate Ligament Ruptures on Magnetic Resonance Imaging35Advancements in Cancer Disease Prediction Using Modified Multi Model Deep Neural Networks1Deep transfer learning rolling bearing fault diagnosis method based on convolutional neural network feature fusion29Application of artificial intelligence in oncology2Machine Learning-Assisted Short-Wave InfraRed (SWIR) Techniques for Biomedical Applications: Towards Personalized Medicine18Retracted: Facilitating Data Use: Achieving Maximum Efficiency with AI-Enhanced Information Capture and Retrieval0Biogenic fabrication of a gold nanoparticle sensor for detection of Fe 3+ ions using a smartphone and machine learning15Colour in Digitisation and Imaging0CCL18, CHI3L1, ANG2, IL-6 systemic levels are associated with the extent of lung damage and radiomic features in SARS-CoV-2 infection8Semiconducting polymer dots for multifunctional integrated nanomedicine carriers18One-stop detection of anterior cruciate ligament injuries on magnetic resonance imaging using deep learning with multicenter validation9Emerging role of liquid biopsies and advanced imaging in early detection and monitoring of oral oncology0Application of Photoactive Compounds in Cancer Theranostics: Review on Recent Trends from Photoactive Chemistry to Artificial Intelligence26Fluorescent probe applications and prospects in gastrointestinal cancer: A bibliometric analysis2Spectrum is a picture: Feasibility study of two-dimensional convolutional neural networks in spectral processing17Illuminating the future of precision cancer surgery with fluorescence imaging and artificial intelligence convergence77Artificial intelligence in fracture detection on radiographs: a literature review15Nanorobots mediated drug delivery for brain cancer active targeting and controllable therapeutics32Integrating Natural Product Research Laboratory with artificial intelligence: advancements and breakthroughs in traditional medicine3AI-driven diagnostics and personalized treatment planning in oral oncology: Innovations and future directions21Advances in multimodal imaging techniques in nanomedicine: enhancing drug delivery precision29Challenges in the Clinical Application of NIRF Imaging0Roadmap of development of trackable anticancer agents based on metal complexes “Strategies and Perspectives for Precision Oncology and theranostics”0Modified U-Net with attention gate for enhanced automated brain tumor segmentation39Nanoparticles for Advancing Cancer Metastases, Diagnosis, and Treatment: Current Progress and Prospective Avenues0Optical imaging combined with artificial intelligence in plant disease detection: a comprehensive review5Role of emerging theranostic technologies in precision oncology: revolutionizing cancer diagnosis and treatment10Nanotechnology-based drug delivery for breast cancer treatment: Current applications and future directions32Artificial Intelligence Advancements in Oncology: A Review of Current Trends and Future Directions71Deep learning-based multi-brain capsule network for Next-Gen Clinical Emotion recognition using EEG signals7Smart analytical chemistry: Integrating green, sustainable, white and AI-driven approaches in modern analysis39The Eye of Horus: Enhancing Head and Neck Cancer Care with Computer Vision0Photoacoustic-Integrated Multimodal Approach for Colorectal Cancer Diagnosis6Integrating HSI for Ewing's Sarcoma Diagnosis and Prognosis Leveraging Advanced Imaging and AI for Improved Tumour Detection and Treatment0Fluorescence-Guided Surgery in Head and Neck Squamous Cell Carcinoma (HNSCC)1Revolutionizing Natural Product Science with AI: Integrating Diverse Data and Knowledge Graphs1Low-dimensional materials for advanced pharmaceutical applications0Optimized Twin Attention–Based Deep Learning Model for Periodontal Bone Loss Detection0Theranostics and artificial intelligence as tools to detect various cancers0Theranostics in skin cancer0Individualized Prognostication Based on Deep‐Learning Models Using Computed Tomography as an Imaging Biomarker After Hepatocellular Carcinoma Resection2Artificial Intelligence-Based Wearable Sensing Technologies for the Management of Cancer, Diabetes, and COVID-1927Polymers (natural and artificial) for theranostic applications0Artificial intelligence-driven prostate cancer diagnosis: Enhancing accuracy and personalizing patient care2AI-driven multimodal molecular imaging for precision oncology in breast cancer: Advances, challenges, and future directions0Emerging light-based strategies in cancer theranostics: Photodynamic therapy, nanomedicine, and precision oncology0Optical coherence photoacoustic microscopy for 3D cancer model imaging with AI-assisted organoid analysis7Optical Dosimetry by Monte Carlo Simulation in Biological Tissue in Optical Treatment of Rheumatoid Arthritis0Artificial Intelligence Applications in Medical Devices for Personalized Health Care Solutions: Systematic Review10Artificial intelligence-assisted spatial omics-based biomimetic nanoplatform for intelligent and precise intervention in the immunosuppressive core region of ovarian cancer4Illuminating the metabolic sink: Optical probes for in vivo thermogenic fat imaging0Raman Spectroscopy in Cancer Diagnostics and Surgery: 25 Years of Progress from Surface-Enhanced Raman Spectroscopy to Artificial Intelligence─A Bibliometric and Visualized Study2Artificial intelligence and anti-cancer drugs: advancing discovery, personalization, and precision oncology0

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  4. Application of artificial intelligence in oncology

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  5. Machine Learning-Assisted Short-Wave InfraRed (SWIR) Techniques for Biomedical Applications: Towards Personalized Medicine

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  17. Artificial intelligence in fracture detection on radiographs: a literature review

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