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Produktbild: Generative Artificial Intelligence in Ophthalmology, 2 Volume Set

Generative Artificial Intelligence in Ophthalmology, 2 Volume Set

502,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

08.07.2026

Herausgeber

Binod Kumar Mishra + weitere

Verlag

John Wiley & Sons

Seitenzahl

896

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-394-35817-5

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

08.07.2026

Herausgeber

Verlag

John Wiley & Sons

Seitenzahl

896

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-394-35817-5

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Generative Artificial Intelligence in Ophthalmology, 2 Volume Set

  • Brief Contents of Volume 1

    1 Applying Ethical AI to Synthetic Image Generation in Ophthalmology 1
    Sanvedya Kadam, Piyush Ashokrao Dalke and Neeraja Aswale

    2 Generative AI for Low-Resource Vision Care: Creating Synthetic Images 21
    Sanvedya Kadam and Swapna Kamble

    3 Cross-Modality Image Synthesis in Vision Care Using Generative AI 45
    Anjali Patil and Sachin Purushottam Untawale

    4 Synthetic Imaging for Enhanced Vision Diagnostics 65
    B. S. Joshi and Piyush Ashokrao Dalke

    5 Generative AI for Low-Resource Settings: Enhancing Ophthalmic Diagnostics 89
    Girish Arun Gadre and Shamla Mantri

    6 Ethical AI in Ophthalmology: Improving Model Accuracy with GANs 109
    Prajakta Patil and Jiwan Dehankar

    7 Ethical and Regulatory Considerations in AI-Driven Ophthalmology 129
    Prajakta Patil and Abhay Kashetwar

    8 Ethics and Regulations in Generative AI for Vision Diagnostics 147
    Girish Arun Gadre and Fazil Sheikh

    9 Generative AI in Ophthalmology: Precision in Treatment Prediction 167
    Girish Arun Gadre and Sanjay L. Badjate

    10 Generative AI in Ophthalmology: Overcoming GAN Implementation Challenges 187
    Gaurav Paranjpe and Rahul Pethe

    11 Generative AI for Low-Resource Vision Care: Enabling Patient-Specific Modeling 205
    B. S. Joshi and Sanjay L. Badjate

    12 Advancing Ophthalmic Diagnostics with Generative AI 223
    V. H. Karambelkar and Kalpana Malpe

    13 Leveraging Generative AI for Assistive Technologies in Vision Care 241
    Sonali Patil and K. Gavhale

    14 AI in Low-Resource Settings: Enhancing Ophthalmic Models with Synthetic Data 263
    Gaurav Paranjpe and Salim Chavan

    15 Boosting Ophthalmic Model Accuracy with Generative AI and Synthetic Imaging 283
    Renuka Sarwate and Faisal Hussain

    16 Overcoming GAN Challenges to Improve Ophthalmic Model Accuracy 303
    Gaurav Paranjpe and K. Gavhale

    17 Patient-Specific Ophthalmic Modeling with Generative AI 325
    D. B. Shirke and Sanjay Badjate

    18 Synthetic Image Generation for Patient-Specific Ophthalmic Models: A Comprehensive Review 347
    Anjali Patil and G. M. Vaidya

    19 Cross-Modality Image Synthesis for Personalized Vision Treatment 367
    V. H. Karambelkar and Himanshu Wagh

    Brief Contents of Volume 2

    20 Personalized Medicine in Vision Care through AI-Driven Image Synthesis 387

    21 Predicting Treatment Outcomes in Ophthalmology with Generative AI 405

    22 Predicting Vision Care Outcomes with Personalized Generative AI 425

    23 Shaping Ophthalmic Imaging: The Challenges of Implementing GANs 443

    24 Challenges in Using GANs for Synthetic Imaging in Vision Diagnostics 461

    25 Generative AI for Assistive Vision Technologies: A New Era in Care 479

    26 A New Era in Vision Care: Overview of AI Transforming the World of Ophthalmology 495

    27 Creating Synthetic Images for Improved Diagnostics 513

    28 Enhancing the Accuracy of Ophthalmic Models 557

    29 Predicting Treatment Outcomes with Generative Adversarial Networks 581

    30 GAN-Driven Approaches for Cross-Modality Image Synthesis 609

    31 AI for Low-Resource Settings and Assistive Technologies: Utilization of GANs for the Generation of Synthetic Data in Resource-Constrained Contexts When Acquiring Extensive Datasets Poses a Barrier 623

    32 AI-Enabled Personalized Medicine and Patient-Specific Monitoring 645

    33 The Challenges of Implementing GANs 667

    34 Ethics and Regulations in AI-Driven Ophthalmology 701

    35 AI in Preventive Eye Care 719

    36 Collaborative AI in Smart Eye Care: Integration of AI, IoT, and Wearable Technologies for Eye Health Monitoring 745

    37 Exploring Adaptive Multimodal Generative AI for Personalized Content Creation 765

    38 Self-Supervised Learning for Early Detection of Diabetic Retinopathy: A Generative AI Perspective 789

    39 Future Directions: From Generative AI to General AI in Ophthalmic Care 807

    Conclusion 818
    References 819
    Index 821