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Ergebnis der Suche nach: "Machine Learning"
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| Link zu diesem Datensatz | https://d-nb.info/1378179870 |
| Titel | Advances in Cancer Detection, Prediction, and Prognosis Using Artificial Intelligence and Machine Learning / edited by Rajeev Nema, Ashok Kumar, Dinesh Kumar Saini |
| Person(en) |
Nema, Rajeev (Herausgeber) Kumar, Ashok (Herausgeber) Saini, Dinesh Kumar (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XIV, 446 p. 91 illus., 82 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-9693-45-0 Printed edition:: ISBN: 978-981-9693-47-4 Printed edition:: ISBN: 978-981-9693-48-1 |
| Inhalt | -- Chapter 1: Cancer Diagnosis: An overview -- Chapter 2: Computational Methods in Oncology -- Chapter 3: Overview of Computational Approaches for Cancer Diagnosis -- Chapter 4: Artificial intelligence and Machine Learning in improving diagnostic accuracy -- Chapter 5: Advances in Image Processing and Pattern Recognition -- Chapter 6: Genomics and Bioinformatics in the discovery and validation of diagnostic biomarkers -- Chapter 7: Computer-based wearable devices for remote patient monitoring. -- Chapter 8: Overview of computational approaches for Cancer Prognosis -- Chapter 9: Predictive Modeling for Cancer Prognosis -- Chapter 10:Genomics and Transcriptomics based predictive and prognostic biomarkers -- Chapter 11:Artificial Intelligence in Personalized Medicine and Treatment Planning -- Chapter 12:Integrative Multi-Omics Approaches -- Chapter 13:Challenges and Limitations of Computational Methods in Oncology -- Chapter 14:Challenges in Integration of computational approaches with Clinical Practice -- Chapter 15:Emerging Technologies in Computational Oncology -- Chapter 16:Statement On the Effectiveness of AI And ML In Cancer Care -- Chapter 17:Future Directions in Computational Cancer Research -- Chapter 18:Deep learning algorithms to analyze medical images for early detection of cancer -- Chapter 19:Ethical considerations regarding patient privacy and data security -- Chapter 20:Call for further research and implementation of deep learning technologies in oncology for enhanced healthcare delivery |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2510040407170.541936512385 DOI: 10.1007/978-981-96-9346-7 |
| URL | https://doi.org/10.1007/978-981-96-9346-7 |
| ISBN/Einband/Preis | 978-981-96-9346-7 |
| Sprache(n) | Englisch (eng) |
| DDC-Notation | 616.994 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 610 Medizin, Gesundheit |
| Online-Zugriff | Archivobjekt öffnen |
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