Deep Learning for Smart Healthcare Trends, Challenges and Applications
Afbeeldingen
Sla de afbeeldingen overArtikel vergelijken
- Engels
- Hardcover
- 9781032455815
- 15 mei 2024
- 280 pagina's
Samenvatting
The book is a baseline reference for researchers and academicians who are investigating the application of deep learning algorithms in the healthcare sector. It focuses on medical imaging and healthcare data analytics.
Deep learning can provide more accurate results compared to machine learning. It uses layered algorithmic architecture to analyze data. It produces more accurate results since learning from previous results enhances its ability. The multi-layered nature of deep learning systems has the potential to classify subtle abnormalities in medical images, clustering patients with similar characteristics into risk-based cohorts, or highlighting relationships between symptoms and outcomes within vast quantities of unstructured data.
Exploring this potential, Deep Learning for Smart Healthcare: Trends, Challenges and Applications is a reference work for researchers and academicians who are seeking new ways to apply deep learning algorithms in healthcare, including medical imaging and healthcare data analytics. It covers how deep learning can analyze a patient’s medical history efficiently to aid in recommending drugs and dosages. It discusses how deep learning can be applied to CT scans, MRI scans and ECGs to diagnose diseases. Other deep learning applications explored are extending the scope of patient record management, pain assessment, new drug design and managing the clinical trial process.
Bringing together a wide range of research domains, this book can help to develop breakthrough applications for improving healthcare management and patient outcomes.
Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 15 mei 2024
- Aantal pagina's
- 280
Betrokkenen
- Hoofdredacteur
- K. Murugeswari
- Hoofduitgeverij
- Auerbach
Overige kenmerken
- Product breedte
- 156 mm
- Product lengte
- 234 mm
- Verpakking breedte
- 156 mm
- Verpakking lengte
- 234 mm
- Verpakkingsgewicht
- 730 g
EAN
- EAN
- 9781032455815
Je vindt dit artikel in
- Categorieën
-
- Technologie & Bouwkunde
- Computers & Informatica
- Geneeskunde & Verpleging
- Computertechnologie
- Databases
- Programmeren
- Geneeskunde algemeen
- Energietechnologie
- Kunstmatige intelligentie
- Algoritmes & datastructuren
- Epidemiologie & Medische statistieken
- Gezondheidsdiensten
- Elektrotechniek
- Machine learning
- Boeken
- Boek, ebook of luisterboek?
- Boek
- Taal
- Engels
- Studieboek of algemeen
- Studieboeken
Kies gewenste uitvoering
Prijsinformatie en bestellen
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.