Federated Learning for Healthcare : Applications with Case Studies
Language: English
Published by Taylor & Francis Ltd (Sales) Jun 2026, 2026
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
US$ 376.79
Quantity: 2 available
Add to basketItem description from seller
Neuware - The book offers an in-depth exploration of federated learning and its transformative impact on the healthcare industry. It begins by introducing the foundational concepts of federated learning, including its methods and applications within various healthcare domains. It explores how federated learning allows for model training using decentralised data, such as patient records, medical imaging, and wearable sensor data, without centralising sensitive information. This approach ensures patient privacy and addresses critical challenges in healthcare data management. - A detailed overview of federated learning, its principles, and its relevance to the healthcare sector - Insights into how federated learning enhances clinical decision-making, disease prediction, diagnosis, and personalised treatment through decentralised data sources - Examination of issues such as communication overhead, model heterogeneity, and data distribution imbalance, with strategies to overcome these challenges - Practical examples of successful federated learning implementations in healthcare demonstrate its impact on patient care and operational efficiency - Discussions on maintaining data privacy, ensuring compliance with regulations, and addressing ethical concerns This book is for researchers, healthcare professionals, data scientists, and policymakers interested in leveraging federated learning to enhance healthcare.…
Seller Inventory # 9781032978109
- Title
- Federated Learning for Healthcare : Applications with Case Studies
- Author
- Souvik Pal
- Publisher
- Taylor & Francis Ltd (Sales) Jun 2026
- Publication year
- 2026
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 1032978104
- ISBN 13
- 9781032978109
- Item weight
- 590 grams
- Dimensions
- 234x156x18 mm
The book offers an in-depth exploration of federated learning and its transformative impact on the healthcare industry. It begins by introducing the foundational concepts of federated learning, including its methods and applications within various healthcare domains. It explores how federated learning allows for model training using decentralised data, such as patient records, medical imaging, and wearable sensor data, without centralising sensitive information. This approach ensures patient privacy and addresses critical challenges in healthcare data management.
- A detailed overview of federated learning, its principles, and its relevance to the healthcare sector
- Insights into how federated learning enhances clinical decision-making, disease prediction, diagnosis, and personalised treatment through decentralised data sources
- Examination of issues such as communication overhead, model heterogeneity, and data distribution imbalance, with strategies to overcome these challenges
- Practical examples of successful federated learning implementations in healthcare demonstrate its impact on patient care and operational efficiency
- Discussions on maintaining data privacy, ensuring compliance with regulations, and addressing ethical concerns
This book is for researchers, healthcare professionals, data scientists, and policymakers interested in leveraging federated learning to enhance healthcare.
"Synopsis" may belong to another edition of this title.
About the Author
R. Anandan completed his UG, PG, Doctorate in Computer Science and Engineering and Post-Doctoral Degree - D.Sc. in Computer Science and Engineering from Mexico in North America.He is IBMS/390 Mainframe professional and he is recognized as Chartered Engineer from Institution of Engineers in India and received fellowship from Bose Science Society, India. He completed 7 certification courses mainly from CISCO. He is currently working as Professor, Department of Computer Science and Engineering, School of Engineering and Director – Innovation and Incubation, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai, Tamil Nadu, India which is Pioneer Institution in Engineering. He has vast experience in corporate and all levels of Academic in Computer Science and Engineering his knowledge of interests not limited to Artificial intelligence Soft Computing, Machine Learning, High Performance Computing, Big data Analytics, Image Processing, 3D printing and knowledge Engineering. Under his eminent guidance 8 Ph.D Research Scholars are pursuing, under his Supervision. 11 Ph.D., Research Scholars have been awarded under his Guidance and Supervision. He associated as Member in many reputed International and National societies like International Association of Engineers (IAENG) Hong Kong, Computer Science Teacher Association (CSTA) New York, Universal Association of Computer and Electronics Engineers, USA, Association of Computer Sciences and Information Technology (IACSIT), Singapore, Institution of Engineers, India, Computer Society of India and Indian Society of Technical Education (I.S.T.E). He serves as Editorial Board Member / Technical Committee/ Reviewer of International Journal such Arab/UK/USA journals. He servers as International Committee Members towards International Conference conducted in association with Springer and Scopus.
He has published more than 135 research papers in various International Journals such in Scopus, SCI and referred journal. He has presented 90 papers at various International Conferences. He received 20 awards from National and Inter-National Agencies He authored and Edited 26 books which includes 10 International Books and published 30 chapters in various International Books. He filed 20 patents of his work and 1 International and 3 Indian Patent granted. He received grant for his Project sanctioned by AICTE under Research Promotion Scheme for the year 2021-2022 and MSME Idea Hackathon 2022 for the year 2021-2022 also received 3 project grants from the private organization. He done Consultancy Projects for some of the reputed organization and also associated as Knowledge Partner in leading Software Company.
Souvik Pal is a Professor in the Department of Computer Science and Engineering at Sister Nivedita University (Techno India Group), Kolkata, India. He holds M.Tech and Ph.D. degrees in Computer Science and Engineering from KIIT University, Bhubaneswar, and brings over a decade of academic and research experience to his role. Prior to joining Sister Nivedita University, Dr. Pal held academic positions at several esteemed institutions, including Global Institute of Management and Technology; Brainware University, Kolkata; JIS College of Engineering, Nadia; Elitte College of Engineering, Kolkata; and Nalanda Institute of Technology, Bhubaneswar.
Dr. Pal is the author or editor of more than 25 books published by leading international and he holds three patents. He currently serves as Series Editor for several notable book series, including Advances in Learning Analytics for Intelligent Cloud-IoT System, Internet of Things: Data-Centric Intelligent Computing, Informatics, and Communication (CRC Press, Taylor & Francis Group), and Conference Proceedings Series on Intelligent Systems, Data Engineering, and Optimization (CRC Press, Taylor & Francis Group). A prolific researcher, Dr. Pal has published extensively in Scopus-indexed, SCI, and SCIE journals and international conferences. He has served as the Organizing Chair for RICE 2019 and RICE 2020 (Vietnam), and ICICIT 2019 (Tunisia), and has delivered keynote addresses at ICICCT 2019 (Turkey) and ICTIDS 2019, 2021 (Malaysia). He has also contributed as Proceedings Editor for several international conferences. His professional contributions include serving as Associate Editor, Guest Editor, and Editorial Board Member for over 100 reputed international journals and conferences. Dr. Pal’s research interests include cloud computing, big data, the Internet of Things (IoT), wireless sensor networks, and data analytics. He is an active member of numerous professional organizations, including IEEE, CSI, CSTA/ACM (USA), IAENG (Hong Kong), IRED (USA), MACEEE (India), IACSIT (Singapore), and MAASCIT (USA).
D. Balaganesh, Vice Dean of Computer Science and Informatics at the Berlin School of Business and Innovation, Germany. With 23 years of professional teaching experience spanning multiple countries including India, Oman, Malaysia, and Germany, Professor Balaganesh is a seasoned academic with a deep expertise in Information Technology and the latest wireless fidelity innovations. His research interests are focused on Data Science, AI, malware detection, web mining, and open-source technology.
As Vice Dean of Computer Science and Informatics, Professor Balaganesh has delivered comprehensive training in mobile applications, open-source ERP, software testing, and MySQL. He has developed significant software applications such as "Timetable Automation" and "Online Exam," and has also authored and edited numerous books and book chapters. His ability to elucidate complex technical concepts in a clear and precise manner is widely recognized. Actively involved in several professional bodies, Professor Balaganesh is an elected member of the Michigan Association for Computer Users in Learning (MACUL) in the USA, a member of the International Association of Engineers (IAENG) in Hong Kong, a member of the Institute for Engineering Research and Publication (IFERP), and a member of the Computer Science Teacher Association (CSTA) in New York. He serves on editorial boards, technical committees, and as a reviewer for numerous international journals from regions such as the Arab world, Poland, Europe, and the USA.
He is a key editor of the book "Intelligent Computing and Innovation on Data Science: Lecture Notes in Networks and Systems" and has edited two notable book chapters: "Internet-of-Robotic-Things and Ubiquitous Computing" and "The Internet of Medical Things (IoMT): Healthcare Transformation”.
ORCiD: https://orcid.org/0000-0003-3771-3795
Farshad Badie holds a PhD (earned from Aalborg University in Denmark) in Human-Centered Communication & Informatics, specializing in logic, information science, and learning/cognitive science within socio-technical communication/interaction systems. Dr. Badie’s research primarily focuses on conceptual/logical languages and their applications in semantic knowledge modelling. Specifically, his research frameworks involve the logical, ontological, and semantic analysis of the fundamental components of meaning and cognition within cognitive/knowledge agents’ interactions. Furthermore, he analytically explores the conceptual and logical aspects of change and innovation in human-centered and organisational contexts, considering both systematic and strategic viewpoints. Dr. Badie has a high record of publications in well-known journals, conference proceedings, and book series. Additionally, he serves as an editorial board member and reviewer for numerous journals. He has also participated as an organising and scientific committee member in over 170 conferences and workshops held across Europe, America, Australia, Asia, and Africa.
"About the title" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 7 to 10 business days | 5 to 7 business days |
|---|---|---|
| First item | US$ 38.94 | US$ 50.07 |
Payment methods
- Bank Wire Transfer
- Check
- Paypal
Store description
Das Unternehmen AHA-BUCH GmbH: Seit der Gründung von AHA-BUCH im Juli 2005 ist unser Hauptziel, zufriedenen Kunden so schnell und so preisgünstig wie möglich ihren Bücherwunsch zu erfüllen. Unsere Firma beschäftigt 16 Mitarbeiter, die nur ein Ziel kennen: den Kunden und seine Wünsche! Auf über 3700 m2 Fläche haben wir über 100.000 Bücher, Modernes Antiquariat und Spiele auf Lager.
Specialty
Kinderbücher & Kinderhör Casetten, German Books, Software, Natur & Tiere, Ratgeber, Sachbücher, Englische Bücher, Medizin & Gesundheit, Universität & StudiumSeller's business information
AHA-BUCH GmbH
Garlebsen 48
Einbeck, Germany 37574
Terms of sale
General Terms and Conditions and Customer Information / Privacy Policy
I. General Terms and Conditions
§ 1 Basic provisions
(1) The following terms and conditions apply to all contracts that you conclude with us as a provider (AHA-BUCH GmbH) via the Internet platforms AbeBooks and/or ZVAB. Unless otherwise agreed, the inclusion of any of your own terms and conditions used by you will be objected to
(2) A consumer within the meaning of the following regulations is any natural person who concludes a legal transaction for purposes that can predominantly be attributed neither to their commercial nor their independent professional activity. An entrepreneur is any natural or legal person or a partnership with legal capacity who, when concluding a legal transaction, acts in the exercise of his independent professional or commercial activity.
§ 2 Conclusion of the contract
(1) The object of the contract is the sale of goods.
(2) If an article is listed by us at AbeBooks or ZVAB, the activation of the offer page at AbeBooks or ZVAB constitutes the binding offer to conclude a contract under the conditions contained in the article page.
(3) The contract is concluded via the online shopping cart system as follows:
The goods intended for purchase are stored in the "shopping cart". Via the corresponding button in the navigation bar you can call up the "shopping cart" and make changes there at any time.
After calling up the "Checkout" page and entering the personal data as well as the payment and shipping conditions, all order data will be displayed again on the order overview page.
Before sending the order, you have the option of checking all information again, changing it (also via the "back" function of the Internet browser) or cancelling the purchase.
By submitting the order via the "Buy now" button, you declare the acceptance of the offer in a legally binding manner, whereby the contract is concluded.
(4) The processing of the order and transmission of all information required in connection with the conclusion of the contract is partly automated by e-mail. You must therefore ensure that the e-mail address you have stored with us is correct, that the receipt of the e-mails is technically ensured and, in particular, that spam filters do not prevent it.
§ 3 Right of retention, retention of title
(1) You can only exercise a right of retention if it concerns claims from the same contractual relationship.
(2) The goods remain our property until full payment of the purchase price.
§ 4 Warranty
(1) The statutory warranty rights exist.
(2) In the case of used goods, the warranty period is one year from delivery of the item, deviating from the statutory regulation. The shortening of the deadline does not apply:
- culpably caused damages attributable to us from injury to life, limb or health and in the case of other damages caused intentionally or through gross negligence;
- insofar as we have fraudulently concealed the defect or have assumed a guarantee for the quality of the item.
(3) As a consumer, you are requested to check the item immediately upon delivery for completeness, obvious defects and transport damage and to inform us and the freight forwarder of any complaints as soon as possible. If you do not comply with this, this will have no effect on your statutory warranty claims.
§ 5 Choice of law, place of performance, place of jurisdiction
(1) German law shall apply. In the case of consumers, this choice of law shall only apply insofar as this does not withdraw the protection afforded by mandatory provisions of the law of the state of the consumer's habitual residence (principle of favourability).
(2) The place of performance for all services arising from the existing business relationships with us as well as the place of jurisdiction is our registered office, insofar as you are not a consumer, but a merchant, a legal entity under public law or a special fund under public law. The same applies if you do not have a general place of jurisdiction in Germany or the EU or if the domicile or habitual residence is not known at the time the action is brought. The right to appeal to the court at another statutory place of jurisdiction remains unaffected by this.
(3) The provisions of the UN Convention on Contracts for the International Sale of Goods shall expressly not apply.
II. Customer Information
- Identity of the Seller
AHA-BUCH GmbH
Garlebsen 48
D-37574 Einbeck
Germany
Telephone: 055639996039
E-mail: abebooks@aha-buch.de.
Alternative dispute resolution:
The European Commission provides a platform for out-of-court online dispute resolution (ODR platform), which can be accessed under https://ec.europa.eu/odr.
- Information on the conclusion of the contract
The technical steps for the conclusion of the contract, the conclusion of the contract itself and the correction options are carried out in accordance with the provisions "Conclusion of the contract" of our General Terms and Conditions (Part I.).
- Contract language, contract text storage
3.1. The contract language is german.
3.2. The complete text of the contract will not be stored by us. Before sending the order, the contract data can be printed out or electronically saved via the print function of the browser. After receipt of the order by us, the order data, the legally prescribed information for distance contracts and the General Terms and Conditions will be sent to you again by e-mail.
- Essential characteristics of the goods or services
The essential characteristics of the goods and/or services can be found in the respective offer.
- Prices and terms of payment
5.1. The prices stated in the respective offers as well as the shipping costs represent total prices. They include all price components including all applicable taxes.
5.2. The shipping costs incurred are not included in the purchase price. They can be called up via a correspondingly designated button on our website or in the respective offer, are shown separately in the course of the ordering process and are to be borne by you in addition, unless free shipping has been promised.
5.3. If the delivery is made to countries outside the European Union, we may incur additional costs for which we are not responsible, such as.B customs duties, taxes or money transfer fees (transfer or exchange rate fees of the credit institutions), which are to be borne by you. Any costs incurred for the transfer of money shall also be borne by you in cases where the delivery is made to an EU member state, but the payment was initiated outside the European Union.
5.4. The payment methods available to you are indicated under a corresponding button on our website or in the respective offer.
5.5. Unless otherwise stated for the individual payment methods, the payment claims from the concluded contract are due for payment immediately.
- Terms of delivery
6.1. The terms of delivery, the delivery date and, if applicable, existing delivery restrictions can be found under a correspondingly designated button on our website or in the respective offer.
Insofar as no other deadline is specified in the respective offer or under the correspondingly designated button, the delivery of the goods will take place within 3-5 days after conclusion of the contract (in the case of agreed advance payment, however, only after the time of your payment instruction).
6.2. Insofar as you are a consumer, it is regulated by law that the risk of accidental loss and accidental deterioration of the sold item during dispatch shall only pass to you upon handover of the goods, regardless of whether the shipment is insured or uninsured. This does not apply if you have independently commissioned a transport company not named by the entrepreneur or a person otherwise designated to carry out the shipment.
- Statutory liability for defects
Liability for defects is governed by the "Warranty" provision in our General Terms and Conditions (Part I).
last update: 01/06/2022
Privacy policy
Unless otherwise stated below, the provision of your personal data is neither required by law or contract, nor is it necessary for the conclusion of a contract. You are not obliged to provide the data. Failure to provide this will have no consequences. This only applies if no other information is provided in the subsequent processing operations.
Collection, processing and disclosure of personal data when placing orders
When ordering, we collect and process your personal data only to the extent necessary to fulfil and process your order and to process your enquiries. The provision of the data is necessary for the conclusion of the contract. Failure to provide this provision means that no contract can be concluded. The processing takes place on the basis of Art. 6 para. 1 lit.b GDPR and is necessary for the performance of a contract with you.
Your data will be passed on, for example, to the shipping companies and dropshipping providers selected by you, payment service providers, service providers for order processing and IT service providers.
In all cases, we strictly observe the legal requirements. The scope of data transmission is limited to a minimum.
Duration of storage
After completion of the contract, the data will first be stored for the duration of the warranty period, then taking into account legal, in particular tax and commercial retention periods and then deleted after expiry of the period, unless you have consented to further processing and use.
Rights of the data subject
If the legal requirements are met, you have the following rights under Articles 15 to 20 GDPR: Right to information, to correction, to erasure, to restriction of processing, to data portability.
In addition, pursuant to Article 21 (1) GDPR, you have the right to object to processing based on Article 6 (1) f GDPR and to processing for direct marketing purposes.
Contact us on request. The contact details can be found in our imprint.
Right to lodge a complaint with the supervisory authority
In accordance with Article 77 GDPR, you have the right to complain to the supervisory authority if you believe that the processing of your personal data is not lawful.
Right to object
If the personal data processing listed here is based on our legitimate interest pursuant to Art. 6 para. 1 lit. f GDPR, you have the right to object to this processing at any time with effect for the future for reasons arising from your particular situation.
Shipping terms
We ship your order after we received them
for articles on hand latest 24 hours,
for articles with overnight supply latest 48 hours.
In case we need to order an article from our supplier our dispatch time depends on the reception date of the articles, but the articles will be shipped on the same day.
Our goal is to send the ordered articles in the fastest, but also most efficient and secure way to our customers.