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Data Driven Science for Clinically Actionable Knowledge in Diseases
Data-driven science has become a major decision-making aid for the diagnosis and treatment of disease. Computational and visual analytics enables effective exploration and sense making of large and complex data through the deployment of appropriate data science methods, meaningful visualisation and human-information interaction. This edited volume covers state-of-the-art theory, method, models, design, evaluation and applications in computational and visual analytics in desktop, mobile and immersive environments for analysing biomedical and health data. The book is focused on data-driven integral analysis, including computational methods and visual analytics practices and solutions for discovering actionable knowledge in support of clinical actions in real environments. By studying how data and visual analytics have been implemented into the healthcare domain, the book demonstrates how analytics influences the domain through improving decision making, specifying diagnostics, selecting the best treatments and generating clinical certainty.
Advances in Knowledge Discovery and Data Mining
This book constitutes the refereed proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data mining, PAKDD 2004, held in Sydney, Australia in May 2004. The 50 revised full papers and 31 revised short papers presented were carefully reviewed and selected from a total of 238 submissions. The papers are organized in topical sections on classification; clustering; association rules; novel algorithms; event mining, anomaly detection, and intrusion detection; ensemble learning; Bayesian network and graph mining; text mining; multimedia mining; text mining and Web mining; statistical methods, sequential data mining, and time series mining; and biomedical data mining.
AACR 2017 Proceedings: Abstracts 1-3062
The AACR Annual Meeting highlights the best cancer science and medicine from institutions all over the world. Attendees are invited to stretch their boundaries, form collaborations, attend sessions outside their own areas of expertise, and learn how to apply exciting new concepts, tools, and techniques to their own research. Part A contains abstracts 1-3062 accepted for the 2017 meeting.
Neural Information Processing
The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011. The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple lear...
Artificial Intelligence and Islam
In an era where artificial intelligence (AI) shapes industries and societies, the relationship between technology and religious thought is more crucial than ever. “Artificial Intelligence and Islam: Analysing Synergy between Heritage & Digital Age”, offers a groundbreaking exploration of how Religious Heritage and AI can not only coexist but also complement each other. With AI rapidly advancing, ethical concerns about its development and impact arise. How can we ensure that technology upholds human dignity, purpose, and justice? For Muslims, these questions intertwine with centuries of scholarship, ethics, and spirituality. This book delves into how Islamic principles can guide the ethic...
Artificial Intelligence and International Human Rights Law
This is an open access title available under the terms of a CC BY-NC-ND 4.0 License. It is free to read, download and share on Elgaronline.com. The open access publication has been financially supported by Nicolaus Copernicus University in Toruń as part of the research project: “Freedom or Security? Legal and Ethical Dilemmas of New Digital Technologies - the Perspective of International Human Rights Law and Security Policies” (IDUB grant, “Inter disciplinas excellentia”) This book explores how international organizations have addressed the actual and potential human rights issues caused by AI technologies. Combining in-depth theoretical and doctrinal analysis with a pragmatic approach, it addresses vital questions on where accountability and responsibility for AI-related violations of human rights should lie.
AACR 2022 Proceedings: Part B April 11-13
The AACR Annual Meeting is the focal point of the cancer research community, where scientists, clinicians, other health care professionals, survivors, patients, and advocates gather to share the latest advances in cancer science and medicine. From population science and prevention; to cancer biology, translational, and clinical studies; to survivorship and advocacy; the AACR Annual Meeting highlights the work of the best minds in cancer research from institutions all over the world.
AI 2021: Advances in Artificial Intelligence
This book constitutes the proceedings of the 34th Australasian Joint Conference on Artificial Intelligence, AI 2021, held in Sydney, NSW, Australia, in February 2022.* The 64 full papers presented in this volume were carefully reviewed and selected from 120 submissions. The papers were organized in topical sections named: Ethical AI, Applications, Classical AI, Computer Vision and Machine Learning, Natural Language Processing and Data Mining, and Network Analysis. *The conference was postponed from December 2021 to February 2022 and held virtually due to the COVID-19 pandemic.
Recent Progresses of Non-Coding RNAs in Biological and Medical Research, 2nd Edition
Publisher’s note: In this 2nd edition, the following article has been updated: Xun Y, Tang Y, Hu L, Xiao H, Long S, Gong M, Wei C, Wei K and Xiang S (2019) Purification and Identification of miRNA Target Sites in Genome Using DNA Affinity Precipitation. Front. Genet. 10:778. doi: 10.3389/fgene.2019.00778
Neural Information Processing
The three-volume set of LNCS 12532, 12533, and 12534 constitutes the proceedings of the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 187 full papers presented were carefully reviewed and selected from 618 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The third volume, LNCS 12534, is organized in topical sections on biomedical information; neural data analysis; neural network models; recommender systems; time series analysis.
