Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and health informatics. The book covers not only the best-performing methods, it also presents implementation methods. The book includes all the prerequisite methodologies in each chapter so that new researchers and practitioners will find it very useful. Chapters go from basic methodology to advanced methods, including detailed descriptions of proposed approaches and comprehensive critical discussions on experimental results and how they are applied to Biomedical Engineering, Electronic Health Records, and medical image processing.

This companion demonstrates how art, craft, and visual culture education activate social imagination and action that is equity- and justice-driven. Specifically, this book provides arts-engaged, intersectional understandings of decolonization in the contemporary art world that cross disciplinary lines. Visual and traditional essays in this book combine current scholarship with pragmatic strategies and insights grounded in the reality of socio-cultural, political, and economic communities across the globe. Across three sections (creative shorts, enacted encounters, and ruminative research), a diverse group of authors address themes of histories, space and land, mind and body, and the digital realm. Chapters highlight and illustrate how artists, educators, and researchers grapple with decolonial methods, theories, and strategies—in research, artmaking, and pedagogical practice. Each chapter includes discursive questions and resources for further engagement with the topics at hand. The book is targeted towards scholars and practitioners of art education, studio art, and art history, K-12 art teachers, as well as artist educators and teaching artists in museums and communities.

Makers, Crafters, Educators brings the do-it-yourself (DIY) ethos of maker and crafter movements into educational environments, and examines the politics of cultural change that undergird them. Addressing making and crafting in relation to community and schooling practices, culture, and place, this edited collection positions making as an agent of change in education. In the volume's five sections-Play and Hacking, Access and Equity, Interdependence and Interdisciplinarity, Cultural and Environmental Sustainability, and Labor and Leisure-authors from around the world present a collage of issues and practices connecting object making, participatory culture, and socio-cultural transformation. Offering gateways into cultural practices from six continents, this volume explores the participatory culture of maker and crafter spaces in education and reveals how community sites hold the promise of such socio-cultural transformation.

G proteins are the key regulators for a wide range of cellular processes in animals and plants. In comparison to animals and yeast, plants have a single Rho-GTPase subfamily called Rho-like GTPases (ROPs). The ROP family of monomeric GTPases has emerged as a versatile and key regulator in plant signal transduction processes. During the past few years' studies on plant RHO-type (ROP) GTPase have generated new insights into their role in diverse processes ranging from cytoskeletal organization, polar growth, development to stress and hormonal responses. Studies have shown that plants have evolved specific regulators and effector molecules. ROP GTPases possess the ability to interact with these multiple regulator and effector molecules that ultimately determines their signaling specificity. Recently, genome wide studies in plants have shown that the Arabidopsis genome encodes 93, and rice has nearly 85 small GTPase homologs. And we have been able to identify four new homologs in the rice genome. Here, we focus on the complete phylogenetic, domain, structural and expression analysis during stress and various developmental processes of small GTPases in plants. The comparison of gene expression patterns of the individual members of the GTPase family may help to reveal potential plant specific signaling mechanisms and their relevance. Also, we are summarizing the role of currently known ROP GTPases and their interacting proteins with brief description, simultaneously, comparing their expression pattern based on microarray data. Overall, we will be discussing the functional genomic perspective of plant Rho like GTPases and their role in regulating several physiological processes such as stress, hormonal, pollen tube, root hair-growth and other developmental responses.

Makers, Crafters, Educators brings the do-it-yourself (DIY) ethos of maker and crafter movements into educational environments, and examines the politics of cultural change that undergird them. Addressing making and crafting in relation to community and schooling practices, culture, and place, this edited collection positions making as an agent of change in education. In the volume's five sections-Play and Hacking, Access and Equity, Interdependence and Interdisciplinarity, Cultural and Environmental Sustainability, and Labor and Leisure-authors from around the world present a collage of issues and practices connecting object making, participatory culture, and socio-cultural transformation. Offering gateways into cultural practices from six continents, this volume explores the participatory culture of maker and crafter spaces in education and reveals how community sites hold the promise of such socio-cultural transformation.