This is a graduate-level introduction to the principles of statistical inference with probabilistic models defined using graphical representations. The material in this course constitutes a common foundation for work in machine learning, signal processing, artificial intelligence, computer vision, control, and communication. Ultimately, the subject is about teaching you contemporary approaches to, and perspectives on, problems of statistical inference.

Short Description:
This book explores the topic of anxiety disorders. Including information on neuroscience, assessment, and intervention.

Long Description:
Anxiety disorders are one of the most common mental health disorders experienced by people in the United States. However, given their complexity, they are also one of the most misunderstood. While these disorders can be quite debilitating, appropriate assessment, diagnosis, and treatment planning are critical to the recovery process.

The chapters introduce the reader to a variety of topics. The chapters include introduction to anxiety and the nervous system, building blocks of anxiety, assessing anxiety, and cognitive and behavioral interventions. The chapters were written to build upon one another. Thus, skipping a chapter and jumping ahead can be problematic as the reader may have missed foundational material in the prior chapters.

I would like to acknowledge that as part of this open educational resource product, there were several mental health providers that peer-reviewed these chapters. I would like to extend a deep gratitude for their time, edits, and constructive feedback.

Word Count: 20017

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Bycatch, the unintended capture of animals in commercial fishing gear, is a hot topic in marine conservation today. The surprisingly high level of bycatch about 25% of the entire global catch is responsible for the decline of hundreds of thousands of dolphins, whales, porpoises, seabirds and sea turtles each year. Through this curricular unit, students analyze the significance of bycatch in the global ecosystem and propose solutions to help reduce bycatch. They become familiar with current attempts to reduce the fishing mortality of these animals. Through the associated activities, the challenges faced today are reinforced and students are stimulated to brainstorm about possible engineering designs or policy changes that could reduce the magnitude of bycatch.

Open Stax

Short Description:
Welcome to Microbiology, an OpenStax resource. This textbook was written to increase student access to high-quality learning materials, maintaining highest standards of academic rigor at little to no cost. Data dashboard

Long Description:
Download for free at https://open.oregonstate.education/microbiology

Publication and on-going maintenance of this textbook is possible due to grant support from Oregon State University Ecampus.

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Word Count: 147866

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This course will provide an overview of a new vision for Human-Computer Interaction (HCI) in which people are surrounded by intelligent and intuitive interfaces embedded in the everyday objects around them. It will focus on understanding enabling technologies and studying applications and experiments, and, to a lesser extent, it will address the socio-cultural impact. Students will read and discuss the most relevant articles in related areas: smart environments, smart networked objects, augmented and mixed realities, ubiquitous computing, pervasive computing, tangible computing, intelligent interfaces and wearable computing. Finally, they will be asked to come up with new ideas and start innovative projects in this area.

This course discusses the fundamental material science behind amorphous solids, or non-crystalline materials. It covers formation of amorphous solids; amorphous structures and their electrical and optical properties; and characterization methods and technical applications.

This course is a comprehensive introduction to control system synthesis in which the digital computer plays a major role, reinforced with hands-on laboratory experience. The course covers elements of real-time computer architecture; input-output interfaces and data converters; analysis and synthesis of sampled-data control systems using classical and modern (state-space) methods; analysis of trade-offs in control algorithms for computation speed and quantization effects. Laboratory projects emphasize practical digital servo interfacing and implementation problems with timing, noise, and nonlinear devices.

6.374 examines the device and circuit level optimization of digital building blocks. Topics covered include: MOS device models including Deep Sub-Micron effects; circuit design styles for logic, arithmetic and sequential blocks; estimation and minimization of energy consumption; interconnect models and parasitics; device sizing and logical effort; timing issues (clock skew and jitter) and active clock distribution techniques; memory architectures, circuits (sense amplifiers) and devices; testing of integrated circuits. The course employs extensive use of circuit layout and SPICE in design projects and software labs.

Analyzes core linear analog circuit designs: common-source, common-gate, and common-drain stages Design-oriented approach; analyzes various circuits through examples and exercises Part of the Modular Series of Microelectronic Device and Circuit Design Each module in the series provides a brief fundamental look at a specific topic "As of November 1, 2022, National Technology and Science Press ("NTS") has discontinued publication of 'Analysis and Design of Elementary MOS Amplifier Stages.' Accordingly, NTS has returned all copyrights and attendant rights with respect to the work to Boris Murmann."

This course develops the fundamentals of feedback control using linear transfer function system models. Topics covered include analysis in time and frequency domains; design in the s-plane (root locus) and in the frequency domain (loop shaping); describing functions for stability of certain non-linear systems; extension to state variable systems and multivariable control with observers; discrete and digital hybrid systems and use of z-plane design. Students will complete an extended design case study. Students taking the graduate version (2.140) will attend the recitation sessions and complete additional assignments.

This class analyzes complex biological processes from the molecular, cellular, extracellular, and organ levels of hierarchy. Emphasis is placed on the basic biochemical and biophysical principles that govern these processes. Examples of processes to be studied include chemotaxis, the fixation of nitrogen into organic biological molecules, growth factor and hormone mediated signaling cascades, and signaling cascades leading to cell death in response to DNA damage. In each case, the availability of a resource, or the presence of a stimulus, results in some biochemical pathways being turned on while others are turned off. The course examines the dynamic aspects of these processes and details how biochemical mechanistic themes impinge on molecular/cellular/tissue/organ-level functions. Chemical and quantitative views of the interplay of multiple pathways as biological networks are emphasized. Student work culminates in the preparation of a unique grant application in an area of biological networks.

This course focuses on computational and experimental analysis of biological systems across a hierarchy of scales, including genetic, molecular, cellular, and cell population levels. The two central themes of the course are modeling of complex dynamic systems and protein design and engineering. Topics include gene sequence analysis, molecular modeling, metabolic and gene regulation networks, signal transduction pathways and cell populations in tissues. Emphasis is placed on experimental methods, quantitative analysis, and computational modeling.

The goal of this course is to investigate with students backgrounds on some of the pivotal events that have shaped our understanding and approach to architecture. Emphasis of discussion will be primarily on buildings and works of individual architects. Canonical architects, buildings and movements that have exerted significant influences on the development of architecture will be studied in detail. We will visit some of these buildings for a first-hand look and to evaluate for ourselves their significance or lack thereof. As a final project, each student will analyze a building through drawings, text, bibliography and a physical model in a format ready for documentation and exhibition.

An analysis of historical structures is presented themed sections based around construction materials. Structures from all periods of history are analyzed. The goal of the class is to provide an understanding of the preservation of historic structures for all students.

This subject is designed to inform students on the analytical foundations of inviscid subsonic aerodynamics. A primary goal of this subject is to equip students with the scientific rigor, applied mathematical complexity, and physical understanding that form the foundation of classical subsonic aerodynamics. Perturbation methods that both simplify mathematical complexity and expand physical understanding of critical phenomenon in fluid flow provides a framework for the subject. The subject offers lectures in classical subsonic aerodynamics at the graduate level on inviscid, subsonic, steady flow over slender aerodynamic bodies. Topics will be selected from: fundamentals of fluid mechanics [review]; singular-perturbation methods [introduction, JIT]; similitude; subsonic flows with axial symmetry; linearized subsonic flow; slender body theory; similarity rules for subsonic flows; two-dimensional flow past a wave-shaped wall; thin wing theory; Kaplan’s higher approximations.

Le diagnostic est défini comme l’ensemble des mesures réalisées afin d’identifier la nature et la cause des pathologies. Cette recherche est par essence imparfaite et tout thérapeute visera, autant que faire se peut, à s’approcher au plus près du diagnostic. Dans ce processus, plusieurs modalités (anamnèse, examen clinique et examens complémentaires) seront nécessaires tout en restant insuffisantes - ou pour le moins imprécises - lorsqu’elles seront considérées de manière isolée. Au final, c’est la synthèse de ces données qui nous offrira la meilleure vision d’une pathologie nécessairement spécifique et individuelle. La médecine se trouve à mi-distance entre les sciences exactes et les sciences humaines. Certains la définissent aussi comme un art, c’est-à-dire comme une capacité individuelle qu’aurait chaque médecin à soigner. En partie en réaction avec cette idée, depuis une trentaine d’années, l’Evidence Based Medicine s’est progressivement imposée dans les parcours thérapeutiques en même temps qu’une multitude de nouveaux examens complémentaires. Cette évolution vers davantage de science se voit aujourd’hui modérée par un retour progressif à une prise en charge plus globale des patients et c’est probablement à mi-chemin que se trouvera la meilleure stratégie. L’avantage de cette méthode est appuyé par la littérature scientifique actuelle qui montre, chaque jour un peu plus, l’interconnexion des différentes pathologies là-même où nous aurions pensé les séparer par une frontière bien nette. La prise en charge du patient dans sa globalité est garantie par un interrogatoire et un examen clinique bien conduits. Eux seuls peuvent efficacement orienter la nécessité d’examens complémentaires dont la précision extrême reste limitée soit dans l’espace (une IRM lombaire ne couvre que quelques vertèbres…) soit par leur technologie (faible résolution spatiale de la scintigraphie...). La pathologie rachidienne est décrite, à cause de sa prévalence, comme la pathologie du siècle. Elle constitue un des premiers motifs de consultation. Son impact est important sur le plan socio-économique et sur le plan de la santé publique. En effet, en termes d’invalidité, les problèmes lombaires sont au premier plan, suivis par la dépression et les autres affections musculo-squelettiques. Le vieillissement de nos populations s’accompagne d’une augmentation des pathologies dégénératives - y compris rachidiennes - associant des symptômes d’enraidissement, de douleur, de déformation ou de déficit neurologique. Dans ce chapitre, nous nous efforcerons de mettre en lumière les éléments fondamentaux à recueillir dans le cadre d’une consultation en pathologie rachidienne. Il ne s’agit donc pas d’une description exhaustive de l’ensemble des techniques d’interrogatoire et d’examen clinique mais plutôt d’un recueil d’étapes nécessaires pour pouvoir s’orienter correctement et parler un même langage.

Short Description:
This textbook is designed to actively engage your exploration and critical analysis of human anatomical variation in an Australian and New Zealand context. Understanding anatomical variation is essential for all health professionals to avoid patient misdiagnosis such as confusing a natural variant with a pathology, minimise surgical or procedural errors that may occur if variations are unexpected, and ultimately improve patient outcomes by applying culturally safe practices. Research in anatomical variation has demonstrated significant differences in phenotypic expression of variants between and within geographic, ancestral and socioeconomic populations, as well as displaying significant variance between males and females. It is therefore critical as a health professional to understand anatomical variation in the context of the population you intend to practice in. This textbook compiles this critical information into an easy to read summary of the range and frequency of anatomical phenotypes in Australian and New Zealand patients by drawing from contemporary anatomical science research. Anatomical variation of Aboriginal, Torres Strait Islander and Māori peoples has also been highlighted where research is available.

Long Description:
The anatomy of our outwardly facing physical appearance exhibits great diversity between individuals, from different eye, skin and hair colour to the size of our feet and our height. However, it is less known whether our anatomy differs beneath the surface… is the anatomy of the internal organs the same between individuals? Most textbooks would like you to think so with simplified standard descriptions of human anatomy such as the lung lobes and fissures, aortic arch branches and bone numbers. But this eBook is different. Here we build your understanding of the scope and clinical importance of human anatomical variation to improve your clinical skills as a health professional or biomedical scientist.

Anatomical variation is described as the differences in macroscopic morphology (shape and size), topography (location), developmental timing or frequency (number) of an anatomical structure between individuals. It presents during embryological or subadult development and results in no substantive observable interruption to physiological function. Every organ displays an array of anatomical phenotypes, and for these reasons the anatomy of each person is considered a variant. Understanding anatomical variation is essential for all health professionals to avoid patient misdiagnosis such as confusing a natural variant with a pathology, minimise surgical or procedural errors that may occur if variations are unexpected, and ultimately improve patient outcomes by applying culturally safe practices.

This textbook is designed to actively engage your exploration and critical analysis of human anatomical variation in an Australian and New Zealand context. Research in anatomical variation has demonstrated significant differences in phenotypic expression of variants between and within geographic, ancestral and socioeconomic populations, as well as displaying significant variance between males and females. It is therefore critical as a health professional to understand anatomical variation in the context of the population you intend to practice in. This textbook compiles this critical information into an easy to read summary of the range and frequency of anatomical phenotypes in Australian and New Zealand patients by drawing from contemporary anatomical science research. Anatomical variation of Aboriginal, Torres Strait Islander and Māori peoples has also been highlighted where research is available.

The textbook is organised to complement your health science studies by developing your depth of understanding to address three critical themes in anatomical variation: Theme 1: Categorise and describe a range of anatomical variation within the human body. Theme 2: Theorise the implications of anatomical variation on patient outcomes and in professional contexts. Theme 3: Investigate the process of anatomical variation formation and its potential causes.

Each chapter employs a multimodal and active learning approach using text and video summaries of key information, checkpoint quizzes, interactive images, clinical and professional discussion activities, and recommended readings. In this way, the activities in this textbook can be easily embedded into existing health science curricula to strengthen anatomical variation understanding in all health professional courses.

Word Count: 31978

ISBN: 978-1-925553-51-2

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)

Short Description:
This textbook is designed to actively engage your exploration and critical analysis of human anatomical variation in an Australian and New Zealand context. Understanding anatomical variation is essential for all health professionals to avoid patient misdiagnosis such as confusing a natural variant with a pathology, minimise surgical or procedural errors that may occur if variations are unexpected, and ultimately improve patient outcomes by applying culturally safe practices. Research in anatomical variation has demonstrated significant differences in phenotypic expression of variants between and within geographic, ancestral and socioeconomic populations, as well as displaying significant variance between males and females. It is therefore critical as a health professional to understand anatomical variation in the context of the population you intend to practice in. This textbook compiles this critical information into an easy to read summary of the range and frequency of anatomical phenotypes in Australian and New Zealand patients by drawing from contemporary anatomical science research. Anatomical variation of Aboriginal, Torres Strait Islander and Māori peoples has also been highlighted where research is available.

Long Description:
The anatomy of our outwardly facing physical appearance exhibits great diversity between individuals, from different eye, skin and hair colour to the size of our feet and our height. However, it is less known whether our anatomy differs beneath the surface… is the anatomy of the internal organs the same between individuals? Most textbooks would like you to think so with simplified standard descriptions of human anatomy such as the lung lobes and fissures, aortic arch branches and bone numbers. But this eBook is different. Here we build your understanding of the scope and clinical importance of human anatomical variation to improve your clinical skills as a health professional or biomedical scientist.

Anatomical variation is described as the differences in macroscopic morphology (shape and size), topography (location), developmental timing or frequency (number) of an anatomical structure between individuals. It presents during embryological or subadult development and results in no substantive observable interruption to physiological function. Every organ displays an array of anatomical phenotypes, and for these reasons the anatomy of each person is considered a variant. Understanding anatomical variation is essential for all health professionals to avoid patient misdiagnosis such as confusing a natural variant with a pathology, minimise surgical or procedural errors that may occur if variations are unexpected, and ultimately improve patient outcomes by applying culturally safe practices.

This textbook is designed to actively engage your exploration and critical analysis of human anatomical variation in an Australian and New Zealand context. Research in anatomical variation has demonstrated significant differences in phenotypic expression of variants between and within geographic, ancestral and socioeconomic populations, as well as displaying significant variance between males and females. It is therefore critical as a health professional to understand anatomical variation in the context of the population you intend to practice in. This textbook compiles this critical information into an easy to read summary of the range and frequency of anatomical phenotypes in Australian and New Zealand patients by drawing from contemporary anatomical science research. Anatomical variation of Aboriginal, Torres Strait Islander and Māori peoples has also been highlighted where research is available.

The textbook is organised to complement your health science studies by developing your depth of understanding to address three critical themes in anatomical variation: Theme 1: Categorise and describe a range of anatomical variation within the human body. Theme 2: Theorise the implications of anatomical variation on patient outcomes and in professional contexts. Theme 3: Investigate the process of anatomical variation formation and its potential causes.

Each chapter employs a multimodal and active learning approach using text and video summaries of key information, checkpoint quizzes, interactive images, clinical and professional discussion activities, and recommended readings. In this way, the activities in this textbook can be easily embedded into existing health science curricula to strengthen anatomical variation understanding in all health professional courses.

Word Count: 31376

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)

Le but du présent chapitre n’est pas de réaliser une description exhaustive de l’anatomie du rachis mais bien d’en présenter les caractéristiques essentielles du point de vue du clinicien afin de pouvoir juger de la normalité ou non du bilan d’imagerie. Cette lecture doit pouvoir s’effectuer sur la base des trois examens complémentaires aujourd’hui indispensables qui sont la radiographie, le CT-scan et l’IRM.

This Anatomy and Physiology I Histology Atlas helps students better understand the complex discipline of tissue histology with the use of interactive H5P activities. Students can reveal or hide illustration overlays drawn to help students visualize cell- and tissue-level structures.

This open access histology atlas was made possible through generous grant funding by The University System of Georgia through the Affordable Learning Georgia initiative: https://www.affordablelearninggeorgia.org/.