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- Description:
- This dissertation studies the integration of analytical modeling and optimization, machine learning, and Bayesian learning to optimize cost, access, and quality of healthcare delivery. Chapter 1 models computer-aided triage (patient prioritization) as feature-based priority queuing where types (diseases) are not perfectly observed but are inferred from observed features using a...
- Subject:
- Operations research
- Creator:
- Singh, Simrita
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_918485 and http://dissertations.umi.com/northwestern:16166
-
- Description:
- Protein-based biomaterials are widely used in biomedical applications and mechanical support because of their novel structural flexibility, biocompatibility and mechanical properties. Protein-based biomaterials outperform traditional synthetic materials in various environments as traditional materials lack the diverse chemical functionalities that proteins offer. Novel bioinspired techniques such as directed evolution offer the...
- Subject:
- Bioengineering, Materials Science, and Chemical engineering
- Creator:
- Chen, Yusu
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:16130 and etdadmin_upload_912201
-
- Description:
- While there is high demand for university computer science (CS) courses, students often struggle when learning to program. Prior work has identified that student perceptions of their programming ability may contribute to these challenges. For example, studies show that students often perceive that they do not belong, are not capable...
- Keyword:
- Growth Mindset, Persistence, Introductory Programming, Computer Science Education, Electrodermal Activity, and Self-efficacy
- Subject:
- Education and Computer science
- Creator:
- Gorson, Jamie
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_926233 and http://dissertations.umi.com/northwestern:16205
-
- Description:
- This multi-study dissertation explored technology and creativity within three different technology-rich creative musical spaces. Through the use of three contrasting empirical methods (qualitative content analysis, intrinsic case study, and phenomenology), I explored the complex ways technology and musical creativity are linked. In the first study, I completed a content analysis...
- Keyword:
- Creativity and Technology
- Subject:
- Music education
- Creator:
- Horton, Patrick William
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_926978 and http://dissertations.umi.com/northwestern:16217
-
- Description:
- Before initiating a walking movement, the central nervous system forms a motor plan, a set of motor commands predicted to accomplish task-specific goals. To be effective, motor plans must be continually updated to consider an ever-changing external environment. Despite being an inherent part of walking, how the nervous system adapts...
- Keyword:
- Motor Learning, Adaptation, Gait, Uncertainty, Center of Mass, and Motor Control
- Subject:
- Physical therapy and Biomedical engineering
- Creator:
- Bucklin, Mary Ann
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2021-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:16185 and etdadmin_upload_922879
-
- Description:
- Protein-protein interactions are ubiquitous in living systems, and mediate important cellular processes from decision making to immunity against pathogens. Furthermore, protein-protein interactions are key to many protein therapeutics, pathogen diagnostics, and numerous synthetic biology applications. As a result, there has been significant effort to develop methods to express potential protein...
- Keyword:
- Minibinder, Antibodies, Diagnostics, Protein Protein Interactions, High-Throughput Screening, and Cell-Free Protein Synthesis
- Subject:
- Bioengineering and Chemical engineering
- Creator:
- hunt, Andrew
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_911343 and http://dissertations.umi.com/northwestern:16125
-
- Description:
- In this document, I demonstrate that: 1) Linear basis functions cannot outperform nonlinear ones to represent hand kinematics 2) Nonlinear autoencoders outperform PCA on the dimensionality reduction of hand kinematics, 3) Nonlinear autoencoders outperform PCA in human gait representation and recurrent nonlinear autoencoders can seamlessly express the temporal dynamics, 4)...
- Keyword:
- kinematics, prosthetics, machine learning, gait, dimensionality reduction, and hand
- Subject:
- Engineering
- Creator:
- Portnova-Fahreeva, Alexandra
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:16176 and etdadmin_upload_920776
-
- Description:
- Electrical spinal cord stimulation is an emerging treatment for spinal cord injury that can improve walking and bladder control, among many other functions. While the anatomical location of the motor pools for muscles involved in locomotion in the lumbosacral cord has been identified, the map of the functional output of...
- Subject:
- Neurosciences
- Creator:
- Patterson, Jacqueline
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:16163 and etdadmin_upload_917878
-
- Description:
- The current view in neuroscience holds that the brain, together with its sensory and motor structures and the environment, form a closed-loop system – a sensorimotor loop – in which the brain receives information from the environment and converts it into a motor response while simultaneously making predictions about future...
- Subject:
- Biomedical engineering, Computer science, and Neurosciences
- Creator:
- Zweifel, Nadina Olivia
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:16198 and etdadmin_upload_925059
-
- Description:
- Affect represents a major domain of human consciousness, consisting of a complex group of psychophysiological processes to drive human behavior. Many genetic and environmental factors may cause dysregulation of affective states, resulting in disorders that severely disrupt normal cognitive function and diminish the quality of life. Transitions among affective states...
- Keyword:
- Dopamine, Optogenetics, and Affective disorders
- Subject:
- Neurosciences
- Creator:
- Wu, Mingzheng
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 09/22/2022
- Date Created:
- 2022-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_925290 and http://dissertations.umi.com/northwestern:16201