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Learning and Prior Knowledge Shape Cognitive Representations for Complex Images- [electronic resource]
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Learning and Prior Knowledge Shape Cognitive Representations for Complex Images- [electronic resource]
자료유형  
 학위논문
Control Number  
0016933111
International Standard Book Number  
9798379914950
Dewey Decimal Classification Number  
152
Main Entry-Personal Name  
Schill, Hayden.
Publication, Distribution, etc. (Imprint  
[S.l.] : University of California, San Diego., 2023
Publication, Distribution, etc. (Imprint  
Ann Arbor : ProQuest Dissertations & Theses, 2023
Physical Description  
1 online resource(116 p.)
General Note  
Source: Dissertations Abstracts International, Volume: 85-01, Section: B.
General Note  
Advisor: Brady, Timothy.
Dissertation Note  
Thesis (Ph.D.)--University of California, San Diego, 2023.
Restrictions on Access Note  
This item must not be sold to any third party vendors.
Summary, Etc.  
요약Through navigating and interacting with the world, we develop knowledge that can be used to help guide future interactions or process similar information more efficiently. For example, as someone proceeds through medical school and residency to become a radiologist, they develop a deep understanding of medical images. This learned knowledge influences several cognitive processes, which allows them to find abnormalities quickly and efficiently. My dissertation examines factors that may drive how prior knowledge in perceptual domains influence cognitive processes such as memory and perception. I use a range of stimuli and methods that mimic real-world scenarios and require significant perceptual prior knowledge. In particular, I use medical imaging and face perception as two unique but strong indices of perceptual expertise. In chapter 1, I establish that radiologists have enhanced memory for abnormal compared to normal mammograms. I show evidence that this memory benefit appears to be driven by a unique role of distinctiveness, which emerges with significant prior knowledge in the expert's domain. In chapter 2, I demonstrate that additional knowledge of an abnormality in a medical image not only shapes memory but also enhances experts' perception of medical images themselves, a form of bias called visual hindsight bias. In chapter 3, I examine the impact of occlusions and feature learning on our ability to extract summary statistics of complex facial information. Overall, I highlight how learned knowledge shapes a range of cognitive processes including memory, visual perception, and ensemble perception, and touch on several avenues for future direction.
Subject Added Entry-Topical Term  
Experimental psychology.
Subject Added Entry-Topical Term  
Psychology.
Subject Added Entry-Topical Term  
Cognitive psychology.
Index Term-Uncontrolled  
Cognitive representations
Index Term-Uncontrolled  
Complex images
Index Term-Uncontrolled  
Medical images
Index Term-Uncontrolled  
Cognitive processes
Index Term-Uncontrolled  
Perceptual expertise
Index Term-Uncontrolled  
Visual hindsight bias
Added Entry-Corporate Name  
University of California, San Diego Psychology
Host Item Entry  
Dissertations Abstracts International. 85-01B.
Host Item Entry  
Dissertation Abstract International
Electronic Location and Access  
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Control Number  
joongbu:642212
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