Rachel Mattson

ORCID: 0000-0003-1503-509X
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About
Contact & Profiles
Research Areas
  • Educator Training and Historical Pedagogy
  • Computational Drug Discovery Methods
  • Ubiquitin and proteasome pathways
  • Face recognition and analysis
  • Face Recognition and Perception
  • Digital Storytelling and Education
  • Face and Expression Recognition
  • Mitochondrial Function and Pathology
  • Bioinformatics and Genomic Networks
  • Digital and Traditional Archives Management
  • Cell Image Analysis Techniques
  • Anthropological Studies and Insights
  • Acute Myeloid Leukemia Research
  • Art Education and Development
  • Advanced biosensing and bioanalysis techniques
  • Quantum and electron transport phenomena
  • Diverse Musicological Studies
  • Neural Networks and Applications
  • Theater, Performance, and Music History
  • Philosophy, History, and Historiography
  • Metabolomics and Mass Spectrometry Studies
  • CCD and CMOS Imaging Sensors
  • RNA Interference and Gene Delivery
  • Adversarial Robustness in Machine Learning
  • Diversity and Impact of Dance

University of Georgia
2020-2021

University of Minnesota
1964-2018

Princess Margaret Cancer Centre
2012-2015

University Health Network
2012-2013

SUNY New Paltz
2008-2009

Much recent research has uncovered and discussed serious concerns of bias in facial analysis technologies, finding performance disparities between groups people based on perceived gender, skin type, lighting condition, etc. These audits are immensely important successful at measuring algorithmic but have two major challenges: the (1) use recognition datasets which lack quality metadata, like LFW CelebA, (2) do not compare their observed to biases human alternatives. In this paper, we release...

10.48550/arxiv.2110.08396 preprint EN other-oa arXiv (Cornell University) 2021-01-01

10.1109/proc.1964.3015 article Proceedings of the IEEE 1964-01-01

Perturbations of organellar structures within a cell are useful indicators the cell’s response to viral or bacterial invaders. Of various organelles, mitochondria meaningful model because they show distinct migration patterns in presence potentially fatal infections, such as tuberculosis. Properly modeling and assessing could provide new information about infections that can be leveraged develop tests, treatments, vaccines. Traditionally, mitochondrial have been assessed via manual...

10.25080/majora-342d178e-00d article EN cc-by Proceedings of the Python in Science Conferences 2020-01-01

This essay argues that the current crisis in history education at K-12 levels requires creative interventions and interdisciplinary collaborations. It also offers a series of strategies for teaching critical historical thinking skills to young people. Drawing on author's recent collaboration with theater educator, examines radical potential one pedagogical method particular—a theater-based strategy called “process drama.” A philosophical experiential approach learning, this draws theatrical...

10.1215/01636545-2008-016 article EN Radical History Review 2008-10-01

10.1109/proc.1965.3635 article IT Proceedings of the IEEE 1965-01-01

Characterizing dynamic sub-cellular morphologies in response to perturbation remains a challenging and important problem. Many organelles are anisotropic difficult segment, few methods exist for quantifying the shape, size, quantity of these organelles. The OrNet (Organelle Networks) framework models diffuse organelle structures as social networks using graph theoretic probabilistic approaches. Specifically, this architecture tracks morphological changes mitochondria because its structural...

10.25080/majora-1b6fd038-00f article EN cc-by Proceedings of the Python in Science Conferences 2021-01-01

This essay introduces a special issue of KULA on the subject ‘endangered knowledge,’ comprising 22 essays by 34 authors working across wide array disciplines and fields. Guest editors Samantha MacFarlane, Rachel Mattson, Bethany Nowviskie have assembled collection scholarly articles, pedagogical reflections, project reports that take up theoretical practical considerations archival salvage erasure, persistence public record, indigenous knowledge, politics loss. The explores endangerment as...

10.5334/kula.60 article EN cc-by KULA knowledge creation dissemination and preservation studies 2018-11-29

Founded in the winter of 2017, Digital Library Federation’s interest group on Government Records Transparency and Accountability seeks to support a broader culture records transparency digital age. We use variety methods cross-disciplinary conversation, collaboration, action around improving access local, state federal publications (as well as information, data, documents). Over past years, we’ve hosted open presentations topics including 2020 Census, its relationship immigrant justice,...

10.5860/dttp.v47i1.6980 article EN DttP Documents to the People 2019-03-25

Continued advancements in adversarial attacks have crippled neural network performance. These small pixel perturbations can go undetected and cause networks to misclassify with high confidence. The motivation for this paper was investigate how various sensor modalities models respond attacks. It is important realize that the large diversity architectures makes it difficult any analytical conclusions be made generalize across given network. For reason, we share statistical analyses performed...

10.1117/12.2587479 article EN 2021-04-09
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