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Filtering by: Advisor Fitzgerald, Stephen A. Remove constraint Advisor: Fitzgerald, Stephen A. Degree Level Doctoral Remove constraint Degree Level: Doctoral

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Analytical Methods for Improving Causal Inference

Creator:

Sinha, Meghamala

Abstract:

Causal inference is an important analytical tool to bridge the gap between prediction and decision-making. However, learning a causal network solely from data is a challenging task. In this work, various techniques have been explored for a better and improved causal network learning from data. Firstly, the problem of learning...

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Dissertation

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: Analytical Methods for Improving Causal Inference Abstract approved: Stephen A. Ramsey Causal inference is
Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Creator:

Wei, Qi

Abstract:

Ph.D. candidate Qi Wei's thesis consists of two projects: Chemotherapy Project: a study based on the research paper "Predicting chemotherapy response of various cancer types using a variational auto-encoder approach" submitted to the bioRxiv preprint archive and accepted by the BMC bioinformatics; and Wound Monitor Project: implementing and assessing analytics...

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Dissertation

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Assessment Abstract approved: Stephen A. Ramsey Ph.D. candidate Qi Wei’s thesis consists of two projects
Computational Elucidation of the Regulatory SNPs in the Non-Coding Regions of the Human Genome

Creator:

Yao, Yao

Abstract:

We describe a series of novel computational models, CERENKOV (Computational Elucidation of the REgulatory NonKOding Variome) and its successors CERENKOV2, CERENKOV3, and Convolutional CERENKOV3, for discriminating regulatory single nucleotide polymorphisms (rSNPs) from non-regulatory SNPs within non-coding genetic loci. The CERENKOV models are designed for recognizing rSNPs in the context of...

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Dissertation

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Elucidation of the Regulatory SNPs in the Non-Coding Regions of the Human Genome Abstract approved: Stephen
Electron transport in coupled double quantum wells and wires

Creator:

Harff, Nathan E.

Resource Type:

Dissertation

Full Text:

Transport in Coupled Double Quantum Wells and Wires Abstract approved: Stephen M. Goodnick Jerry A

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Academic Affiliation

Electrical Engineering and Computer Science3
Electrical and Computer Engineering1

Advisor

Ramsey, Stephen A.3
Goodnick, Stephen M.1
Simmons, Jerry A.1

Commencement Year

Commencement Year range begin – Commencement Year range end

Current results range from 1997 to 2022

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Committee Member

Nayyeri, Amir2
Bailey, Mike1
Borradaile, Glencora1
Fern, Xiaoli1
Guo, Ren1
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Creator

Harff, Nathan E.1
Sinha, Meghamala1
Wei, Qi1
Yao, Yao1

Date

Date range begin – Date range end

Current results range from 1997 to 2021

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Decade

2020-20293
1990-19991

Degree Field

Computer Science3
Electrical and Computer Engineering1

Degree Level

Doctoral[remove]4

Degree Name

Doctor of Philosophy (Ph.D.)4

Language

English [eng]4

License

All rights reserved2
Attribution-ShareAlike 4.0 (CC BY-SA 4.0)1

Non-Academic Affiliation

Oregon State University. Graduate School1

Peer Reviewed

No4

Resource Type

Dissertation4

Rights Statement

In Copyright2
Copyright Not Evaluated1
In Copyright - Non-Commercial Use Permitted1

Subject

Electron transport1
Quantum wells1

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