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1.
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An increasing amount of attention is being given to the structural and morphological aspects of biological function, and by extension the computational challenges necessa [...]
2022 |
Dissertation |
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2.
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A multi-module diabetic retinopathy diagnostic system based on structural and angiographic optical coherence tomography using deep learning.
2023-12-15 |
Dissertation |
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3.
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A major challenge in precision oncology is accurately modeling the molecular machinery that governs cellular sensitivity or resistance to a given drug or drug combination [...]
2020 |
Abstract |
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4.
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The sound of a person's voice is an important factor in human communication. VoiceConversion (VC) is a technology that modifies a source speaker's speech utterance to sou [...]
2019 |
Dissertation |
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5.
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This work introduces novel methods in the field of deformable image registration, both classical and learning-based. A central theme of the work is leveraging Reproducing [...]
2021 |
Dissertation |
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6.
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We explored voice conversion systems to improve speech intelligibility of 1) dysarthric speech and 2) laryngectomees.
In the first case, we explore the potential of condi [...]
2020 |
Abstract |
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7.
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Optical coherence tomographic angiography (OCTA) has been successfully used in ophthalmol-ogy, providing noninvasive, non-dye-based, high-speed, and depth-resolved imagin [...]
2022 |
Dissertation |
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8.
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Applied deep learning is an area that has been evolving rapidly in recent years and is now ubiquitous within the machine learning and artificial intelligence communities. [...]
2022 |
Dissertation |
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9.
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Early life sleep disruption (ELSD) from P14-P21 in the socially monogamous prairie vole impacts adult social behavior (Jones et al, 2019). The use of automated tools to s [...]
2023-07-20 |
Abstract |
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10.
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Postural impairments constitute a common motor symptom of Parkinson’s disease (PD). While there is evidence that they might already be present pre-clinically, they are [...]
2024 |
Abstract |
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