Doctoral Theses: Recent submissions
Now showing items 1-3 of 23068
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New approaches to diagnostic imaging: Magnetic particle imaging for human functional neuroimaging and short mid-field MRI magnet design
(Massachusetts Institute of Technology, 2025-05)Part I: Magnetic Particle Imaging for Human Functional Neuroimaging While Magnetic Resonance Imaging (MRI) has revolutionized diagnostic imaging since its clinical introduction in the 1980s — primarily focusing on hydrogen ... -
Inference-Time Learning Algorithms of Language Models
(Massachusetts Institute of Technology, 2025-05)Modern language models (LMs) can perform complex tasks through in-context learning (ICL)—they can adapt to a task via examples provided in their input without any parameter updates. However, fundamental questions remain ... -
Machine Learning Methods for Single Cell RNA-Sequencing Data to Improve Clinical Oncology
(Massachusetts Institute of Technology, 2025-05)Single-cell RNA sequencing (scRNA-seq) offers a detailed view of the cellular and phenotypic composition of healthy and diseased tissues. While machine learning (ML) methods are well-suited for the high-dimensional nature ...
