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Article
Open AccessDesign of high-performance entangling logic in silicon quantum dot systems with Bayesian optimization
Device engineering based on computer-aided simulations is essential to make silicon (Si) quantum bits (qubits) be competitive to commercial platforms based on superconductors and trapped ions. Combining device...
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Article
Open AccessMachine-learning-based diagnosis of thyroid fine-needle aspiration biopsy synergistically by Papanicolaou staining and refractive index distribution
We developed a machine learning algorithm (MLA) that can classify human thyroid cell clusters by exploiting both Papanicolaou staining and intrinsic refractive index (RI) as correlative imaging contrasts and e...
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Article
Open AccessBiotechnological Activities and Applications of Bacterial Pigments Violacein and Prodigiosin
In this review, we discuss violacein and prodigiosin, two chromogenic bacterial secondary metabolites that have diverse biological activities. Although both compounds were “discovered” more than seven decades ...
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Article
Open AccessEvaluation of conditional treatment effects of adjuvant treatments on patients with synovial sarcoma using Bayesian subgroup analysis
The impact of adjuvant chemotherapy or radiation therapy on the survival of patients with synovial sarcoma (SS), which is a rare soft-tissue sarcoma, remains controversial. Bayesian statistical approaches and ...
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Chapter and Conference Paper
Scalable Neural Architecture Search for 3D Medical Image Segmentation
In this paper, a neural architecture search (NAS) framework is proposed for 3D medical image segmentation, to automatically optimize a neural architecture from a large design space. Our NAS framework searches...
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Article
An L q (L p )-Theory for Parabolic Pseudo-Differential Equations: Calderón-Zygmund Approach
In this paper we present a Calderón-Zygmund approach for a large class of parabolic equations with pseudo-differential operators ...
