Publications by authors named "Y J Hwu"

Article Synopsis
  • The study aimed to evaluate if using an explainable AI model improves the accuracy and clarity of predicting embryo ploidy status based on various embryonic and clinical data.
  • The research involved analyzing a dataset of 1908 blastocyst embryos with multiple machine learning models, where the Random Forest model showed the best performance in predicting ploidy status.
  • Findings suggest that XAI techniques, like SHAP and LIME, effectively enhance understanding of the model's predictions, potentially aiding in better embryo selection and patient consultations.
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Synchrotron radiation can be used as a light source in X-ray microscopy to acquire a high-resolution image of a microscale object for tomography. However, numerous projections must be captured for a high-quality tomographic image to be reconstructed; thus, image acquisition is time consuming. Such dense imaging is not only expensive and time consuming but also results in the target receiving a large dose of radiation.

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Background: Vitrified M-II oocyte accumulation for later simultaneous insemination has been used for managing POR. Our study aimed to determine whether vitrified oocyte accumulation strategy improves live birth rate (LBR) for managing diminished ovarian reserve (DOR).

Methods: A retrospective study included 440 women with DOR fulfilling Poseidon classification groups 3 and 4, defined as the presence of serum anti-Müllerian hormone (AMH) hormone level < 1.

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Objective: To compare the clinical outcomes between conventional insemination (IVF) and intracytoplasmic sperm injection (ICSI) in poor responders with only a single oocyte retrieved.

Materials And Methods: This is a retrospective case-control study. Couples who were treated with assisted reproductive technology (ART) with a single oocyte retrieved in Mackay Memorial Hospital from 1996 to 2016 were recruited.

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A temporal focusing multiphoton illumination (TFMI) method is proposed for achieving selective volume illumination (SVI) (i.e., illuminating only the volume of interest) in light-field microscopy (LFM).

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