논문 리뷰46 [DenseNet] Huang et al., 2017, Densely Connected Convolutional Networks # 세줄 요약 # We introduce the Dense Convolutional Network (DenseNet), which connects each layer to every other layer in a feed-forward fashion. For each layer, the feature-maps of all preceding layers are used as inputs, and their own feature-maps are used as inputs into all subsequent layers. DenseNet has several compelling advantages: they alleviate the vanishing-gradient problem, strengthen feat.. 2022. 3. 13. Udalski et al., 2016, Gaia and Variable Stars # 세줄 요약 # We present a comparison of the Gaia DR1 samples of pulsating variable stars with the OGLE Collection of Variable Stars aiming at the characterization of the Gaia mission performance in the stellar variability domain. Out of 575 Cepheids and 2322 RR Lyrae candidates from the Gaia DR1 samples located in the OGLE footprint in the sky, 559 Cepheids and 2302 RR Lyrae stars are genuine pulsa.. 2022. 2. 20. Goode et al., 2013, OpenSlide: A vendor-neutral software foundation for digital pathology. # 세줄 요약 # Although widely touted as a replacement for glass slides and microscopes in pathology, digital slides present major challenges in data storage, transmission, processing, and interoperability. In this paper, we present the design and implementation of OpenSlide, a vendor-neutral C library (easily extensible for various programming languages) for reading and manipulating digital slides o.. 2022. 2. 13. Richtler et al., 2017, The globular cluster system of NGC 1316. IV. Nature of the star cluster complex SH2 # 세줄 요약 # The light of the merger remnant NGC 1316 (Fornax A) is dominated by old and intermediate-age stars but the only sign of current star formation in this big galaxy is the Hii region SH2, an isolated star cluster complex. We want to investigate the nature of this star cluster complex, so the nebular emission lines permit a metallicity determination that can discriminate between a dwarf ga.. 2022. 1. 16. van Dokkum et al, 2018, An Enigmatic Population of Luminous Globular Clusters in a Galaxy Lacking Dark Matter # 세줄 요약 # We recently found an ultra-diffuse galaxy (UDG) called NGC1052-DF2 with a half-light radius of Re = 2.2 kpc and little or no dark matter. Their properties are similar to ω Centauri (the brightest and largest globular cluster in the Milky Way), but that the luminosity function of metal-poor globular clusters is not universal and a factor of ∼1000 removed from the relation between globul.. 2022. 1. 2. Wang et al., 2019, Pathology Image Analysis Using Segmentation Deep Learning Algorithms. # 세줄 요약 # With the rapid development of image scanning techniques and visualization software, whole slide imaging (WSI) is becoming a routine diagnostic method. Deep learning-based pathology image segmentation has become an important tool in WSI analysis because that algorithms such as fully convolutional networks stand out for their accuracy, computational efficiency, and generalizability. In t.. 2021. 12. 20. [공저자] Lee et al., 2021, Performance evaluation in [18F]Florbetaben brain PET images classification using 3D Convolutional Neural Network # 세줄 요약 # We created and evaluated an [18F]Florbetaben amyloid brain positron emission tomography (PET) scan classification model with a Dong-A University Hospital (DAUH) dataset based on a convolutional neural network (CNN), and performed external validation with the Alzheimer's Disease Neuroimaging Initiative (ADNI) dataset. Three types of models were used, depending on their structure: The ac.. 2021. 10. 25. [ResNet] He et al., 2015, Deep Residual Learning for Image Recognition # 세줄 요약 # We present a residual learning framework to ease the training of networks that are substantially deeper than those used previously. We provide comprehensive empirical evidence showing that these residual networks are easier to optimize, and can gain accuracy from considerably increased depth (evaluate residual nets with a depth of up to 152 layers). This result won the 1st place on the.. 2021. 10. 17. Chies-Santos et al., 2012, An optical/NIR survey of globular clusters in early-type galaxies. III. On the colour bimodality of globular cluster systems # 세줄 요약 # We study optical/near-infrared (NIR) colour distributions of the GC systems in 14 E/S0 galaxies. We find that double-peaked colour distributions are more commonly seen in optical than in optical/NIR colours A bimodal optical colour distribution is not necessarily an indication of an underlying bimodal metallicity distribution. # 상세 리뷰 # 1. Introduction AIM: Study optical/NIR color dist.. 2021. 10. 10. Campanella et al., 2019, Clinical-grade computational pathology using weakly supervised deep learning on whole slide images. # 세줄 요약 # The development of decision support systems for pathology and their deployment in clinical practice have been hindered by the need for large manually annotated datasets. We present a multiple instance learning-based deep learning system that uses only reported diagnoses as labels for training. Tests on prostate cancer, basal cell carcinoma and breast cancer metastases to axillary lymph.. 2021. 10. 4. 이전 1 2 3 4 5 다음
