Jinman Kim

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The University of Sydney

Featured Co-authors

Qian Wang
79 publications
Dagan Feng
14 publications
Michael Fulham
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Ashnil Kumar
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Lei Bi
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Matloob Khushi
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Euijoon Ahn
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Karsten Klein
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Takayuki Itoh
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Yuyu Guo
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David Feng
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BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition

In recent years, with the growing amount of biomedical documents, couple...
09/19/2020 ∙ by Usman Naseem, et al. ∙ 0 ∙ share

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Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation

Multimodal positron emission tomography-computed tomography (PET-CT) is ...
07/29/2020 ∙ by Xiaohang Fu, et al. ∙ 0 ∙ share

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Deep Multi-Scale Resemblance Network for the Sub-class Differentiation of Adrenal Masses on Computed Tomography Images

Objective: The accurate classification of mass lesions in the adrenal gl...
07/29/2020 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search

'Radiomics' is a method that extracts mineable quantitative features fro...
07/12/2020 ∙ by Yige Peng, et al. ∙ 0 ∙ share

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A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image

Dynamic medical imaging is usually limited in application due to the lar...
02/28/2020 ∙ by Yuyu Guo, et al. ∙ 12 ∙ share

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Semi-supervised estimation of event temporal length for cell event detection

Cell event detection in cell videos is essential for monitoring of cellu...
09/22/2019 ∙ by Ha Tran Hong Phan, et al. ∙ 0 ∙ share

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Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification

Medical image analysis using supervised deep learning methods remains pr...
06/07/2019 ∙ by Euijoon Ahn, et al. ∙ 0 ∙ share

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Unsupervised Deep Transfer Feature Learning for Medical Image Classification

The accuracy and robustness of image classification with supervised deep...
03/15/2019 ∙ by Euijoon Ahn, et al. ∙ 0 ∙ share

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Automated Segmentation of the Optic Disk and Cup using Dual-Stage Fully Convolutional Networks

Automated segmentation of the optic cup and disk on retinal fundus image...
02/13/2019 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer

The analysis of multi-modality positron emission tomography and computed...
10/05/2018 ∙ by Ashnil Kumar, et al. ∙ 6 ∙ share

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Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation

Segmentation of skin lesions is considered as an important step in compu...
07/23/2018 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Argumentation

Segmentation of skin lesions is considered as an important step in compu...
07/23/2018 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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Sparsity-based Convolutional Kernel Network for Unsupervised Medical Image Analysis

The availability of large-scale annotated image datasets coupled with re...
07/16/2018 ∙ by Euijoon Ahn, et al. ∙ 2 ∙ share

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An unsupervised long short-term memory neural network for event detection in cell videos

We propose an automatic unsupervised cell event detection and classifica...
09/07/2017 ∙ by Ha Tran Hong Phan, et al. ∙ 0 ∙ share

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Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

Positron emission tomography (PET) image synthesis plays an important ro...
07/31/2017 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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Automatic Liver Lesion Detection using Cascaded Deep Residual Networks

Automatic segmentation of liver lesions is a fundamental requirement tow...
04/10/2017 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks

Malignant melanoma has one of the most rapidly increasing incidences in ...
03/12/2017 ∙ by Lei Bi, et al. ∙ 0 ∙ share

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High-Dimensional Data Visualization by Interactive Construction of Low-Dimensional Parallel Coordinate Plots

Parallel coordinate plots (PCPs) are among the most useful techniques fo...
09/17/2016 ∙ by Takayuki Itoh, et al. ∙ 0 ∙ share

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