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List of works by Jin Tae Kwak

A Multi-organ Nucleus Segmentation Challenge

scientific article published on 23 October 2019

A dense multi-path decoder for tissue segmentation in histopathology images

scientific article published on 14 March 2019

A multiview boosting approach to tissue segmentation

A new segmentation framework for infrared spectroscopic imaging using frequent pattern mining

scientific article published in March 2011

Analysis of variance in spectroscopic imaging data from human tissues

scientific article

Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study

scientific article

Automated prostate cancer detection using T2-weighted and high-b-value diffusion-weighted magnetic resonance imaging

scientific article

Automated prostate tissue referencing for cancer detection and diagnosis

scientific article

BACH: Grand challenge on breast cancer histology images

scientific article published on 31 May 2019

Biopsy-guided learning with deep convolutional neural networks for Prostate Cancer detection on multiparametric MRI

article

Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy

Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images

article

Correlation of magnetic resonance imaging with digital histopathology in prostate.

scientific article published on 4 September 2015

Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound

scientific article published on 25 June 2018

Deep dense multi-path neural network for prostate segmentation in magnetic resonance imaging

scientific article published on 07 August 2018

Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies

scientific article published on 23 March 2019

Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke

scientific article published on 03 September 2019

Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations

scientific article published on 20 June 2017

Detection of prostate cancer in multiparametric MRI using random forest with instance weighting

scientific article published on April 2017

Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study.

scientific article

Efficient Data Mining for Local Binary Pattern in Texture Image Analysis

scientific article

High-definition Fourier transform infrared spectroscopic imaging of prostate tissue

scientific article published on 23 March 2016

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

scientific article published on 18 September 2019

Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound

scientific article published on 05 May 2020

Improving prediction of prostate cancer recurrence using chemical imaging

scientific article

Is visual registration equivalent to semiautomated registration in prostate biopsy?

scientific article

Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities

article

Lumen-based detection of prostate cancer via convolutional neural networks

scholarly article published 1 March 2017

Methods for Segmentation and Classification of Digital Microscopy Tissue Images

Multimodal microscopy for automated histologic analysis of prostate cancer

scientific article

Multiview boosting digital pathology analysis of prostate cancer.

scientific article published on 22 February 2017

Nuclear Architecture Analysis of Prostate Cancer via Convolutional Neural Networks

scholarly article by Jin Tae Kwak & Stephen M. Hewitt published 2017 in IEEE Access

Nucleus detection using gradient orientation information and linear least squares regression

article published in 2015

PAIP 2019: Liver cancer segmentation challenge

scientific article published on 08 October 2020

Prediction of Epstein-Barr Virus Status in Gastric Cancer Biopsy Specimens Using a Deep Learning Algorithm

scientific article published in 2022

Prostate Cancer: A Correlative Study of Multiparametric MR Imaging and Digital Histopathology.

scientific article published on 5 June 2017

SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images

scientific article published in 2022

Stromal-epithelial responses to fractionated radiotherapy in a breast cancer microenvironment.

scientific article

Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy.

scientific article published on 27 March 2018

Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection

scientific article published on 27 March 2017

Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks

scholarly article by Shekoofeh Azizi et al published 2015 in Lecture Notes in Computer Science

Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy

Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks

scientific article published on 11 May 2020

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