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1

Deep Learning in Nuclear Medicine and Molecular Imaging: Current Perspectives and Future Directions

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2017

Language:

english

File:

PDF, 1.09 MB

english, 2017

2

Noninvasive imaging of radiolabeled exosome-mimetic nanovesicle using 99mTc-HMPAO

Hwang, Do Won, Choi, Hongyoon, Jang, Su Chul, Yoo, Min Young, Park, Ji Yong, Choi, Na Eun, Oh, Hyun Jeong, Ha, Seunggyun, Lee, Yun-Sang, Jeong, Jae Min, Gho, Yong Song, Lee, Dong Soo

Journal:

Scientific Reports

Year:

2015

Language:

english

File:

PDF, 757 KB

english, 2015

3

Predicting Aging of Brain Metabolic Topography Using Variational Autoencoder

Choi, Hongyoon, Kang, Hyejin, Lee, Dong Soo

Journal:

Frontiers in Aging Neuroscience

Year:

2018

Language:

english

File:

PDF, 4.05 MB

english, 2018

4

Amyloid PET Quantification Via End-to-End Training of a Deep Learning

Kim, Ji-Young, Suh, Hoon Young, Ryoo, Hyun Gee, Oh, Dongkyu, Choi, Hongyoon, Paeng, Jin Chul, Cheon, Gi Jeong, Kang, Keon Wook, Lee, Dong Soo

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2019

Language:

english

File:

PDF, 1.81 MB

english, 2019

5

Computed Tomography (CT) Protocols Associated with Cardiac and Bone Single-Photon Emission Computed Tomography/CT (SPECT/CT) in Korea

Lee, Eun Jeong, Kim, Ji Young, Park, Jung Mi, Song, Bong-Il, Choi, Hongyoon, Shim, Hye-kyeong, Park, Hey Lim, Lee, Ho-Young, Lee, Kyung Jae, Yoon, Joon-Kee, Seo, Seongho, Kim, Seong Min, Park, Soo Bin

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2020

File:

PDF, 2.27 MB

2020

6

Tumor immune profiles noninvasively estimated by FDG PET with deep learning correlate with immunotherapy response in lung adenocarcinoma

Park, Changhee, Na, Kwon Joong, Choi, Hongyoon, Ock, Chan-Young, Ha, Seunggyun, Kim, Miso, Park, Samina, Keam, Bhumsuk, Kim, Tae Min, Paeng, Jin Chul, Park, In Kyu, Kang, Chang Hyun, Kim, Dong-Wan, Ch

Journal:

Year:

2020

File:

PDF, 1.57 MB

2020

7

A Case of Enterocutaneous Fistula Diagnosed with Tc-99m DTPA Fistulography Using Hybrid SPECT/CT

Hongyoon Choi, Jin Chul Paeng, In Kook Chun, Kyung Don Baik, Keon Wook Kang, June-Key Chung, Dong Soo Lee

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2012

Language:

english

File:

PDF, 197 KB

english, 2012

8

Diffusion tensor imaging of anterior commissural fibers in patients with schizophrenia

Hongyoon Choi, Marek Kubicki, Thomas J. Whitford, Jorge L. Alvarado, Douglas P. Terry, Margaret Niznikiewicz, Robert W. McCarley, Jun Soo Kwon, Martha E. Shenton

Journal:

Schizophrenia Research

Year:

2011

Language:

english

File:

PDF, 644 KB

english, 2011

9

Parametric Cerebrovascular Reserve Images Using Acetazolamide99mTc-HMPAO SPECT: A Feasibility Study of Quantitative Assessment

Hongyoon Choi, Min Young Yoo, Gi Jeong Cheon…

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2013

Language:

english

File:

PDF, 488 KB

english, 2013

10

A Case of Habitual Neck Compression Induced Electroencephalogram Abnormalities: Differentiating from Epileptic Seizures Using a Tc-99m HMPAO SPECT

Choi, Hongyoon, Seo, Min-Seok, Lee, Ho-Young, Kim, Young-Soo, Yun, Chang-Ho, Kim, Sang Eun, Park, Sung-Ho

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2014

Language:

english

File:

PDF, 369 KB

english, 2014

11

The Unburied Body

Choi, Hongyoon, Paeng, Jin Chul, Kim, Dong-Wan, Lee, June Koo, Park, Chang Min, Kang, Keon Wook, Chung, June-Key, Lee, Dong Soo

Journal:

Year:

1947

Language:

english

File:

PDF, 195 KB

english, 1947

12

Metabolic and metastatic characteristics of ALK-rearranged lung adenocarcinoma on FDG PET/CT

Choi, Hongyoon, Paeng, Jin Chul, Kim, Dong-Wan, Lee, June Koo, Park, Chang Min, Kang, Keon Wook, Chung, June-Key, Lee, Dong Soo

Journal:

Year:

2013

Language:

english

File:

PDF, 306 KB

english, 2013

13

Abnormal metabolic connectivity in the pilocarpine-induced epilepsy rat model: A multiscale network analysis based on persistent homology

Choi, Hongyoon, Kim, Yu Kyeong, Kang, Hyejin, Lee, Hyekyoung, Im, Hyung-Jun, Hwang, Do Won, Kim, E. Edmund, Chung, June-Key, Lee, Dong Soo

Journal:

Year:

2014

Language:

english

File:

PDF, 3.17 MB

english, 2014

14

Autoclustering of Non-small Cell Lung Carcinoma Subtypes on18F-FDG PET Using Texture Analysis: A Preliminary Result

Ha, Seunggyun, Choi, Hongyoon, Cheon, Gi Jeong, Kang, Keon Wook, Chung, June-Key, Kim, Euishin Edmund, Lee, Dong Soo

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2014

Language:

english

File:

PDF, 354 KB

english, 2014

15

Tc-99m Hydroxymethylene Diphosphonate (HMDP) Renal Uptake as a Surrogate Marker of Postoperative Impairment of the Glomerular Filtration Rate in Renal Tumor Patients Following Nephron-Sparing Surgery

Choi, Hongyoon, Lee, Won Woo, So, Young, Ha, Seunggyun, Byun, Seok-Soo, Kim, Sang Eun

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2014

Language:

english

File:

PDF, 1.94 MB

english, 2014

16

11C-Pittsburgh B PET Imaging in Cardiac Amyloidosis

Lee, Seung-Pyo, Lee, Eun Seong, Choi, Hongyoon, Im, Hyung-Jun, Koh, Youngil, Lee, Min-Ho, Kwon, Ji-Hyun, Paeng, Jin Chul, Kim, Hyung-Kwan, Cheon, Gi Jeong, Kim, Yong-Jin, Kim, Inho, Yoon, Sung-Soo, Se

Journal:

Journal of the American College of Cardiology: Cardiovascular Imaging

Year:

2015

Language:

english

File:

PDF, 793 KB

english, 2015

17

18F-Fluorodeoxyglucose and 11C-methionine positron emission tomography in relation to methyl-guanine methyltransferase promoter methylation in high-grade gliomas

Choi, Hongyoon, Bang, Ji-In, Cheon, Gi Jeong, Kim, Yong Hwy, Park, Chul-Kee, Park, Sung-Hye, Kang, Keon Wook, Chung, June-Key, Kim, Euishin E., Lee, Dong Soo

Journal:

Nuclear Medicine Communications

Year:

2015

Language:

english

File:

PDF, 431 KB

english, 2015

18

Correlation of 11C-methionine PET and diffusion-weighted MRI

Choi, Hongyoon, Paeng, Jin Chul, Cheon, Gi Jeong, Park, Chul-Kee, Choi, Seung Hong, Min, Hye Sook, Kang, Keon Wook, Chung, June-Key, Kim, Euishin Edmund, Lee, Dong Soo

Journal:

Nuclear Medicine Communications

Year:

2014

Language:

english

File:

PDF, 560 KB

english, 2014

19

18F-FDG PET/CT in Anti-LGI1 Encephalitis

Park, Sohyun, Choi, Hongyoon, Cheon, Gi Jeong, Wook Kang, Keon, Lee, Dong Soo

Journal:

Clinical Nuclear Medicine

Year:

2015

Language:

english

File:

PDF, 1.21 MB

english, 2015

20

Voxel-based dual-time 18F-FDG parametric imaging for rectal cancer

Choi, Hongyoon, Yoon, Hai-jeon, Kim, Tae Sung, Oh, Jae Hwan, Kim, Dae Yong, Kim, Seok-ki

Journal:

Nuclear Medicine Communications

Year:

2013

Language:

english

File:

PDF, 638 KB

english, 2013

21

Illuminating the physiology of extracellular vesicles

Choi, Hongyoon, Lee, Dong Soo

Journal:

Stem Cell Research & Therapy

Year:

2016

Language:

english

File:

PDF, 2.00 MB

english, 2016

22

Increased 18F-FDG uptake in the trapezius muscle in patients with spinal accessory neuropathy

Lee, Seung Hak, Seo, Han Gil, Oh, Byung-Mo, Choi, Hongyoon, Cheon, Gi Jeong, Lee, Shi-Uk

Journal:

Journal of the Neurological Sciences

Year:

2016

Language:

english

File:

PDF, 505 KB

english, 2016

23

Gray matter correlates of dopaminergic degeneration in Parkinson's disease: A hybrid PET/MR study using 18 F-FP-CIT

Choi, Hongyoon, Cheon, Gi Jeong, Kim, Han-Joon, Choi, Seung Hong, Kim, Yong-Il, Kang, Keon Wook, Chung, June-Key, Kim, E. Edmund, Lee, Dong Soo

Journal:

Human Brain Mapping

Year:

2016

Language:

english

File:

PDF, 1.87 MB

english, 2016

24

Fast and robust segmentation of the striatum using deep convolutional neural networks

Choi, Hongyoon, Jin, Kyong Hwan

Journal:

Journal of Neuroscience Methods

Year:

2016

Language:

english

File:

PDF, 584 KB

english, 2016

25

Translational radionanomedicine: a clinical perspective

Choi, Hongyoon, Lee, Yun-Sang, Hwang, Do Won, Lee, Dong Soo

Journal:

European Journal of Nanomedicine

Year:

2016

Language:

english

File:

PDF, 549 KB

english, 2016

26

Disrupted brain metabolic connectivity in a 6-OHDA-induced mouse model of Parkinson’s disease examined using persistent homology-based analysis

Im, Hyung-Jun, Hahm, Jarang, Kang, Hyejin, Choi, Hongyoon, Lee, Hyekyoung, Hwang, Do Won, Kim, E. Edmund, Chung, June-Key, Lee, Dong Soo

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 1.17 MB

english, 2016

27

Tumor metabolic features identified by FDG PET correlates with gene networks of immune cell microenvironment in head and neck cancer

Na, Kwon Joong, Choi, Hongyoon

Journal:

Journal of Nuclear Medicine

Year:

2017

Language:

english

File:

PDF, 1.34 MB

english, 2017

28

Imaging of Myocardial Ischemia–Reperfusion Injury Using Sodium [ 18 F]Fluoride Positron Emission Tomography/Computed Tomography in Rats and Humans

Choi, Hongyoon, Han, Jeong Hee, Lim, Sue Yeon, Lee, Inki, Cho, Young-Seok, Chun, Eun Ju, Lee, Won Woo

Journal:

Molecular Imaging

Year:

2017

Language:

english

File:

PDF, 611 KB

english, 2017

29

Refining diagnosis of Parkinson's disease with deep learning-based interpretation of dopamine transporter imaging

Choi, Hongyoon, Ha, Seunggyun, Im, Hyung Jun, Paek, Sun Ha, Lee, Dong Soo

Journal:

NeuroImage: Clinical

Year:

2017

Language:

english

File:

PDF, 970 KB

english, 2017

30

Generation of structural MR images from amyloid PET: Application to MR-less quantification

Choi, Hongyoon, Lee, Dong Soo

Journal:

Journal of Nuclear Medicine

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

31

Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging

Choi, Hongyoon, Jin, Kyong Hwan

Journal:

Behavioural Brain Research

Year:

2018

Language:

english

File:

PDF, 460 KB

english, 2018

32

Immune landscape of papillary thyroid cancer and immunotherapeutic implications

Na, Kwon Joong, Choi, Hongyoon

Journal:

Endocrine Related Cancer

Year:

2018

Language:

english

File:

PDF, 1011 KB

english, 2018

33

A Risk Stratification Model for Lung Cancer Based on Gene Coexpression Network and Deep Learning

Choi, Hongyoon, Na, Kwon Joong

Journal:

BioMed Research International

Year:

2018

Language:

english

File:

PDF, 3.12 MB

english, 2018

34

Maturation of metabolic connectivity of the adolescent rat brain

Choi, Hongyoon, Choi, Yoori, Kim, Kyu Wan, Kang, Hyejin, Hwang, Do Won, Kim, E Edmund, Chung, June-Key, Lee, Dong Soo

Journal:

Year:

2015

Language:

english

File:

PDF, 1.18 MB

english, 2015

35

[IEEE 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Washington, DC (2018.4.4-2018.4.7)] 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Abnormal hole detection in brain connectivity by kernel density of persistence diagram and Hodge Laplacian

Lee, Hyekyoung, Chung, Moo K., Kang, Hyejin, Choi, Hongyoon, Kim, Yu Kyeong, Lee, Dong Soo

Year:

2018

Language:

english

File:

PDF, 301 KB

english, 2018

36

Integrative analysis of imaging and transcriptomic data of the immune landscape associated with tumor metabolism in lung adenocarcinoma: Clinical and prognostic implications

Choi, Hongyoon, Na, Kwon Joong

Journal:

Year:

2018

Language:

english

File:

PDF, 870 KB

english, 2018

37

Application of Quantitative Indexes of FDG PET to Treatment Response Evaluation in Indolent Lymphoma

Kim, Hyun Joo, Lee, Reeree, Choi, Hongyoon, Paeng, Jin Chul, Cheon, Gi Jeong, Lee, Dong Soo, Chung, June-Key, Kang, Keon Wook

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2018

Language:

english

File:

PDF, 1.06 MB

english, 2018

38

Pan-cancer analysis of tumor metabolic landscape associated with genomic alterations

Choi, Hongyoon, Na, Kwon Joong

Journal:

Molecular Cancer

Year:

2018

Language:

english

File:

PDF, 2.41 MB

english, 2018

39

18F-FDG positron emission tomography as a novel diagnostic tool for peripheral nerve injury

Lee, Seung Hak, Seo, Han Gil, Oh, Byung-Mo, Choi, Hongyoon, Cheon, Gi Jeong, Lee, Shi-Uk

Journal:

Journal of Neuroscience Methods

Year:

2019

File:

PDF, 488 KB

2019

40

Radiomics in Oncological PET/CT: a Methodological Overview

Ha, Seunggyun, Choi, Hongyoon, Paeng, Jin Chul, Cheon, Gi Jeong

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2019

Language:

english

File:

PDF, 5.16 MB

english, 2019

41

Deep learning only by normal brain PET identify unheralded brain anomalies

Choi, Hongyoon, Ha, Seunggyun, Kang, Hyejin, Lee, Hyekyoung, Lee, Dong Soo

Journal:

Year:

2019

Language:

english

File:

PDF, 1.61 MB

english, 2019

42

Deep-Learning-Based Molecular Imaging Biomarkers: Toward Data-Driven Theranostics

Journal:

Progress in Medical Physics

Year:

2019

Language:

english

File:

PDF, 1.40 MB

english, 2019

43

Deep-Learning-Based Molecular Imaging Biomarkers: Toward Data-Driven Theranostics

Journal:

Progress in Medical Physics

Year:

2019

File:

PDF, 1.40 MB

2019

44

18 F‐FDG uptake in denervated muscles of patients with peripheral nerve injury

Choi, Ji Soo, Seo, Han Gil, Oh, Byung‐Mo, Choi, Hongyoon, Cheon, Gi Jeong, Lee, Shi‐Uk, Lee, Seung Hak

Journal:

Annals of Clinical and Translational Neurology

Year:

2019

Language:

english

File:

PDF, 813 KB

english, 2019

45

Effect of Sevoflurane Postconditioning on the Incidence of Symptomatic Cerebral Hyperperfusion after Revascularization Surgery in Adult Patients with Moyamoya Disease

Yoon, Hyun-Kyu, Oh, Hyongmin, Lee, Hyung-Chul, Cho, Won-Sang, Kim, Jeong Eun, Park, Jae Won, Choi, Hongyoon, Park, Hee-Pyoung

Journal:

World Neurosurgery

Year:

2019

Language:

english

File:

PDF, 1.18 MB

english, 2019

46

Effect of Sevoflurane Postconditioning on the Incidence of Symptomatic Cerebral Hyperperfusion after Revascularization Surgery in Adult Patients with Moyamoya Disease

Yoon, Hyun-Kyu, Oh, Hyongmin, Lee, Hyung-Chul, Cho, Won-Sang, Kim, Jeong Eun, Park, Jae Won, Choi, Hongyoon, Park, Hee-Pyoung

Journal:

World Neurosurgery

Year:

2019

File:

PDF, 1.18 MB

2019

47

Cognitive signature of brain FDG PET based on deep learning: domain transfer from Alzheimer’s disease to Parkinson’s disease

Choi, Hongyoon, Kim, Yu Kyeong, Yoon, Eun Jin, Lee, Jee-Young, Lee, Dong Soo

Journal:

European Journal of Nuclear Medicine and Molecular Imaging

Year:

2019

File:

PDF, 3.49 MB

2019

48

Spleen Scan for 68Ga-DOTATOC PET-Positive Pancreatic Tail Lesion: Differential Diagnosis of Neuroendocrine Tumor from Accessory Spleen

Ryoo, Hyun Gee, Choi, Hongyoon, Cheon, Gi Jeong

Journal:

Nuclear Medicine and Molecular Imaging

Year:

2019

File:

PDF, 1.80 MB

2019

49

Comprehensive gene expression analysis for exploring the association between glucose metabolism and differentiation of thyroid cancer

Suh, Hoon Young, Choi, Hongyoon, Paeng, Jin Chul, Cheon, Gi Jeong, Chung, June-Key, Kang, Keon Wook

Journal:

Year:

2019

File:

PDF, 2.18 MB

2019

50

Deep learning-based interpretation of basal/acetazolamide brain perfusion SPECT leveraging unstructured reading reports

Ryoo, Hyun Gee, Choi, Hongyoon, Lee, Dong Soo

Journal:

European Journal of Nuclear Medicine and Molecular Imaging

Year:

2020

File:

PDF, 3.88 MB

2020