Works by Do, Synho

Results: 21

Beyond Human Perception: Sexual Dimorphism in Hand and Wrist Radiographs Is Discernible by a Deep Learning Model.

Published in:

Journal of Digital Imaging, 2019, v. 32, n. 4, p. 665, doi. 10.1007/s10278-018-0148-x

By:

Yune, Sehyo;
Lee, Hyunkwang;
Kim, Myeongchan;
Tajmir, Shahein H.;
Gee, Michael S.;
Do, Synho

Publication type:

Article

A Deep-Learning System for Fully-Automated Peripherally Inserted Central Catheter (PICC) Tip Detection.

Published in:

Journal of Digital Imaging, 2018, v. 31, n. 4, p. 393, doi. 10.1007/s10278-017-0025-z

By:

Lee, Hyunkwang;
Mansouri, Mohammad;
Tajmir, Shahein;
Lev, Michael H.;
Do, Synho

Publication type:

Article

Fully Automated Deep Learning System for Bone Age Assessment.

Published in:

Journal of Digital Imaging, 2017, v. 30, n. 4, p. 427, doi. 10.1007/s10278-017-9955-8

By:

Lee, Hyunkwang;
Tajmir, Shahein;
Lee, Jenny;
Zissen, Maurice;
Yeshiwas, Bethel;
Alkasab, Tarik;
Choy, Garry;
Do, Synho

Publication type:

Article

Pixel-Level Deep Segmentation: Artificial Intelligence Quantifies Muscle on Computed Tomography for Body Morphometric Analysis.

Published in:

Journal of Digital Imaging, 2017, v. 30, n. 4, p. 487, doi. 10.1007/s10278-017-9988-z

By:

Lee, Hyunkwang;
Troschel, Fabian;
Tajmir, Shahein;
Fuchs, Georg;
Mario, Julia;
Fintelmann, Florian;
Do, Synho

Publication type:

Article

HKA-Net: clinically-adapted deep learning for automated measurement of hip-knee-ankle angle on lower limb radiography for knee osteoarthritis assessment.

Published in:

Journal of Orthopaedic Surgery & Research, 2024, v. 19, n. 1, p. 1, doi. 10.1186/s13018-024-05265-y

By:

Kim, Young-Tak;
Han, Beom-Su;
Kim, Jung Bin;
Sa, Jason K.;
Hong, Je Hyeong;
Son, Yunsik;
Han, Jae-Ho;
Do, Synho;
Chae, Ji Seon;
Bae, Jung-Kwon

Publication type:

Article

Dose reduction for chest CT: comparison of two iterative reconstruction techniques.

Published in:

2015

By:

Pourjabbar, Sarvenaz;
Singh, Sarabjeet;
Kulkarni, Naveen;
Muse, Victorine;
Digumarthy, Subba R;
Khawaja, Ranish Deedar Ali;
Padole, Atul;
Do, Synho;
Kalra, Mannudeep K

Publication type:

Journal Article

The effect of iterative image reconstruction algorithms on the feasibility of automated plaque assessment in coronary CT angiography.

Published in:

International Journal of Cardiovascular Imaging, 2013, v. 29, n. 8, p. 1879, doi. 10.1007/s10554-013-0281-z

By:

Puchner, Stefan B.;
Ferencik, Maros;
Karolyi, Mihaly;
Do, Synho;
Maurovich-Horvat, Pal;
Kauczor, Hans-Ulrich;
Hoffmann, Udo;
Schlett, Christopher L.

Publication type:

Article

How to assess non-calcified plaque in CT angiography: delineation methods affect diagnostic accuracy of low-attenuation plaque by CT for lipid-core plaque in histology.

Published in:

2013

By:

Schlett, Christopher L.;
Ferencik, Maros;
Celeng, Csilla;
Maurovich-Horvat, Pál;
Scheffel, Hans;
Stolzmann, Paul;
Do, Synho;
Kauczor, Hans-Ulrich;
Alkadhi, Hatem;
Bamberg, Fabian;
Hoffmann, Udo

Publication type:

Journal Article

How to assess non-calcified plaque in CT angiography: delineation methods affect diagnostic accuracy of low-attenuation plaque by CT for lipid-core plaque in histology.

Published in:

European Heart Journal - Cardiovascular Imaging, 2013, v. 14, n. 11, p. 1099, doi. 10.1093/ehjci/jet030

By:

Schlett, Christopher L.;
Ferencik, Maros;
Celeng, Csilla;
Maurovich-Horvat, Pál;
Scheffel, Hans;
Stolzmann, Paul;
Do, Synho;
Kauczor, Hans-Ulrich;
Alkadhi, Hatem;
Bamberg, Fabian;
Hoffmann, Udo

Publication type:

Article

Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-51779-5

By:

Lee, Hyunkwang;
Huang, Chao;
Yune, Sehyo;
Tajmir, Shahein H.;
Kim, Myeongchan;
Do, Synho

Publication type:

Article

Basics of Deep Learning: A Radiologist's Guide to Understanding Published Radiology Articles on Deep Learning.

Published in:

Korean Journal of Radiology, 2020, v. 21, n. 1, p. 33, doi. 10.3348/kjr.2019.0312

By:

Synho Do;
Kyoung Doo Song;
Joo Won Chung

Publication type:

Article

Artificial intelligence-assisted interpretation of bone age radiographs improves accuracy and decreases variability.

Published in:

Skeletal Radiology, 2019, v. 48, n. 2, p. 275, doi. 10.1007/s00256-018-3033-2

By:

Tajmir, Shahein H.;
Lee, Hyunkwang;
Shailam, Randheer;
Gale, Heather I.;
Nguyen, Jie C.;
Westra, Sjirk J.;
Lim, Ruth;
Yune, Sehyo;
Gee, Michael S.;
Do, Synho

Publication type:

Article

Artificial intelligence-assisted interpretation of bone age radiographs improves accuracy and decreases variability.

Published in:

2018

By:

Tajmir, Shahein H;
Lee, Hyunkwang;
Shailam, Randheer;
Gale, Heather I;
Nguyen, Jie C;
Westra, Sjirk J;
Lim, Ruth;
Yune, Sehyo;
Gee, Michael S;
Do, Synho

Publication type:

journal article

Quantifying the effect of slice thickness, intravenous contrast and tube current on muscle segmentation: Implications for body composition analysis.

Published in:

2018

By:

Fuchs, Georg;
Chretien, Yves R.;
Mario, Julia;
Do, Synho;
Eikermann, Matthias;
Liu, Bob;
Yang, Kai;
Fintelmann, Florian J.

Publication type:

journal article

Crystal analyser-based X-ray phase contrast imaging in the dark field: implementation and evaluation using excised tissue specimens.

Published in:

European Radiology, 2014, v. 24, n. 2, p. 423, doi. 10.1007/s00330-013-3021-9

By:

Ando, Masami;
Sunaguchi, Naoki;
Wu, Yanlin;
Do, Synho;
Sung, Yongjin;
Louissaint, Abner;
Yuasa, Tetsuya;
Ichihara, Shu;
Gupta, Rajiv

Publication type:

Article

Incorporating algorithmic uncertainty into a clinical machine deep learning algorithm for urgent head CTs.

Published in:

PLoS ONE, 2023, v. 18, n. 3, p. 1, doi. 10.1371/journal.pone.0281900

By:

Yoon, Byung C.;
Pomerantz, Stuart R.;
Mercaldo, Nathaniel D.;
Goyal, Swati;
L'Italien, Eric M.;
Lev, Michael H.;
Buch, Karen A.;
Buchbinder, Bradley R.;
Chen, John W.;
Conklin, John;
Gupta, Rajiv;
Hunter, George J.;
Kamalian, Shahmir C.;
Kelly, Hillary R.;
Rapalino, Otto;
Rincon, Sandra P.;
Romero, Javier M.;
He, Julian;
Schaefer, Pamela W.;
Do, Synho

Publication type:

Article

High Fidelity System Modeling for High Quality Image Reconstruction in Clinical CT.

Published in:

PLoS ONE, 2014, v. 9, n. 11, p. 1, doi. 10.1371/journal.pone.0111625

By:

Do, Synho;
Karl, William Clem;
Singh, Sarabjeet;
Kalra, Mannudeep;
Brady, Tom;
Shin, Ellie;
Pien, Homer

Publication type:

Article

Automated Quantification of Pneumothorax in CT.

Published in:

Computational & Mathematical Methods in Medicine, 2012, p. 1, doi. 10.1155/2012/736320

By:

Do, Synho;
Salvaggio, Kristen;
Gupta, Supriya;
Kalra, Mannudeep;
Ali, Nabeel U.;
Pien, Homer

Publication type:

Article

Author Correction: Prediction of oxygen requirement in patients with COVID-19 using a pre-trained chest radiograph xAI model: efficient development of auditable risk prediction models via a fine-tuning approach.

Published in:

2023

By:

Chung, Joowon;
Kim, Doyun;
Choi, Jongmun;
Yune, Sehyo;
Song, Kyoung Doo;
Kim, Seonkyoung;
Chua, Michelle;
Succi, Marc D.;
Conklin, John;
Longo, Maria G. Figueiro;
Ackman, Jeanne B.;
Petranovic, Milena;
Lev, Michael H.;
Do, Synho

Publication type:

Correction Notice

Prediction of oxygen requirement in patients with COVID-19 using a pre-trained chest radiograph xAI model: efficient development of auditable risk prediction models via a fine-tuning approach.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-24721-5

By:

Chung, Joowon;
Kim, Doyun;
Choi, Jongmun;
Yune, Sehyo;
Song, Kyungdoo;
Kim, Seonkyoung;
Chua, Michelle;
Succi, Marc D.;
Conklin, John;
Longo, Maria G. Figueiro;
Ackman, Jeanne B.;
Petranovic, Milena;
Lev, Michael H.;
Do, Synho

Publication type:

Article

Accurate auto-labeling of chest X-ray images based on quantitative similarity to an explainable AI model.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-29437-8

By:

Kim, Doyun;
Chung, Joowon;
Choi, Jongmun;
Succi, Marc D.;
Conklin, John;
Longo, Maria Gabriela Figueiro;
Ackman, Jeanne B.;
Little, Brent P.;
Petranovic, Milena;
Kalra, Mannudeep K.;
Lev, Michael H.;
Do, Synho

Publication type:

Article