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Rapid and label-free identification of individual bacterial pathogens exploiting three-dimensional quantitative phase imaging and deep learning
Geon Kim, Daewoong Ahn, Minhee Kang, YoungJu Jo, Donghun Ryu, Hyeonjung Kim, Jinyeop Song, Jea Sung Ryu, Gunho Choi, Hyun Jung Chung, Kyuseok Kim, Doo Ryeon Chung, In Young Yoo, Hee Jae Huh, Hyunseok Min, Nam Yong Lee, YongKeun Park
doi: https://doi.org/10.1101/596486
Geon Kim
1Department of Physics, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
2KAIST Institute for Health Science and Technology, KAIST, Daejeon 34141, Republic of Korea
Daewoong Ahn
3Tomocube Inc., Daejeon 34109, Republic of Korea
Minhee Kang
4Smart Healthcare & Device Research Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
YoungJu Jo
1Department of Physics, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
2KAIST Institute for Health Science and Technology, KAIST, Daejeon 34141, Republic of Korea
3Tomocube Inc., Daejeon 34109, Republic of Korea
11Department of Applied Physics, Stanford University, Stanford, CA 94305, United States
Donghun Ryu
1Department of Physics, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
2KAIST Institute for Health Science and Technology, KAIST, Daejeon 34141, Republic of Korea
Hyeonjung Kim
5The.Wave.Talk, Seoul 06720, Republic of Korea
Jinyeop Song
1Department of Physics, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
2KAIST Institute for Health Science and Technology, KAIST, Daejeon 34141, Republic of Korea
Jea Sung Ryu
6Graduate School of Nanoscience and Technology, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
Gunho Choi
3Tomocube Inc., Daejeon 34109, Republic of Korea
Hyun Jung Chung
6Graduate School of Nanoscience and Technology, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
7Department of Biological Science, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
Kyuseok Kim
8Department of Emergency Medicine, Seoul National University, Seoul 03080, Korea
Doo Ryeon Chung
9Division of Infectious Diseases, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
In Young Yoo
10Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
Hee Jae Huh
10Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
Hyunseok Min
3Tomocube Inc., Daejeon 34109, Republic of Korea
Nam Yong Lee
10Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
YongKeun Park
1Department of Physics, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
2KAIST Institute for Health Science and Technology, KAIST, Daejeon 34141, Republic of Korea
3Tomocube Inc., Daejeon 34109, Republic of Korea
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Posted April 03, 2019.
Rapid and label-free identification of individual bacterial pathogens exploiting three-dimensional quantitative phase imaging and deep learning
Geon Kim, Daewoong Ahn, Minhee Kang, YoungJu Jo, Donghun Ryu, Hyeonjung Kim, Jinyeop Song, Jea Sung Ryu, Gunho Choi, Hyun Jung Chung, Kyuseok Kim, Doo Ryeon Chung, In Young Yoo, Hee Jae Huh, Hyunseok Min, Nam Yong Lee, YongKeun Park
bioRxiv 596486; doi: https://doi.org/10.1101/596486
Rapid and label-free identification of individual bacterial pathogens exploiting three-dimensional quantitative phase imaging and deep learning
Geon Kim, Daewoong Ahn, Minhee Kang, YoungJu Jo, Donghun Ryu, Hyeonjung Kim, Jinyeop Song, Jea Sung Ryu, Gunho Choi, Hyun Jung Chung, Kyuseok Kim, Doo Ryeon Chung, In Young Yoo, Hee Jae Huh, Hyunseok Min, Nam Yong Lee, YongKeun Park
bioRxiv 596486; doi: https://doi.org/10.1101/596486
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