Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach

Abhishek Midya; Jayasree Chakraborty; Rami Srouji; Raja R. Narayan; Thomas Boerner; Jian Zheng; Linda M. Pak; John M. Creasy; Luz A. Escobar; Kate A. Harrington; Mithat Gonen; Michael I. D'Angelica; T. Peter Kingham; Richard K.G. Do; William R. Jarnagin; Amber L. Simpson

doi:10.1109/JBHI.2023.3248489

Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach

Abhishek Midya
, Jayasree Chakraborty
, Rami Srouji
, Raja R. Narayan
, Thomas Boerner
, Jian Zheng
, Linda M. Pak
, John M. Creasy
, Luz A. Escobar
, Kate A. Harrington
, Mithat Gonen
, Michael I. D'Angelica
, T. Peter Kingham
, Richard K.G. Do
, William R. Jarnagin
, Amber L. Simpson

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	2456-2464
Number of pages	9
Journal	IEEE Journal of Biomedical and Health Informatics
Volume	27
Issue number	5
DOIs	https://doi.org/10.1109/JBHI.2023.3248489
State	Published - May 1 2023
Externally published	Yes

ASJC Scopus Subject Areas

Computer Science Applications
Health Informatics
Electrical and Electronic Engineering
Health Information Management

Keywords

computed tomography
computer-aided diagnosis
deep learning
Inception v3
Liver tumor

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10.1109/JBHI.2023.3248489

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Midya, A., Chakraborty, J., Srouji, R., Narayan, R. R., Boerner, T., Zheng, J., Pak, L. M., Creasy, J. M., Escobar, L. A., Harrington, K. A., Gonen, M., D'Angelica, M. I., Kingham, T. P., Do, R. K. G., Jarnagin, W. R., & Simpson, A. L. (2023). Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach. IEEE Journal of Biomedical and Health Informatics, 27(5), 2456-2464. https://doi.org/10.1109/JBHI.2023.3248489

Midya, A, Chakraborty, J, Srouji, R, Narayan, RR, Boerner, T, Zheng, J, Pak, LM, Creasy, JM, Escobar, LA, Harrington, KA, Gonen, M, D'Angelica, MI, Kingham, TP, Do, RKG, Jarnagin, WR & Simpson, AL 2023, 'Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach', IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 5, pp. 2456-2464. https://doi.org/10.1109/JBHI.2023.3248489

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title = "Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach",

keywords = "computed tomography, computer-aided diagnosis, deep learning, Inception v3, Liver tumor",

author = "Abhishek Midya and Jayasree Chakraborty and Rami Srouji and Narayan, \{Raja R.\} and Thomas Boerner and Jian Zheng and Pak, \{Linda M.\} and Creasy, \{John M.\} and Escobar, \{Luz A.\} and Harrington, \{Kate A.\} and Mithat Gonen and D'Angelica, \{Michael I.\} and Kingham, \{T. Peter\} and Do, \{Richard K.G.\} and Jarnagin, \{William R.\} and Simpson, \{Amber L.\}",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2023",

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doi = "10.1109/JBHI.2023.3248489",

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AU - Chakraborty, Jayasree

AU - Srouji, Rami

AU - Narayan, Raja R.

AU - Boerner, Thomas

AU - Zheng, Jian

AU - Pak, Linda M.

AU - Creasy, John M.

AU - Escobar, Luz A.

AU - Harrington, Kate A.

AU - Gonen, Mithat

AU - D'Angelica, Michael I.

AU - Kingham, T. Peter

AU - Do, Richard K.G.

AU - Jarnagin, William R.

AU - Simpson, Amber L.

PY - 2023/5/1

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KW - computed tomography

KW - computer-aided diagnosis

KW - deep learning

KW - Inception v3

KW - Liver tumor

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JF - IEEE Journal of Biomedical and Health Informatics

IS - 5

ER -

Computerized Diagnosis of Liver Tumors From CT Scans Using a Deep Neural Network Approach

ASJC Scopus Subject Areas

Keywords

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