Intracranial Hemorrhage Detection on CT Scan Images using Transfer Learning Approach of Convolutional Neural Network

Author:

Rahman Afridi Ibn1,Bhuiyan Subhi1,Reza Ziad Hasan1,Zaheen Jasarat1,Khan Tasin Al Nahian1,Karim Dewan Ziaul1

Affiliation:

1. Department of Computer Science and Engineering, BRAC University, Bangladesh

Publisher

ACM

Reference21 articles.

1. Mahmoud Al-Ayyoub , Duaa Alawad , Khaldun Al-Darabsah , and Inad Aljarrah . 2013. Automatic detection and classification of brain hemorrhages. WSEAS transactions on computers 12, 10 ( 2013 ), 395–405. Mahmoud Al-Ayyoub, Duaa Alawad, Khaldun Al-Darabsah, and Inad Aljarrah. 2013. Automatic detection and classification of brain hemorrhages. WSEAS transactions on computers 12, 10 (2013), 395–405.

2. CSS Anupama M Sivaram E Laxmi Lydia Deepak Gupta and K Shankar. 2020. Synergic deep learning model–based automated detection and classification of brain intracranial hemorrhage images in wearable networks. Personal and Ubiquitous Computing(2020) 1–10. CSS Anupama M Sivaram E Laxmi Lydia Deepak Gupta and K Shankar. 2020. Synergic deep learning model–based automated detection and classification of brain intracranial hemorrhage images in wearable networks. Personal and Ubiquitous Computing(2020) 1–10.

3. Mohammad  R Arbabshirani , Brandon  K Fornwalt , Gino  J Mongelluzzo , Jonathan  D Suever , Brandon  D Geise , Aalpen  A Patel , and Gregory  J Moore . 2018. Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration. NPJ digital medicine 1, 1 ( 2018 ), 1–7. Mohammad R Arbabshirani, Brandon K Fornwalt, Gino J Mongelluzzo, Jonathan D Suever, Brandon D Geise, Aalpen A Patel, and Gregory J Moore. 2018. Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration. NPJ digital medicine 1, 1 (2018), 1–7.

4. Amelia  K Boehme , Charles Esenwa , and Mitchell  SV Elkind . 2017. Stroke risk factors, genetics, and prevention. Circulation research 120, 3 ( 2017 ), 472–495. Amelia K Boehme, Charles Esenwa, and Mitchell SV Elkind. 2017. Stroke risk factors, genetics, and prevention. Circulation research 120, 3 (2017), 472–495.

5. J Alfredo Caceres and Joshua  N Goldstein . 2012. Intracranial hemorrhage. Emergency medicine clinics 30, 3 ( 2012 ), 771–794. J Alfredo Caceres and Joshua N Goldstein. 2012. Intracranial hemorrhage. Emergency medicine clinics 30, 3 (2012), 771–794.

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