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Original Articles

A new acute leukaemia-automated classification system

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Pages 303-314 | Received 19 Oct 2015, Accepted 06 Sep 2016, Published online: 07 Dec 2016

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Articles from other publishers (22)

Arjun Abhishek, Sagar Deep Deb, Rajib Kumar Jha, Ruchi Sinha & Kamlesh Jha. (2023) Classification of Leukemia using Fine Tuned VGG16. Classification of Leukemia using Fine Tuned VGG16.
Dharani M. K., Niha Kamal Basha & Christo Ananth. 2023. Stochastic Processes and Their Applications in Artificial Intelligence. Stochastic Processes and Their Applications in Artificial Intelligence 93 120 .
Arjun Abhishek, Rajib Kumar Jha, Ruchi Sinha & Kamlesh Jha. (2023) Automated detection and classification of leukemia on a subject-independent test dataset using deep transfer learning supported by Grad-CAM visualization. Biomedical Signal Processing and Control 83, pages 104722.
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Sanam Ansari, Ahmad Navin, Amin Babazadeh Sangar, Jalil Vaez Gharamaleki & Sebelan Danishvar. (2023) Acute Leukemia Diagnosis Based on Images of Lymphocytes and Monocytes Using Type-II Fuzzy Deep Network. Electronics 12:5, pages 1116.
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Sanam Ansari, Ahmad Navin, Amin Sangar, Jalil Gharamaleki & Sebelan Danishvar. (2023) A Customized Efficient Deep Learning Model for the Diagnosis of Acute Leukemia Cells Based on Lymphocyte and Monocyte Images. Electronics 12:2, pages 322.
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Qurat Ul Ain, Shahzad Akbar, Syed Ale Hassan & Zunaira Naaqvi. (2022) Diagnosis of Leukemia Disease through Deep Learning using Microscopic Images. Diagnosis of Leukemia Disease through Deep Learning using Microscopic Images.
Amit Negi, Jyoti Rawat, Chirag Gupta, Swapnil Joshi & Mansi Pathak. (2022) Ensemble CAD System for Acute Lymphoblastic Leukaemia Classification. Ensemble CAD System for Acute Lymphoblastic Leukaemia Classification.
Mohammad Zolfaghari & Hedieh Sajedi. (2022) A survey on automated detection and classification of acute leukemia and WBCs in microscopic blood cells. Multimedia Tools and Applications 81:5, pages 6723-6753.
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Maryam Bukhari, Sadaf Yasmin, Saima Sammad & Ahmed A. Abd El-Latif. (2022) A Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Samples Using Squeeze and Excitation Learning. Mathematical Problems in Engineering 2022, pages 1-18.
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G. Sriram, T. R. Ganesh Babu, R. Praveena & J. V. Anand. (2022) Classification of Leukemia and Leukemoid Using VGG-16 Convolutional Neural Network Architecture. Molecular & Cellular Biomechanics 19:1, pages 29-40.
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Tahmina Akter Sumi, Mohammad Shahadat Hossain & Karl Andersson. 2022. Proceedings of Trends in Electronics and Health Informatics. Proceedings of Trends in Electronics and Health Informatics 363 376 .
Yifan Qiao, Yi Zhang, Nian Liu, Pu Chen & Yan Liu. (2021) An End-to-End Pipeline for Early Diagnosis of Acute Promyelocytic Leukemia Based on a Compact CNN Model. Diagnostics 11:7, pages 1237.
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Maneela Shaheen, Rafiullah Khan, R. R. Biswal, Mohib Ullah, Atif Khan, M. Irfan Uddin, Mahdi Zareei & Abdul Waheed. (2021) Acute Myeloid Leukemia (AML) Detection Using AlexNet Model. Complexity 2021, pages 1-8.
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Muhammad Omer Aftab, Mazhar Javed Awan, Shahid Khalid, Rabia Javed & Hassan Shabir. (2021) Executing Spark BigDL for Leukemia Detection from Microscopic Images using Transfer Learning. Executing Spark BigDL for Leukemia Detection from Microscopic Images using Transfer Learning.
Siraj Khan, Muhammad Sajjad, Tanveer Hussain, Amin Ullah & Ali Shariq Imran. (2021) A Review on Traditional Machine Learning and Deep Learning Models for WBCs Classification in Blood Smear Images. IEEE Access 9, pages 10657-10673.
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Pradeep Kumar Das, Ayush Pradhan & Sukadev Meher. 2021. Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication. Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication 425 437 .
Amer Fazryl Din & Aimi Salihah Abdul Nasir. 2021. Proceedings of the 11th National Technical Seminar on Unmanned System Technology 2019. Proceedings of the 11th National Technical Seminar on Unmanned System Technology 2019 981 996 .
Nighat Bibi, Misba Sikandar, Ikram Ud Din, Ahmad Almogren & Sikandar Ali. (2020) IoMT-Based Automated Detection and Classification of Leukemia Using Deep Learning. Journal of Healthcare Engineering 2020, pages 1-12.
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Guang Li, Mohammad Reza Mahmoudi, Sultan Noman Qasem, Bui Anh Tuan & Kim-Hung Pho. (2020) Cluster ensemble of valid small clusters. Journal of Intelligent & Fuzzy Systems 39:1, pages 525-542.
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Huan Niu, Nasim Khozouie, Hamid Parvin, Hamid Alinejad-Rokny, Amin Beheshti & Mohammad Reza Mahmoudi. (2020) An Ensemble of Locally Reliable Cluster Solutions. Applied Sciences 10:5, pages 1891.
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Sunita Chand & V. P. Vishwakarma. (2019) Leukemia Diagnosis using Computational Intelligence. Leukemia Diagnosis using Computational Intelligence.
Luis Henrique Silva Vogado, Rodrigo De Melo Souza Veras, Alan Ribeiro Andrade, Flavio Henrique Duarte De Araujo, Romuere Rodrigues Veloso e Silva & Kelson Romulo Teixeira Aires. (2017) Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks. Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks.

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