Search Results - "Win, Khin Yadanar"

Deep Learning for Optic Disc Segmentation and Glaucoma Diagnosis on Retinal Images by Sreng, Syna, Maneerat, Noppadol, Hamamoto, Kazuhiko, Win, Khin Yadanar

“…Glaucoma is a major global cause of blindness. As the symptoms of glaucoma appear, when the disease reaches an advanced stage, proper screening of glaucoma in…”
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Ensemble Deep Learning for the Detection of COVID-19 in Unbalanced Chest X-ray Dataset by Win, Khin Yadanar, Maneerat, Noppadol, Sreng, Syna, Hamamoto, Kazuhiko

“…The ongoing COVID-19 pandemic has caused devastating effects on humanity worldwide. With practical advantages and wide accessibility, chest X-rays (CXRs) play…”
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Detection and Classification of Overlapping Cell Nuclei in Cytology Effusion Images Using a Double-Strategy Random Forest by Win, Khin, Choomchuay, Somsak, Hamamoto, Kazuhiko, Raveesunthornkiat, Manasanan

“…Due to the close resemblance between overlapping and cancerous nuclei, the misinterpretation of overlapping nuclei can affect the final decision of cancer cell…”
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Computer Aided Diagnosis System for Detection of Cancer Cells on Cytological Pleural Effusion Images by Rangsirattanakul, Likit, Raveesunthornkiat, Manasanan, Hamamoto, K., Choomchuay, Somsak, Win, Khin Yadanar, Pongsawat, Suriya

“…Cytological screening plays a vital role in the diagnosis of cancer from the microscope slides of pleural effusion specimens. However, this manual screening…”
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Hybrid Learning of Hand-Crafted and Deep-Activated Features Using Particle Swarm Optimization and Optimized Support Vector Machine for Tuberculosis Screening by Win, Khin Yadanar, Maneerat, Noppadol, Hamamoto, Kazuhiko, Sreng, Syna

“…Tuberculosis (TB) is a leading infectious killer, especially for people with Human Immunodeficiency Virus (HIV) and Acquired Immunodeficiency Syndrome (AIDS)…”
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Comparative Study on Automated Cell Nuclei Segmentation Methods for Cytology Pleural Effusion Images by Raveesunthornkiat, Manasanan, Hamamoto, K., Choomchuay, Somsak, Win, Khin Yadanar

“…Automated cell nuclei segmentation is the most crucial step toward the implementation of a computer-aided diagnosis system for cancer cells. Studies on the…”
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Automated segmentation of cell nuclei in cytology pleural fluid images using OTSU thresholding by Win, Khin Yadanar, Choomchuay, Somsak

“…The automated segmentation of cell nuclei is critical for diagnosis and classification of cancers in pleural fluid. This task is very essential since the…”
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Automated detection of exudates using histogram analysis for Digital Retinal Images by Win, Khin Yadanar, Choomchuay, Somsak

“…Diabetic retinopathy is one of the serious vision-threating diabetes complications which can even lead to blindness if not diagnosed and cured at the early…”
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K mean clustering based automated segmentation of overlapping cell nuclei in pleural effusion cytology images by Win, Khin Yadanar, Choomchuay, Somsak, Hamamoto, Kazuhiko

“…Automated segmentation of cell nuclei is crucial for the early diagnosis of cancer as the characteristics of the cell nuclei are mainly associated with the…”
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Brain tumor detection based on Naïve Bayes Classification by Zaw, Hein Tun, Maneerat, Noppadol, Win, Khin Yadanar

“…Brain cancer is caused by the population of abnormal cells called glial cells that takes place in the brain. Over the years, the number of patients who have…”
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Artificial neural network based nuclei segmentation on cytology pleural effusion images by Win, Khin Yadanar, Choomchuay, Somsak, Hamamoto, Kazuhiko, Raveesunthornkiat, Manasanan

“…Automated segmentation of cell nuclei is the crucial step towards computer-aided diagnosis system because the morphological features of the cell nuclei are…”
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Suitable Supervised Machine Learning Techniques For Malignant Mesothelioma Diagnosis by Win, Khin Yadanar, Maneerat, Noppadol, Choomchuay, Somsak, Sreng, Syna, HAMAMOTO, Kazuhiko

“…Malignant Mesothelioma (MM) is a rare, aggressive cancer that grows in the lining of the internal organs such as lung, abdomen or heart. Fousing on MM…”
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Classification of Cotton Wool Spots Using Principal Components Analysis and Support Vector Machine by Sreng, Syna, Maneerat, Noppadol, Win, Khin Yadanar, Hamamoto, Kazuhiko, Panjaphongse, Ronakorn

“…Diabetic retinopathy is a complication of the eye damage and can lead to being blindness if it is late for treatment. Microaneurysms, exudates, hemorrhages and…”
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