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AI Program for Trypanosomiasis Detection and Classification

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Træningsproces CiRA CORE Platform og objektdetekteringsmodelevaluering for at identificere og klassificere protozoernes trypanosomarter

JoVE Journal
Bioengenharia

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JoVE Journal Bioengenharia

Training Process CiRA CORE Platform and Object Detection Model Evaluation to Identify and Classify the Protozoan Trypanosome Species

Træningsproces CiRA CORE Platform og objektdetekteringsmodelevaluering for at identificere og klassificere protozoernes trypanosomarter

AI Program for Trypanosomiasis Detection and Classification

DOI:

10.3791/200871-v

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04:00 min

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October 27, 2023

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Veerayuth Kittichai, Morakot Kaewthamasorn, Suchansa Thanee, Thanyathep Sasisaowapak, Kaung Myat Naing, Rangsan Jomtarak, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang

¹Faculty of Medicine,King Mongkut’s Institute of Technology Ladkrabang, ²Veterinary Parasitology Research Unit, Faculty of Veterinary Science,Chulalongkorn University, ³College of Advanced Manufacturing Innovation,King Mongkut’s Institute of Technology Ladkrabang, ⁴Faculty of Science and Technology,Suan Dusit University, ⁵Department of Electrical Engineering, School of Engineering,King Mongkut’s Institute of Technology Ladkrabang

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Training Process CiRA CORE Platform Object Detection Model Trypanosome Species Data Labeling Data Augmentation Model Training Model Evaluation Precision-recall Curve

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