Image analysis and machine learning for detecting malaria

بواسطة Mahdieh Poostchi, Kamolrat Silamut, Richard J. Maude, Stefan Jaeger, George Thoma
منشور في 2019

Diagnosing malaria patients with plasmodium falciparum and vivax using deep learning for thick smear images

بواسطة Yasmin M. Kassim, Feng Yang, Hang Yu, Richard J. Maude, Stefan Jaeger
منشور في 2022

Smartphone-Supported Malaria Diagnosis Based on Deep Learning

بواسطة Feng Yang, Hang Yu, Kamolrat Silamut, Richard J. Maude, Stefan Jaeger, Sameer Antani
منشور في 2020

Deep Learning-Based Cell Detection and Extraction in Thin Blood Smears for Malaria Diagnosis

بواسطة Deniz Kavzak Ufuktepe, Feng Yang, Yasmin M. Kassim, Hang Yu, Richard J. Maude, Kannappan Palaniappan, Stefan Jaeger
منشور في 2022

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

بواسطة Yasmin M. Kassim, Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi, Nila Palaniappan, Richard J. Maude, Sameer Antani, Stefan Jaeger
منشور في 2022

Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears

بواسطة Feng Yang, Mahdieh Poostchi, Hang Yu, Zhou Zhou, Kamolrat Silamut, Jian Yu, Richard J. Maude, Stefan Jaeger, Sameer Antani
منشور في 2020

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images

بواسطة Sivaramakrishnan Rajaraman, Sameer K. Antani, Mahdieh Poostchi, Kamolrat Silamut, Md A. Hossain, Richard J. Maude, Stefan Jaeger, George R. Thoma
منشور في 2019

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images

بواسطة Sivaramakrishnan Rajaraman, Kamolrat Silamut, Md A. Hossain, I. Ersoy, Richard J. Maude, Stefan Jaeger, George R. Thoma, Sameer K. Antani
منشور في 2019

Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears

بواسطة Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard J. Maude, Kamolrat Silamut, Md Amir Hossain, Sameer Antani, Stefan Jaeger, George Thoma
منشور في 2019

Malaria Screener: a smartphone application for automated malaria screening

بواسطة Hang Yu, Feng Yang, Sivaramakrishnan Rajaraman, Ilker Ersoy, Golnaz Moallem, Mahdieh Poostchi, Kannappan Palaniappan, Sameer Antani, Richard J. Maude, Stefan Jaeger
منشور في 2020

Detecting and segmenting white blood cells in microscopy images of thin blood smears

بواسطة Golnaz Moallem, Mahdieh Poostchi, Hang Yu, Kamolrat Silamut, Nila Palaniappan, Sameer Antani, Md Amir Hossain, Richard J. Maude, Stefan Jaeger, George Thoma
منشور في 2019

Malaria parasite detection and cell counting for human and mouse using thin blood smear microscopy

بواسطة Mahdieh Poostchi, Ilker Ersoy, Katie McMenamin, Emile Gordon, Nila Palaniappan, Susan Pierce, Richard J. Maud, Abhisheka Bansal, Prakash Srinivasan, Louis Miller, Kannappan Palaniappan, George Thoma, Stefan Jaeger
منشور في 2019

CNN-based image analysis for malaria diagnosis

بواسطة Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Antani Sameer, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George Thoma
منشور في 2018