Muhammad Usman - Concepedia

Author

Muhammad Usman

Also Known As

Dr. Muhammad Usman, Javed Rimsha, Muhammad Usman, Muhammad Usman Munir, Nadeem Khan, Omair Tahir, Razzak, Imran, Safee Ullah, Sajid Yasin, Tariq Jamil

Publications

1.3K

Citations

H-Index

Concepts

All Affiliations

Seoul National University University of Southern Queensland Kyonggi University Korea National University of Transportation COMSATS University Islamabad

About

Muhammad Usman is an author at Seoul National University specializing in deep learning, engineering, and medical image computing.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	545
2	Health Sciences	4	4	221
3	Medicine	3	3	184
4	Public Health	1	1	61
5	Biomedical Engineering	1	1	32

Muhammad Usman

Publications

979

Citations

H-Index

Page 1

	Year	Citations
Phonocardiographic Sensing Using Deep Learning for Abnormal Heartbeat Detection Siddique Latif, Muhammad Usman, Rajib Rana, IEEE Sensors Journal Artificial IntelligenceConvolutional Neural NetworkVarious RnnsMachine LearningEngineering	2018	161
Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation Zahid Ullah, Muhammad Usman, Moongu Jeon, Information Sciences Neuro-oncologyConvolutional Neural NetworkImage AnalysisEngineeringDeep Learning	2022	109
Volumetric lung nodule segmentation using adaptive ROI with multi-view residual learning Muhammad Usman, Byoung-Dai Lee, Shi-Sub Byon, Scientific Reports	2020	96
Retrospective Motion Correction in Multishot MRI using Generative Adversarial Network Muhammad Usman, Siddique Latif, Muhammad Asim, Scientific Reports	2020	80
Tuberculosis chest X-ray detection using CNN-based hybrid segmentation and classification approach Ahmed Iqbal, Muhammad Usman, Zohair Ahmed Biomedical Signal Processing and Control Convolutional Neural NetworkMedical Image SegmentationImage AnalysisEngineeringDeep Learning	2023	75
Densely attention mechanism based network for COVID-19 detection in chest X-rays Zahid Ullah, Muhammad Usman, Siddique Latif, Scientific Reports	2023	64
An efficient deep learning-based framework for tuberculosis detection using chest X-ray images Ahmed Iqbal, Muhammad Usman, Zohair Ahmed Tuberculosis Chest X-ray ImagesConvolutional Neural NetworkImage AnalysisMachine LearningMedical Imaging	2022	63
Patient characteristics associated with COVID-19 positivity and fatality in Nigeria: retrospective cohort study Kelly Elimian, Chinwe Lucia Ochu, Blessing Ebhodaghe, BMJ Open Virus EpidemiologyCovid-19 EpidemiologyLogistic AnalysisCovid-19Covid-19 Positivity	2020	61
MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images Zahid Ullah, Muhammad Usman, Jeonghwan Gwak Expert Systems with Applications Chest X-ray ImagesImage AnalysisMachine LearningDeep LearningMedical Imaging	2023	51
SSMD-UNet: semi-supervised multi-task decoders network for diabetic retinopathy segmentation Zahid Ullah, Muhammad Usman, Siddique Latif, Scientific Reports Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningDiabetic Retinopathy Segmentation	2023	40

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