Muhammad Usman

Orcid: 0000-0002-7278-8488

Affiliations:
  • COMSATS University Islamabad (CUI), Pakistan


According to our database1, Muhammad Usman authored at least 14 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices.
IEEE J. Biomed. Health Informatics, July, 2024

Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation.
Internet Things, April, 2024

MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection.
Eng. Appl. Artif. Intell., 2024

2023
DEHA-Net: A Dual-Encoder-Based Hard Attention Network with an Adaptive ROI Mechanism for Lung Nodule Segmentation.
Sensors, February, 2023

Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation.
Sensors, February, 2023

LDMRes-Net: Enabling Real-Time Disease Monitoring through Efficient Image Segmentation.
CoRR, 2023

MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan.
CoRR, 2023

2022
Dual-Stage Deeply Supervised Attention-Based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans.
Sensors, 2022

MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection.
CoRR, 2022

2020
Leveraging Data Science to Combat COVID-19: A Comprehensive Review.
IEEE Trans. Artif. Intell., 2020

2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding.
CoRR, 2019

2018
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks.
CoRR, 2018

Abnormal Heartbeat Detection Using Recurrent Neural Networks.
CoRR, 2018

Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages.
Proceedings of the 2018 International Conference on Frontiers of Information Technology, 2018


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