Muhammad Dawood

Orcid: 0000-0001-5358-9478

According to our database1, Muhammad Dawood authored at least 32 papers between 2010 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts.
Medical Image Anal., January, 2024

Intelligent model for the detection and classification of encrypted network traffic in cloud infrastructure.
PeerJ Comput. Sci., 2024

HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling.
CoRR, 2024

An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Multipath Detection and Mitigation of Random Noise Signals Propagated through Naturally Lossy Dispersive Media for Radar Applications.
Sensors, December, 2023

Cyberattacks and Security of Cloud Computing: A Complete Guideline.
Symmetry, November, 2023

CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting.
CoRR, 2023

Do Tissue Source Sites Leave Identifiable Signatures in Whole Slide Images Beyond Staining?
Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

A Transductive Approach to Survival Ranking for Cancer Risk Stratification.
Proceedings of the Machine Learning in Computational Biology, November 30, 2023

Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Secure Distributed Mobile Volunteer Computing with Android.
ACM Trans. Internet Techn., 2022

SlideGraph+: Whole slide image level graphs to predict HER2 status in breast cancer.
Medical Image Anal., 2022

Security & Privacy in Software Defined Networks, Issues, Challenges and Cost of Developed Solutions: A Systematic Literature Review.
Int. J. Wirel. Inf. Networks, 2022

TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge.
CoRR, 2022

Cellular Segmentation and Composition in Routine Histology Images using Deep Learning.
CoRR, 2022

Neural Graph Modelling of Whole Slide Images for Survival Ranking.
Proceedings of the Learning on Graphs Conference, 2022

2021
All You Need is Color: Image Based Spatial Gene Expression Prediction Using Neural Stain Learning.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

ALBRT: Cellular Composition Prediction in Routine Histology Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and Regression.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
Deep-PHURIE: deep learning based hurricane intensity estimation from infrared satellite imagery.
Neural Comput. Appl., 2020

PHURIE: hurricane intensity estimation from infrared satellite imagery using machine learning.
Neural Comput. Appl., 2020

2019
A Survey of Geocast Routing Protocols in Opportunistic Networks.
Proceedings of the Emerging Trends in Intelligent Computing and Informatics, 2019

Movement Pattern Extraction Method in OppNet Geocast Routing.
Proceedings of the Emerging Trends in Intelligent Computing and Informatics, 2019

2018
Detection of Brillouin Precursors at Microwave Frequencies Through a Rectangular Waveguide Filled With Wet Soil.
IEEE Geosci. Remote. Sens. Lett., 2018

A generalized meta-loss function for distillation and learning using privileged information for classification and regression.
CoRR, 2018

2016
Assay of Multipath TCP for Session Continuity in Distributed Mobility Management.
Proceedings of the Eleventh International Network Conference, 2016

2014
Assay of White Space Technology Standards for Vehicular Cognitive Access.
Proceedings of the Tenth International Network Conference, 2014

2013
Superresolution Doppler Estimation using UWB Random Noise Signals and MUSIC.
IEEE Trans. Aerosp. Electron. Syst., 2013

2012
Experimental Detection and Characterization of Brillouin Precursor Through Loamy Soil at Microwave Frequencies.
IEEE Trans. Geosci. Remote. Sens., 2012

Empirical Pseudo-Optimal Waveform Design for Dispersive Propagation Through Loamy Soil.
IEEE Geosci. Remote. Sens. Lett., 2012

2011
Analysis of Brillouin Precursor Propagation Through Foliage for Digital Sequences of Pulses.
IEEE Geosci. Remote. Sens. Lett., 2011

2010
Analysis of parasitic effects of small-outline packages for high-frequency integrated circuits.
Proceedings of the 17th IEEE International Conference on Electronics, 2010


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