Muhammad Dawood

41 papers Journal 26Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Approach to Linking Histology Images with DNA Methylation.
CoRR
Manahil Raza, Muhammad Dawood, Talha Qaiser, Nasir M. Rajpoot
2025 J jnl
HistoKernel: Whole slide image level Maximum Mean Discrepancy kernels for pan-cancer predictive modelling.
Medical Image Anal.
Piotr Keller, Muhammad Dawood, Brinder Singh Chohan, Fayyaz ul Amir Afsar Minhas
2025 — conf
Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical Endpoints.
MICCAI (11)
Muhammad Dawood, Emily Thomas, Rosalin Cooper, Carlo Pescia, Anna Sozanska, Hosuk Ryou, Daniel Royston, Jens Rittscher
2024 — conf
A Novel Approach to Linking Histology Images with DNA Methylation.
ECCV Workshops (16)
Manahil Raza, Muhammad Dawood, Talha Qaiser, Nasir M. Rajpoot
2024 — conf
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer.
ISBI
Adam J. Shephard, Mostafa Jahanifar, Ruoyu Wang, Muhammad Dawood, Simon Graham, Kastytis Sidlauskas, Syed Ali Khurram, Nasir M. Rajpoot, Shan E Ahmed Raza
2024 J jnl
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling.
CoRR
Piotr Keller, Muhammad Dawood, Brinder Singh Chohan, Fayyaz ul Amir Afsar Minhas
2024 J jnl
Intelligent model for the detection and classification of encrypted network traffic in cloud infrastructure.
PeerJ Comput. Sci.
Muhammad Dawood, Chunagbai Xiao, Shanshan Tu, Faiz Abdullah Alotaibi, Mrim M. Alnfiai, Muhammad Farhan
2024 J jnl
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts.
Medical Image Anal.
Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir M. Rajpoot
2024 J jnl
The Impact of Domain Name Server (DNS) over Hypertext Transfer Protocol Secure (HTTPS) on Cyber Security: Limitations, Challenges, and Detection Techniques.
Comput. Mater. Continua
Muhammad Dawood, Shanshan Tu, Chuangbai Xiao, Muhammad Haris, Hisham Alasmary, Muhammad Waqas, Sadaqat ur Rehman
2023 — conf
A Transductive Approach to Survival Ranking for Cancer Risk Stratification.
MLCB
Ethar Alzaid, Muhammad Dawood, Fayyaz Minhas
2023 J jnl
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer.
CoRR
Adam J. Shephard, Mostafa Jahanifar, Ruoyu Wang, Muhammad Dawood, Simon Graham, Kastytis Sidlauskas, Syed Ali Khurram, Nasir M. Rajpoot, Shan E Ahmed Raza
2023 J jnl
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting.
CoRR
Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert, Uwe Schmidt, Wenhua Zhang, Jun Zhang, Sen Yang, Jinxi Xiang, Xiyue Wang, Josef Lorenz Rumberger, Elias Baumann, Peter Hirsch, Lihao Liu, Chenyang Hong, Angelica I. Avilés-Rivero, Ayushi Jain, Heeyoung Ahn, Yiyu Hong, Hussam Azzuni, Min Xu, Mohammad Yaqub, Marie-Claire Blache, Benoît Piégu, Bertrand Vernay, Tim Scherr, Moritz Böhland, Katharina Löffler, Jiachen Li, Weiqin Ying, Chixin Wang, Dagmar Kainmueller, Carola-Bibiane Schönlieb, Shuolin Liu, Dhairya Talsania, Yughender Meda, Prakash Mishra, Muhammad Ridzuan, Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut, Banban Huang, Hsiang-Chin Chien, Ching-Ping Wang, Chia-Yen Lee, Hong-Kun Lin, Zaiyi Liu, Xipeng Pan, Chu Han, Jijun Cheng, Muhammad Dawood, Srijay Deshpande, Raja Muhammad Saad Bashir, Adam Shephard, Pedro Costa, João D. Nunes, Aurélio Campilho, Jaime S. Cardoso, Hrishikesh P. S, Densen Puthussery, Devika R. G, Jiji C V, Ye Zhang, Zijie Fang, Zhifan Lin, Yongbing Zhang, Chunhui Lin, Liukun Zhang, Lijian Mao, Min Wu, Thi Tuong Vi Vo, Soo-Hyung Kim, Taebum Lee, Satoshi Kondo, Satoshi Kasai, Pranay Dumbhare, Vedant Phuse, Yash Dubey, Ankush Jamthikar, Trinh Thi Le Vuong, Jin Tae Kwak, Dorsa Ziaei, Hyun Jung, Tianyi Miao, David R. J. Snead, Shan-E-Ahmed Raza, Fayyaz Minhas, Nasir M. Rajpoot
2023 J jnl
Cyberattacks and Security of Cloud Computing: A Complete Guideline.
Symmetry
Muhammad Dawood, Shanshan Tu, Chuangbai Xiao, Hisham Alasmary, Muhammad Waqas, Sadaqat ur Rehman
2023 — conf
Do Tissue Source Sites Leave Identifiable Signatures in Whole Slide Images Beyond Staining?
TML4H
Piotr Keller, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2023 — conf
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images.
ISBI
Piotr Keller, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2023 J jnl
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images.
CoRR
Piotr Keller, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2023 J jnl
Multipath Detection and Mitigation of Random Noise Signals Propagated through Naturally Lossy Dispersive Media for Radar Applications.
Sensors
Ana Vázquez Alejos, Muhammad Dawood
2022 J jnl
Cellular Segmentation and Composition in Routine Histology Images using Deep Learning.
CoRR
Muhammad Dawood, Raja Muhammad Saad Bashir, Srijay Deshpande, Manahil Raza, Adam J. Shephard
2022 — conf
Neural Graph Modelling of Whole Slide Images for Survival Ranking.
LoG
Callum Christopher Mackenzie, Muhammad Dawood, Simon Graham, Mark Eastwood, Fayyaz ul Amir Afsar Minhas
2022 J jnl
Secure Distributed Mobile Volunteer Computing with Android.
ACM Trans. Internet Techn.
Iram Bibi, Adnan Akhunzada, Jahanzaib Malik, Muhammad Khurram Khan, Muhammad Dawood
2022 J jnl
Security & Privacy in Software Defined Networks, Issues, Challenges and Cost of Developed Solutions: A Systematic Literature Review.
Int. J. Wirel. Inf. Networks
Naveed Ahmed, Kamalrulnizam Abu Bakar, Fatima Tul Zuhra, Tanzila Kehkashan, Muhammad Akram Mujahid, Muhammad Siraj Rathore, Muhammad Dawood, Babangida Isyaku
2022 J jnl
SlideGraph+: Whole slide image level graphs to predict HER2 status in breast cancer.
Medical Image Anal.
Wenqi Lu, Michael Toss, Muhammad Dawood, Emad Rakha, Nasir M. Rajpoot, Fayyaz A. Minhas
2022 J jnl
SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts.
CoRR
Srijay Deshpande, Muhammad Dawood, Fayyaz A. Minhas, Nasir M. Rajpoot
2022 J jnl
TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge.
CoRR
Adam J. Shephard, Mostafa Jahanifar, Ruoyu Wang, Muhammad Dawood, Simon Graham, Kastytis Sidlauskas, Syed Ali Khurram, Nasir M. Rajpoot, Shan E Ahmed Raza
2021 — conf
A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and Regression.
ICANN (3)
Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2021 — conf
ALBRT: Cellular Composition Prediction in Routine Histology Images.
ICCVW
Muhammad Dawood, Kim Branson, Nasir M. Rajpoot, Fayyaz ul Amir Afsar Minhas
2021 — conf
All You Need is Color: Image Based Spatial Gene Expression Prediction Using Neural Stain Learning.
PKDD/ECML Workshops (2)
Muhammad Dawood, Kim Branson, Nasir M. Rajpoot, Fayyaz ul Amir Afsar Minhas
2021 J jnl
All You Need is Color: Image based Spatial Gene Expression Prediction using Neural Stain Learning.
CoRR
Muhammad Dawood, Kim Branson, Nasir M. Rajpoot, Fayyaz ul Amir Afsar Minhas
2020 J jnl
Deep-PHURIE: deep learning based hurricane intensity estimation from infrared satellite imagery.
Neural Comput. Appl.
Muhammad Dawood, Amina Asif, Fayyaz ul Amir Afsar Minhas
2020 J jnl
PHURIE: hurricane intensity estimation from infrared satellite imagery using machine learning.
Neural Comput. Appl.
Amina Asif, Muhammad Dawood, Bismillah Jan, Javaid Khurshid, Mark DeMaria, Fayyaz ul Amir Afsar Minhas
2019 — conf
A Survey of Geocast Routing Protocols in Opportunistic Networks.
IRICT
Aliyu M. Abali, Norafida Bte Ithnin, Tekenate Amah Ebibio, Muhammad Dawood, Wadzani A. Gadzama
2019 — conf
Movement Pattern Extraction Method in OppNet Geocast Routing.
IRICT
Aliyu M. Abali, Norafida Bte Ithnin, Muhammad Dawood, Tekenate Amah Ebibio, Wadzani A. Gadzama, Fuad A. Ghaleb
2018 J jnl
A generalized meta-loss function for distillation and learning using privileged information for classification and regression.
CoRR
Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2018 J jnl
Detection of Brillouin Precursors at Microwave Frequencies Through a Rectangular Waveguide Filled With Wet Soil.
IEEE Geosci. Remote. Sens. Lett.
Muhammad Dawood, Kaixing Li
2016 — conf
Assay of Multipath TCP for Session Continuity in Distributed Mobility Management.
INC
Muhammad Dawood, Woldemar F. Fuhrmann, Bogdan V. Ghita
2014 — conf
Assay of White Space Technology Standards for Vehicular Cognitive Access.
INC
Muhammad Dawood, Woldemar F. Fuhrmann, Bogdan V. Ghita
2013 J jnl
Superresolution Doppler Estimation using UWB Random Noise Signals and MUSIC.
IEEE Trans. Aerosp. Electron. Syst.
Muhammad Dawood, Nafish Quraishi, Ana Vázquez Alejos
2012 J jnl
Empirical Pseudo-Optimal Waveform Design for Dispersive Propagation Through Loamy Soil.
IEEE Geosci. Remote. Sens. Lett.
Ana Vázquez Alejos, Muhammad Dawood, Habeeb Ur Rahman Mohammed
2012 J jnl
Experimental Detection and Characterization of Brillouin Precursor Through Loamy Soil at Microwave Frequencies.
IEEE Trans. Geosci. Remote. Sens.
Habeeb Ur Rahman Mohammed, Muhammad Dawood, Ana Vázquez Alejos
2011 J jnl
Analysis of Brillouin Precursor Propagation Through Foliage for Digital Sequences of Pulses.
IEEE Geosci. Remote. Sens. Lett.
Ana Vázquez Alejos, Muhammad Dawood, Habeeb Ur Rahman Mohammed
2010 — conf
Analysis of parasitic effects of small-outline packages for high-frequency integrated circuits.
ICECS
Chen Zhai, Muhammad Dawood