Summary
I have done my specialization in Signal and Image Processing. My research areas include Machine Learning and Bio-Medical Imaging.
Academic Background
MS
(Signal And Image Processing) UET Taxila
September 02, 2013 - February 01, 2016
Honours and Awards
Gold Medal
Awarded by Chancellor of University of Engineering and Technology Taxila for best academic performance in BSc in Computer Engineering
December 12, 2012
Publications
Proliferative Diabetic Retinopathy Diagnosis Using Varying-Scales Filter Banks and Double-Layered Thresholding
June 30, 2023
Noor ul Huda, Anum Abdul Salam , Norah Saleh Alghamdi, Jahan Zeb, Muhammad Usman Akram,
Diagnostics - Volume 13, Issue 13, Article Number 2231
A Deep Learning Based Approach for Grading of Diabetic Retinopathy Using Large Fundus Image Dataset
December 01, 2022
Ayesha Mehboob, Muhammad Usman Akram , Norah Saleh Alghamdi, Anum Abdul Salam ,
Diagnostics - Volume 12, Issue 12, Article Number 3084
RIDB: A Dataset of fundus images for retina based person identification
December 01, 2020
Muhammad Usman Akram, Anum Abdul Salam , Sajid Gul Khwaja, Gul Hassan Naqvi, Shoab Ahmed Khan,
Data in Brief - Volume 33, Article Number 106433
Optic Disc Localization using Local Vessel Based Features and Support Vector Machine
December 01, 2016
Anum Abdul Salam, Muhammad Usman Akram,
Journal of Network and Innovative Computing - Volume 4, Pages 046-054
Automated Detection of Glaucoma using Structural and Non Structural Features
September 09, 2016
Anum Abdul Salam, Tehmina Khalil, M. Usman Akram, Amina Jameel, Imran Basit,
SpringerPlus - Volume: 5 Article Number: 1519
Improved automated detection of glaucoma from fundus image using hybrid features
December 23, 2015
Anum Abdul Salam, Muhammad Usman Akram, Shfaat A. Bazaz, Syed Muhammad Anwar, Kamran Wazir, Imran Basit,
Al-Shifa Journal of Opthalmology - Vol.11(2), Pages 103-115
Conferences
Dilated Convolution and Residual Network based Convolutional Neural Network for Recognition of Disastrous Events
November 14, 2022 - November 15, 2022
Dania Shafique, Muhammad Usman Akram , Taimur Hassan, Tahira Anwar, Anum Abdul Salam,
2022 IEEE International Symposium on Robotic and Sensors Environments (ROSE)
An enhanced agile-V model for system engineering in complex medical device development
May 24, 2022 - May 26, 2022
Aliya Ashraf, Muhammad Usman Akram, Anum Abdul Salam , Wasi Haider Butt,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Image Popularity Prediction Over Time For the Span Of 30 Days Using Machine learning Techniques
May 24, 2022 - May 26, 2022
Amna Shahid, Muhammad Usman Akram, Anum Abdul Salam , Jahan Zeb,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Deep Framework for Predicting COVID-19 and Related Lung diseases using CXR Images
May 24, 2022 - May 26, 2022
Wajeeha Fareed, Muhammad Usman Akram, Anum Abdul Salam , Maria Alam,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Automatic Detection and classification of Correct placement of tubes on chest X-rays using deep learning with EfficientNet
May 24, 2022 - May 26, 2022
Moneeb Abbas, Anum Abdul Salam , Jahan Zeb,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
A Survey On Prevalent Approaches To Predict The Popularity Of Social Content
May 24, 2022 - May 26, 2022
Amna Shahid, Muhammad Usman Akram, Anum Abdul Salam , Jahan Zeb,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Osteo-Doc: Kl-Grading of Osteoarthritis using Deep-Learning
May 24, 2022 - June 26, 2022
Haider Masood, Eisha Hassan, Anum Abdul Salam, Muwahida Liaquat,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Automatic Detection and classification of Scoliosis from Spine X-rays using Transfer Learning
May 24, 2022 - May 26, 2022
Arslan Ameen, Moneeb Abbas, Anum Abdul Salam ,
2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
VGG-UNET for Brain Tumor Segmentation and Ensemble Model for Survival Prediction
October 26, 2021 - October 27, 2021
Ali Nawaz, Muhammad Usman Akram, Amad Rizwan Ali, Attique Ur Rehman, Anum Abdul Salam , Jahan Zeb,
International Conference on Robotics and Artificial Intelligence (ICRAI)
Cassava Leaf Disease Classification using Deep Neural Networks
October 11, 2021 - October 13, 2021
Alina Maryum, Muhammad Usman Akram, Anum Abdul Salam ,
IEEE 18th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET)
Automated Inner Limiting Membrane Segmentation in OCT Retinal Images for Glaucoma Detection
July 10, 2018 - July 12, 2018
Aneeqa Ramzan, Muhammad Usman Akram, Javeria Ramzan, Qurat-ul-Ain Mubarak, Anum Abdul Salam, Ubaid Ullah Yasin,
Science and Information Conference 2018
Automated Inner Limiting Membrane Segmentation in OCT Retinal Images for Glaucoma Detection
July 10, 2018 - July 12, 2018
Aneeqa Ramzan, Muhammad Usman Akram, Javeria Ramzan, Qurat-ul-Ain Mubarak, Anum Abdul Salam, Ubaid Ullah Yasin,
Science and Information Conference 2018
Benchmark Data Set For Glaucoma Detection With Annotated Cup To Disc Ratio
May 16, 2017 - May 18, 2017
Anum Abdul Salam, M.Usman Akram, Haroon Javed, Amna Arouj, Imran Basit, Tariq Shaqur, Sheeraz, Kamran Wazir,
2017 International Conference on Signals and Systems (ICSigSys)
Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images.
March 08, 2017 - March 09, 2017
Muhammad Adeel Asim, Muhammad Usman Akram, Anum Abdul Salam,
Communication, Computing and Digital Systems (C-CODE)
Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images
March 08, 2017 - March 09, 2017
Muhammad Adeel Asim, Muhammad Usman Akram, Anum Abdul Salam,
2017 International Conference on Communication, Computing and Digital Systems (C-CODE)
Autonomous Glaucoma detection from fundus image using cup to disc ratio and hybrid features
December 07, 2015 - December 10, 2015
Anum Abdul Salam, Muhammad Usman Akram, Kamran Wazir, Syed Muhammad Anwar, Muhammad Majid,
2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)
Optic Disc Localization using Local Vessel Based Features and Support Vector Machine
November 02, 2015 - November 04, 2015
Anum Abdul Salam, Muhammad Usman Akram, Sarmad Abbas, Syed M. Anwar,
2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE)
A Review Analysis on Early Glaucoma Detection using Structural Features
September 16, 2015 - September 18, 2015
Anum Abdul Salam, M. Usman Akram, Kamran Wazir, Syed Muhammad Anwar,
2015 IEEE International Conference on Imaging Systems and Techniques (IST)
Importance of vendor and manufacturer relationship for effective lean practices.
December 01, 2013 - December 02, 2013
Muhammad Rafid Mahmood, Usama Bin Perwez, Aamer Ahmed Baqai, Anum Abdul Salam ,
IEEE 3rd International Design Management Symposium