Shona Pedersen

According to our database, Shona Pedersen authored at least 10 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Sepsis mortality prediction using machine learning and deep learning - a systematic review.

Mohannad Natheef AbuHaweeleh, Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury, Shona Pedersen

BMC Medical Informatics Decis. Mak., December, 2026

A novel deep learning approach with feature injection technique for automated gait detection in parkinson's disease using multi-modal data.

Faizul Rakib Sayem, Mosabber Uddin Ahmed, Hanan Khalil, Shona Pedersen, Mohamed Sultan Bin Mohamed Ali, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury

Int. J. Data Sci. Anal., December, 2026

Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation.

Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan

IEEE Access, 2026

2025

Decoding silent speech: a machine learning perspective on data, methods, and frameworks.

Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Mohannad Natheef AbuHaweeleh, Sara Mohsen, Diala Bushnaq, Malek Chabbouh, Raghad Aljindi, Shona Pedersen, Muhammad E. H. Chowdhury

Neural Comput. Appl., April, 2025

2024

A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN.

Promit Basak, A. H. M. Nazmus Sakib, Muhammad E. H. Chowdhury, Nasser Al-Emadi, Huseyin Cagatay Yalcin, Shona Pedersen, Sakib Mahmud, Serkan Kiranyaz, Somaya Al-Máadeed

Expert Syst. Appl., January, 2024

Innovative Deep Learning Architecture for the Classification of Lung and Colon Cancer From Histopathology Images.

Menatalla Said, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Semir Vranic, Rafif Mahmood Al Saady, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury, Shona Pedersen

Appl. Comput. Intell. Soft Comput., 2024

Cognitive Load Estimation Using a Hybrid Cluster-Based Unsupervised Machine Learning Technique.

Iqbal Hassan, Monica Zolezzi, Hanan Khalil, Rafif Mahmood Al Saady, Shona Pedersen, Muhammad E. H. Chowdhury

IEEE Access, 2024

2023

NDDNet: a deep learning model for predicting neurodegenerative diseases from gait pattern.

Md. Ahasan Atick Faisal, Muhammad Enamul Hoque Chowdhury, Zaid Bin Mahbub, Shona Pedersen, Mosabber Uddin Ahmed, Amith Khandakar, Mohammed Alhatou, Mohammad Nabil, Iffat Ara, Enamul Hoque Bhuiyan, Sakib Mahmud, Mohammed AbdulMoniem

Appl. Intell., September, 2023

Fetal ECG extraction from maternal ECG using deeply supervised LinkNet++ model.

Arafat Rahman, Sakib Mahmud, Muhammad E. H. Chowdhury, Huseyin Cagatay Yalcin, Amith Khandakar, Onur Mutlu, Zaid Bin Mahbub, Reema Youssef Kamal, Shona Pedersen

Eng. Appl. Artif. Intell., 2023

2009

Clinical and Statistical Evaluation of 1st Automatic: A Pilot Study.

Anne Thilde Andersen, Nikolaj Børty Nielsen, Michael Trudslev, Behamin Bakhshaie, Shona Pedersen, Ole K. Hejlesen

Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009