Shona Pedersen

12 papers Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel deep learning approach with feature injection technique for automated gait detection in parkinson's disease using multi-modal data. Int. J. Data Sci. Anal. Faizul Rakib Sayem, Mosabber Uddin Ahmed, Hanan Khalil, Shona Pedersen, Mohamed Sultan Bin Mohamed Ali, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2026	J	`jnl`	Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation. IEEE Access Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan
2026	J	`jnl`	Sepsis mortality prediction using machine learning and deep learning - a systematic review. BMC Medical Informatics Decis. Mak. Mohannad Natheef AbuHaweeleh, Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury, Shona Pedersen
2025	J	`jnl`	Decoding silent speech: a machine learning perspective on data, methods, and frameworks. Neural Comput. Appl. Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Mohannad Natheef AbuHaweeleh, Sara Mohsen, Diala Bushnaq, Malek Chabbouh, Raghad Aljindi, Shona Pedersen, Muhammad E. H. Chowdhury
2024	J	`jnl`	A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN. Expert Syst. Appl. 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
2024	J	`jnl`	Cognitive Load Estimation Using a Hybrid Cluster-Based Unsupervised Machine Learning Technique. IEEE Access Iqbal Hassan, Monica Zolezzi, Hanan Khalil, Rafif Mahmood Al Saady, Shona Pedersen, Muhammad E. H. Chowdhury
2024	J	`jnl`	Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation. CoRR Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan
2024	J	`jnl`	Innovative Deep Learning Architecture for the Classification of Lung and Colon Cancer From Histopathology Images. Appl. Comput. Intell. Soft Comput. Menatalla Said, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Semir Vranic, Rafif Mahmood Al Saady, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury, Shona Pedersen
2023	J	`jnl`	A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN. CoRR 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
2023	J	`jnl`	Fetal ECG extraction from maternal ECG using deeply supervised LinkNet++ model. Eng. Appl. Artif. Intell. Arafat Rahman, Sakib Mahmud, Muhammad E. H. Chowdhury, Huseyin Cagatay Yalcin, Amith Khandakar, Onur Mutlu, Zaid Bin Mahbub, Reema Youssef Kamal, Shona Pedersen
2023	J	`jnl`	NDDNet: a deep learning model for predicting neurodegenerative diseases from gait pattern. Appl. Intell. 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
2009	—	`conf`	Clinical and Statistical Evaluation of 1st Automatic: A Pilot Study. MIE Anne Thilde Andersen, Nikolaj Børty Nielsen, Michael Trudslev, Behamin Bakhshaie, Shona Pedersen, Ole K. Hejlesen