Muhaddisa Barat Ali

Showing 8 publications

2023

A novel federated deep learning scheme for glioma and its subtype classification

Muhaddisa Barat Ali, Irene Yu-Hua Gu, Mitchel S. Berger et al
Frontiers in Neuroscience. Vol. 17
Journal article
2022

Introduction to Deep Learning in Clinical Neuroscience

Eddie de Dios, Muhaddisa Barat Ali, Irene Yu-Hua Gu et al
Acta Neurochirurgica, Supplement. Vol. 134, p. 79-89
Book chapter
2022

Prediction of glioma‑subtypes: comparison of performance on a DL classifier using bounding box areas versus annotated tumors

Muhaddisa Barat Ali, Irene Yu-Hua Gu, Alice Lidemar et al
BioMedical Engineering Online. Vol. 4
Journal article
2022

A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas

Muhaddisa Barat Ali, Xiaohan Bai, Irene Yu-Hua Gu et al
Sensors. Vol. 22 (14)
Journal article
2020

Domain Mapping and Deep Learning from Multiple MRI Clinical Datasets for Prediction of Molecular Subtypes in Low Grade Gliomas

Muhaddisa Barat Ali, Irene Yu-Hua Gu, MS Berger et al
Brain Sciences. Vol. 10 (7), p. 1-20
Journal article
2019

Multi-stream Convolutional Autoencoder and 2D Generative Adversarial Network for Glioma Classification

Muhaddisa Barat Ali, Irene Yu-Hua Gu, Asgeir Store Jakola
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11678 LNCS, p. 234-245
Paper in proceeding

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