Muhaddisa Barat Ali

Publications (8)
Projects (0)

Showing 8 publications

2023

Deep Learning Methods for Classification of Gliomas and Their Molecular Subtypes, From Central Learning to Federated Learning

Muhaddisa Barat Ali

Doctoral thesis

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

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

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

2021

Deep Learning Methods for Classification of Glioma and its Molecular Subtypes

Muhaddisa Barat Ali

Licentiate thesis

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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