Abdullah-Al-Zubaer Imran

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Semi-Supervised Multi-Task Learning With Chest X-Ray Images

Demetri Terzopoulos, Abdullah-Al-Zubaer Imran, Demetri Terzopoulos, 2019, MLMI@MICCAI.

From Fully-Supervised, Single-Task to Scarcely-Supervised, Multi-Task Deep Learning for Medical Image Analysis

Abdullah-Al-Zubaer Imran, A. Imran, 2020 .

Validation of Cooper's ligament thickness in software breast phantoms

Predrag R. Bakic, David D. Pokrajac, Abdullah-Al-Zubaer Imran, 2017, Medical Imaging.

Optimization of the simulation parameters for improving realism in anthropomorphic breast phantoms

Andrew D. A. Maidment, Predrag R. Bakic, David D. Pokrajac, 2017, Medical Imaging.

Partly Supervised Multi-Task Learning pdf

Demetri Terzopoulos, Chao Huang, Hui Tang, 2020, 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA).

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images pdf

Demetri Terzopoulos, Abdullah-Al-Zubaer Imran, Adam Wang, 2020, ArXiv.

Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract)

Demetri Terzopoulos, Chao Huang, Hui Tang, 2020, AAAI.

Analysis of Scoliosis From Spinal X-Ray Images pdf

Chao Huang, Hui Tang, Wei Fan, 2020, ArXiv.

Spatial distribution of adipose compartments size, shape and orientation in a CT breast image of a mastectomy specimen

Predrag R. Bakic, David D. Pokrajac, Abdullah-Al-Zubaer Imran, 2015, 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB).

Characterization of adipose compartments in mastectomy CT images

Predrag R. Bakic, David D. Pokrajac, Abdullah-Al-Zubaer Imran, 2018, Medical Imaging.

Progressive Adversarial Semantic Segmentation pdf

Demetri Terzopoulos, Abdullah-Al-Zubaer Imran, Demetri Terzopoulos, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

Multi-Adversarial Variational Autoencoder Nets for Simultaneous Image Generation and Classification

Demetri Terzopoulos, Abdullah-Al-Zubaer Imran, Demetri Terzopoulos, 2020, Advances in Intelligent Systems and Computing.

Monte Carlo testing and verification of numerical algorithm implementations

Predrag R. Bakic, David D. Pokrajac, Abdullah-Al-Zubaer Imran, 2015, 2015 12th International Conference on Telecommunication in Modern Satellite, Cable and Broadcasting Services (TELSIKS).

Estimation of adipose compartment volumes in CT images of a mastectomy specimen

Andrew D. A. Maidment, Predrag R. Bakic, David D. Pokrajac, 2016, SPIE Medical Imaging.

Fast and automatic segmentation of pulmonary lobes from chest CT using a progressive dense V-network

Nima Tajbakhsh, Demetri Terzopoulos, Xiaowei Ding, 2019, Comput. methods Biomech. Biomed. Eng. Imaging Vis..

Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network

Nima Tajbakhsh, Demetri Terzopoulos, Xiaowei Ding, 2018, DLMIA/ML-CDS@MICCAI.

Multi-adversarial Variational Autoencoder Networks

Demetri Terzopoulos, Abdullah-Al-Zubaer Imran, Demetri Terzopoulos, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images pdf

Demetri Terzopoulos, Chao Huang, Hui Tang, 2020, ArXiv.

Ssiqa: Multi-Task Learning For Non-Reference Ct Image Quality Assessment With Self-Supervised Noise Level Prediction

Debashish Pal, Abdullah-Al-Zubaer Imran, Adam Wang, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Window-Level is a Strong Denoising Surrogate

Abdullah-Al-Zubaer Imran, Ayaan Haque, Adam S. Wang, 2021, MLMI@MICCAI.

Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data pdf

Abdullah-Al-Zubaer Imran, Demetri Terzopoulos, Ayaan Haque, 2021, Machine Learning for Biomedical Imaging.

Personalized CT Organ Dose Estimation from Scout Images

Debashish Pal, Abdullah-Al-Zubaer Imran, Adam Wang, 2021, MICCAI.

Multimix: Sparingly-Supervised, Extreme Multitask Learning from Medical Images

Demetri Terzopoulos, Abdullah-Al-Zubaer Imran, Ayaan Haque, 2020, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).