Abdullah-Al-Zubaer Imran | DeepAI

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Featured Co-authors

Chao Huang
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Wei Fan
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Demetri Terzopoulos
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Jin Chen
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Ali Hatamizadeh
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Hui Tang
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Sajal K. Das
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Nima Tajbakhsh
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Xiaowei Ding
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Zhen Qian
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Ayaan Haque
9 publications

∙ 05/04/2023

Forward-Forward Contrastive Learning

Medical image classification is one of the most important tasks for comp...

0 Md. Atik Ahamed, et al. ∙

∙ 04/11/2023

Semi-Supervised Relational Contrastive Learning

Disease diagnosis from medical images via supervised learning is usually...

0 Attiano Purpura-Pontoniere, et al. ∙

∙ 04/02/2022

Single Image Internal Distribution Measurement Using Non-Local Variational Autoencoder

Deep learning-based super-resolution methods have shown great promise, e...

8 Yeahia Sarker, et al. ∙

∙ 10/25/2021

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

Deep learning-based models, when trained in a fully-supervised manner, c...

20 Ayaan Haque, et al. ∙

∙ 05/15/2021

Window-Level is a Strong Denoising Surrogate

CT image quality is heavily reliant on radiation dose, which causes a tr...

0 Ayaan Haque, et al. ∙

∙ 10/28/2020

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images

Semi-supervised learning via learning from limited quantities of labeled...

12 Ayaan Haque, et al. ∙

∙ 05/28/2020

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

Scoliosis is a congenital disease that causes lateral curvature in the s...

9 Abdullah-Al-Zubaer Imran, et al. ∙

∙ 05/08/2020

Progressive Adversarial Semantic Segmentation

Medical image computing has advanced rapidly with the advent of deep lea...

9 Abdullah-Al-Zubaer Imran, et al. ∙

∙ 05/05/2020

Partly Supervised Multitask Learning

Semi-supervised learning has recently been attracting attention as an al...

6 Abdullah-Al-Zubaer Imran, et al. ∙

∙ 04/15/2020

Analysis of Scoliosis From Spinal X-Ray Images

Scoliosis is a congenital disease in which the spine is deformed from it...

7 Abdullah-Al-Zubaer Imran, et al. ∙

∙ 08/10/2019

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

Especially in the medical imaging domain when large labeled datasets are...

7 Abdullah-Al-Zubaer Imran, et al. ∙

∙ 06/14/2019

Multi-Adversarial Variational Autoencoder Networks

The unsupervised training of GANs and VAEs has enabled them to generate ...

4 Abdullah-Al-Zubaer Imran, et al. ∙

∙ 02/18/2019

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

Reliable and automatic segmentation of lung lobes is important for diagn...

20 Abdullah-Al-Zubaer Imran, et al. ∙

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