Search Results - "Sarhan, Mhd Hasan"

Disentangled Autoencoder for Cross-Stain Feature Extraction in Pathology Image Analysis by Hecht, Helge, Sarhan, Mhd Hasan, Popovici, Vlad

“…A novel deep autoencoder architecture is proposed for the analysis of histopathology images. Its purpose is to produce a disentangled latent representation in…”
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Machine Learning Techniques for Ophthalmic Data Processing: A Review by Sarhan, Mhd Hasan, Nasseri, M. Ali, Zapp, Daniel, Maier, Mathias, Lohmann, Chris P., Navab, Nassir, Eslami, Abouzar

“…Machine learning and especially deep learning techniques are dominating medical image and data analysis. This article reviews machine learning approaches…”
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Fairness by Learning Orthogonal Disentangled Representations by Sarhan, Mhd Hasan, Navab, Nassir, Eslami, Abouzar, Albarqouni, Shadi

“…Learning discriminative powerful representations is a crucial step for machine learning systems. Introducing invariance against arbitrary nuisance or sensitive…”
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Learning Interpretable Disentangled Representations using Adversarial VAEs by Sarhan, Mhd Hasan, Eslami, Abouzar, Navab, Nassir, Albarqouni, Shadi

“…Learning Interpretable representation in medical applications is becoming essential for adopting data-driven models into clinical practice. It has been…”
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Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments by Kayhan, Mert, Köpüklü, Okan, Sarhan, Mhd Hasan, Yigitsoy, Mehmet, Eslami, Abouzar, Rigoll, Gerhard

“…For many practical problems and applications, it is not feasible to create a vast and accurately labeled dataset, which restricts the application of deep…”
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Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss by Sarhan, Mhd Hasan, Albarqouni, Shadi, Yigitsoy, Mehmet, Navab, Nassir, Eslami, Abouzar

“…Deep learning techniques are recently being used in fundus image analysis and diabetic retinopathy detection. Microaneurysms are an important indicator of…”
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Automatic generation and analysis of physics-based puzzle games by Shaker, Mohammad, Sarhan, Mhd Hasan, Al Naameh, Ola, Shaker, Noor, Togelius, Julian

“…In this paper we present a method for the automatic generation of content for the physics-based puzzle game Cut The Rope. An evolutionary game generator is…”
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