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Skin strata delineation in reflectance confocal microscopy images using recurrent convolutional networks with attention

Scientific reports, 2021-06, Vol.11 (1), p.12576-12576, Article 12576

2021

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Semantic segmentation of reflectance confocal microscopy mosaics of pigmented lesions using weak labels

Scientific reports, 2021-02, Vol.11 (1), p.3679-3679, Article 3679

2021

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Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis

JAMA ophthalmology, 2016-06, Vol.134 (6), p.651

2016

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Utilizing Machine Learning for Image Quality Assessment for Reflectance Confocal Microscopy

Journal of investigative dermatology, 2020-06, Vol.140 (6), p.1214-1222

2020

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Artificial Intelligence Helps Pathologists Increase Diagnostic Accuracy and Efficiency in the Detection of Breast Cancer Lymph Node Metastases

The American journal of surgical pathology, 2024-07, Vol.48 (7), p.846-854

2024

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Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net)

Medical image analysis, 2021-01, Vol.67, p.101841-101841, Article 101841

2021

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Deep Representation Learning for Complex Medical Images

Bozkurt, Alican

2020

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Abstract PD11-02: Subtyping invasive carcinomas and high-risk lesions for machine learning based breast pathology

Cancer research (Chicago, Ill.), 2022-02, Vol.82 (4_Supplement), p.PD11-02-PD11-02

2022

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Abstract PD6-03: Clinical-grade detection of breast cancer in biopsies and excisions using machine learning

Cancer research (Chicago, Ill.), 2021-02, Vol.81 (4_Supplement), p.PD6-03-PD6-03

2021

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Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis

Translational vision science & technology, 2015-11, Vol.4 (6), p.5-5

2015

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Classifying fonts and calligraphy styles using complex wavelet transform

Signal, image and video processing, 2015-12, Vol.9 (Suppl 1), p.225-234

2015

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Multi-scale directional-filtering-based method for follicular lymphoma grading

Signal, image and video processing, 2014-12, Vol.8 (Suppl 1), p.63-70

2014

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A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.292-299

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Erratum to: Multi-scale directional-filtering-based method for follicular lymphoma grading

Signal, image and video processing, 2014-12, Vol.8 (Suppl 1), p.71-71

2014

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Comparison of Multi-Scale Directional Feature Extraction Methods for Image Processing

Bozkurt, Alican

2013

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Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks

2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017, p.777-785

2017

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L1 norm based multiplication-free cosine similarity measures for big data analysis

2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM), 2014, p.1-5

2014

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Multiplication-free Neural Networks

2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015, p.2416-2418

2015

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Deconvolution using projections onto the epigraph set of a convex cost function

2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014, p.1638-1641

2014

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Approximate computation of DFT without performing any multiplications: Application to radar signal processing

2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014, p.850-853

2014

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Egg Yolk-Free Vegan Mayonnaise Preparation from Pickering Emulsion Stabilized by Gum Nanoparticles with or without Loading Olive Pomace Extracts

ACS omega, 2022-08, Vol.7 (30), p.26316-26327

2022

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Encapsulation of Olive Pomace Extract in Rocket Seed Gum and Chia Seed Gum Nanoparticles: Characterization, Antioxidant Activity and Oxidative Stability

Foods, 2021-07, Vol.10 (8), p.1735

2021

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Rocket seed (Eruca sativa Mill) gum: physicochemical and comprehensive rheological characterization

Ciência e tecnologia de alimentos, 2022-01, Vol.42

2022

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Rocket seed (Eruca sativa Mill) gum: physicochemical and comprehensive rheological characterization

Ciência e tecnologia de alimentos, 2022, Vol.42

2022

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Skin strata delineation in reflectance confocal microscopy images using recurrent convolutional networks with attention

Semantic segmentation of reflectance confocal microscopy mosaics of pigmented lesions using weak labels

Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis

Utilizing Machine Learning for Image Quality Assessment for Reflectance Confocal Microscopy

Artificial Intelligence Helps Pathologists Increase Diagnostic Accuracy and Efficiency in the Detection of Breast Cancer Lymph Node Metastases

Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net)

Deep Representation Learning for Complex Medical Images

Abstract PD11-02: Subtyping invasive carcinomas and high-risk lesions for machine learning based breast pathology

A foundation model for clinical-grade computational pathology and rare cancers detection

Abstract PD6-03: Clinical-grade detection of breast cancer in biopsies and excisions using machine learning

Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis

Classifying fonts and calligraphy styles using complex wavelet transform

Multi-scale directional-filtering-based method for follicular lymphoma grading

A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin

Erratum to: Multi-scale directional-filtering-based method for follicular lymphoma grading

Comparison of Multi-Scale Directional Feature Extraction Methods for Image Processing

Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks

L1 norm based multiplication-free cosine similarity measures for big data analysis

Multiplication-free Neural Networks

Deconvolution using projections onto the epigraph set of a convex cost function

Approximate computation of DFT without performing any multiplications: Application to radar signal processing

Egg Yolk-Free Vegan Mayonnaise Preparation from Pickering Emulsion Stabilized by Gum Nanoparticles with or without Loading Olive Pomace Extracts

Encapsulation of Olive Pomace Extract in Rocket Seed Gum and Chia Seed Gum Nanoparticles: Characterization, Antioxidant Activity and Oxidative Stability

Rocket seed (Eruca sativa Mill) gum: physicochemical and comprehensive rheological characterization

Rocket seed (Eruca sativa Mill) gum: physicochemical and comprehensive rheological characterization

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