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Urban sound classification using neural networks on embedded FPGAs

The Journal of supercomputing, 2024, Vol.80 (9), p.13176-13186

2024

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A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models

Scientific data, 2023-10, Vol.10 (1), p.704-704, Article 704

2023

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Automatic Segmentation of Epidermis and Hair Follicles in Optical Coherence Tomography Images of Normal Skin by Convolutional Neural Networks

Frontiers in medicine, 2020-06, Vol.7, p.220-220

2020

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Labeling confidence for uncertainty-aware histology image classification

Computerized medical imaging and graphics, 2023-07, Vol.107, p.102231-102231, Article 102231

2023

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A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation

Neural computing & applications, 2022-07, Vol.34 (13), p.10243-10255

2022

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An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images

Artificial intelligence in medicine, 2021-11, Vol.121, p.102197-102197, Article 102197

2021

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Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks

Artificial intelligence in medicine, 2021-08, Vol.118, p.102132-102132, Article 102132

2021

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ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis

Computer methods and programs in biomedicine, 2023-10, Vol.240, p.107695-107695, Article 107695

2023

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Durable 3D murine ex vivo retina glaucoma models for optical coherence tomography

Biomedical optics express, 2023-09, Vol.14 (9), p.4421-4438

2023

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Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks

2020 IEEE International Conference on Image Processing (ICIP), 2020, p.2526-2530

2020

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Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset

Artificial intelligence in medicine, 2023-11, Vol.145, p.102686-102686, Article 102686

2023

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A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images

2022 IEEE International Conference on Image Processing (ICIP), 2022, p.2291-2295

2022

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Constrained multiple instance learning for ulcerative colitis prediction using histological images

Computer methods and programs in biomedicine, 2022-09, Vol.224, p.107012-107012, Article 107012

2022

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Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging

Sensors (Basel, Switzerland), 2021-12, Vol.21 (23), p.8027

2021

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Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks

Computer methods and programs in biomedicine, 2021-01, Vol.198, p.105788, Article 105788

2021

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Attention to Detail: Inter-Resolution Knowledge Distillation

2023 31st European Signal Processing Conference (EUSIPCO), 2023, p.985-989

2023

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Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN

2023 31st European Signal Processing Conference (EUSIPCO), 2023, p.1070-1074

2023

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Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis

Intelligent Data Engineering and Automated Learning – IDEAL 2022, p.64-72

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Artificial Intelligence Enabled Histological Prediction of Remission or Activity and Clinical Outcomes in Ulcerative Colitis

Gastroenterology (New York, N.Y. 1943), 2023-06, Vol.164 (7), p.1180-1188.e2

2023

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757 A NOVEL SWITCHING-MULTIMODAL ARTIFICIAL INTELLIGENCE TO SIMULTANEOUSLY CONVERT DIFFERENT ENDOSCOPIC ENHANCEMENT MODALITIES FOR ACCURATE ASSESSMENT OF INFLAMMATION AND HEALING IN ULCERATIVE COLITIS

Gastroenterology (New York, N.Y. 1943), 2024-05, Vol.166 (5), p.S-180-S-180

2024

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Tu2004 A NOVEL ACTIVE LEARNING-BASED DIGITAL PATHOLOGY PROTOCOL ANNOTATION FOR HISTOLOGIC ASSESSMENT IN ULCERATIVE COLITIS USING PICASSO HISTOLOGIC REMISSION INDEX (PHRI)

Gastroenterology (New York, N.Y. 1943), 2024-05, Vol.166 (5), p.S-1488-S-1488

2024

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A virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in ulcerative colitis

Endoscopy, 2023-04, Vol.55 (4), p.332-341

2023

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Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data

2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2022, p.1-5

2022

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Inflammation Detection Using Ensemble Endoscopic Multimodal Assessment in Inflammatory Bowel Disease

2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024, p.1-4

2024

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Urban sound classification using neural networks on embedded FPGAs

A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models

Automatic Segmentation of Epidermis and Hair Follicles in Optical Coherence Tomography Images of Normal Skin by Convolutional Neural Networks

Labeling confidence for uncertainty-aware histology image classification

PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence system

A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation

An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images

Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks

ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis

Durable 3D murine ex vivo retina glaucoma models for optical coherence tomography

Glaucoma Detection From Raw Circumpapillary OCT Images Using Fully Convolutional Neural Networks

Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset

A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images

Constrained multiple instance learning for ulcerative colitis prediction using histological images

Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging

Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks

Attention to Detail: Inter-Resolution Knowledge Distillation

Towards the On-Demand Whole Slide Image Generation: Prostate Patch Synthesis Through a Conditional Progressive Growing GAN

Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis

Artificial Intelligence Enabled Histological Prediction of Remission or Activity and Clinical Outcomes in Ulcerative Colitis

757 A NOVEL SWITCHING-MULTIMODAL ARTIFICIAL INTELLIGENCE TO SIMULTANEOUSLY CONVERT DIFFERENT ENDOSCOPIC ENHANCEMENT MODALITIES FOR ACCURATE ASSESSMENT OF INFLAMMATION AND HEALING IN ULCERATIVE COLITIS

Tu2004 A NOVEL ACTIVE LEARNING-BASED DIGITAL PATHOLOGY PROTOCOL ANNOTATION FOR HISTOLOGIC ASSESSMENT IN ULCERATIVE COLITIS USING PICASSO HISTOLOGIC REMISSION INDEX (PHRI)

A virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in ulcerative colitis

Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data

Inflammation Detection Using Ensemble Endoscopic Multimodal Assessment in Inflammatory Bowel Disease

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