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Pathology Image Analysis Using Segmentation Deep Learning Algorithms

The American journal of pathology, 2019-09, Vol.189 (9), p.1686-1698

2019

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Evidence of Uncultivated Bacteria in the Adult Female Bladder

Journal of Clinical Microbiology, 2012-04, Vol.50 (4), p.1376-1383

2012

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Artificial Intelligence in Lung Cancer Pathology Image Analysis

Cancers, 2019-10, Vol.11 (11), p.1673

2019

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A deep learning-based model for screening and staging pneumoconiosis

Scientific reports, 2021-01, Vol.11 (1), p.2201-7, Article 2201

2021

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Investigation of the effect of type 2 diabetes mellitus on subgingival plaque microbiota by high-throughput 16S rDNA pyrosequencing

PloS one, 2013-04, Vol.8 (4), p.e61516-e61516

2013

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Bacterial communities of the coronal sulcus and distal urethra of adolescent males

PloS one, 2012-05, Vol.7 (5), p.e36298-e36298

2012

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Bacterial community profiling of milk samples as a means to understand culture-negative bovine clinical mastitis

PloS one, 2013-04, Vol.8 (4), p.e61959-e61959

2013

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Deep learning of cell spatial organizations identifies clinically relevant insights in tissue images

Nature communications, 2023-12, Vol.14 (1), p.7872-7872, Article 7872

2023

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Features of tumor-microenvironment images predict targeted therapy survival benefit in patients with EGFR-mutant lung cancer

The Journal of clinical investigation, 2023-01, Vol.133 (2), p.1-9

2023

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Enhancing Medical Imaging Segmentation with GB-SAM: A Novel Approach to Tissue Segmentation Using Granular Box Prompts

Cancers, 2024-06, Vol.16 (13), p.2391

2024

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A critical assessment of using ChatGPT for extracting structured data from clinical notes

NPJ digital medicine, 2024-05, Vol.7 (1), p.106-106, Article 106

2024

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Deep Learning-Based Automated Measurement of Murine Bone Length in Radiographs

Bioengineering (Basel), 2024-07, Vol.11 (7), p.670

2024

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Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach

Computer methods and programs in biomedicine, 2023-11, Vol.241, p.107768-107768, Article 107768

2023

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Computational Staining of Pathology Images to Study the Tumor Microenvironment in Lung Cancer

Cancer research (Chicago, Ill.), 2020-05, Vol.80 (10), p.2056-2066

2020

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Enhanced Pathology Image Quality with Restore–Generative Adversarial Network

The American journal of pathology, 2023-04, Vol.193 (4), p.404-416

2023

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Deep Learning of Rhabdomyosarcoma Pathology Images for Classification and Survival Outcome Prediction

The American journal of pathology, 2022-06, Vol.192 (6), p.917-925

2022

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MB-SupCon: Microbiome-based Predictive Models via Supervised Contrastive Learning

Journal of molecular biology, 2022-08, Vol.434 (15), p.167693-167693, Article 167693

2022

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Image-based quantification of histological features as a function of spatial location using the Tissue Positioning System

EBioMedicine, 2023-08, Vol.94, p.104698-104698, Article 104698

2023

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Image-based quantification of histological features as a function of spatial location using the Tissue Positioning SystemResearch in context

EBioMedicine, 2023-08, Vol.94, p.104698

2023

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A Deep Learning Approach for Histology-Based Nucleus Segmentation and Tumor Microenvironment Characterization

Modern pathology, 2023-08, Vol.36 (8), p.100196-100196, Article 100196

2023

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Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-Net

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.485-488

2019

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Deep Learning–Based H-Score Quantification of Immunohistochemistry-Stained Images

Modern pathology, 2024-02, Vol.37 (2), p.100398, Article 100398

2024

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MB-GAN: Microbiome Simulation via Generative Adversarial Network

Gigascience, 2021-02, Vol.10 (2)

2021

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Deep-Learning-Based Hepatic Ploidy Quantification Using H E Histopathology Images

Genes, 2023-04, Vol.14 (4), p.921

2023

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Disease correlation network: a computational package for identifying temporal correlations between disease states from Large-Scale longitudinal medical records

JAMIA open, 2019-10, Vol.2 (3), p.353-359

2019

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Pathology Image Analysis Using Segmentation Deep Learning Algorithms

Evidence of Uncultivated Bacteria in the Adult Female Bladder

Artificial Intelligence in Lung Cancer Pathology Image Analysis

A deep learning-based model for screening and staging pneumoconiosis

Investigation of the effect of type 2 diabetes mellitus on subgingival plaque microbiota by high-throughput 16S rDNA pyrosequencing

Bacterial communities of the coronal sulcus and distal urethra of adolescent males

Bacterial community profiling of milk samples as a means to understand culture-negative bovine clinical mastitis

Deep learning of cell spatial organizations identifies clinically relevant insights in tissue images

Features of tumor-microenvironment images predict targeted therapy survival benefit in patients with EGFR-mutant lung cancer

Enhancing Medical Imaging Segmentation with GB-SAM: A Novel Approach to Tissue Segmentation Using Granular Box Prompts

A critical assessment of using ChatGPT for extracting structured data from clinical notes

Deep Learning-Based Automated Measurement of Murine Bone Length in Radiographs

Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach

Computational Staining of Pathology Images to Study the Tumor Microenvironment in Lung Cancer

Enhanced Pathology Image Quality with Restore–Generative Adversarial Network

Deep Learning of Rhabdomyosarcoma Pathology Images for Classification and Survival Outcome Prediction

MB-SupCon: Microbiome-based Predictive Models via Supervised Contrastive Learning

Image-based quantification of histological features as a function of spatial location using the Tissue Positioning System

Image-based quantification of histological features as a function of spatial location using the Tissue Positioning SystemResearch in context

A Deep Learning Approach for Histology-Based Nucleus Segmentation and Tumor Microenvironment Characterization

Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-Net

Deep Learning–Based H-Score Quantification of Immunohistochemistry-Stained Images

MB-GAN: Microbiome Simulation via Generative Adversarial Network

Deep-Learning-Based Hepatic Ploidy Quantification Using H E Histopathology Images

Disease correlation network: a computational package for identifying temporal correlations between disease states from Large-Scale longitudinal medical records

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