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Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images

IEEE transactions on medical imaging, 2019-04, Vol.38 (4), p.945-954

2019

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Integrating remote monitoring into heart failure patients' care regimen: A pilot study

PloS one, 2020-11, Vol.15 (11), p.e0242210-e0242210

2020

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Harnessing clinical annotations to improve deep learning performance in prostate segmentation

PloS one, 2021-06, Vol.16 (6), p.e0253829

2021

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Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression

IEEE journal of biomedical and health informatics, 2021-08, Vol.25 (8), p.3121-3129

2021

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A multi-resolution model for histopathology image classification and localization with multiple instance learning

Computers in biology and medicine, 2021-04, Vol.131, p.104253-104253, Article 104253

2021

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HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression

IEEE journal of biomedical and health informatics, 2021-04, Vol.25 (4), p.1265-1272

2021

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A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging

IEEE transactions on medical imaging, 2019-07, Vol.38 (7), p.1666-1676

2019

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Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment

IEEE journal of biomedical and health informatics, 2022-03, Vol.26 (3), p.1208-1218

2022

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Federated learning improves site performance in multicenter deep learning without data sharing

Journal of the American Medical Informatics Association : JAMIA, 2021-06, Vol.28 (6), p.1259-1264

2021

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PathAL: An Active Learning Framework for Histopathology Image Analysis

IEEE transactions on medical imaging, 2022-05, Vol.41 (5), p.1176-1187

2022

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An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies

Computerized medical imaging and graphics, 2018-11, Vol.69, p.125-133

2018

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Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets

IEEE transactions on biomedical engineering, 2023-02, Vol.70 (2), p.401-412

2023

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Imaging–Histologic Discordance at Percutaneous Biopsy of the Lung

Academic radiology, 2015-04, Vol.22 (4), p.481-487

2015

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Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features

AMIA ... Annual Symposium proceedings, 2017, Vol.2017, p.892-901

2017

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A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke

American journal of neuroradiology : AJNR, 2024-08, Vol.45 (8), p.1044-1052

2024

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Experiences of Women With Interstitial Cystitis/Bladder Pain Syndrome: What Can We Learn From Women's Online Discussions?

The Journal of urology, 2023-01, Vol.209 (1), p.208-215

2023

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A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images

Computers in biology and medicine, 2024-03, Vol.170, p.107974, Article 107974

2024

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From Bench-to-Bedside: How Artificial Intelligence is Changing Thyroid Nodule Diagnostics, a Systematic Review

The journal of clinical endocrinology and metabolism, 2024-06, Vol.109 (7), p.1684

2024

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A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies

AMIA ... Annual Symposium proceedings, 2017, Vol.2017, p.1140-1148

2017

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A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data

IEEE journal of biomedical and health informatics, 2020-03, Vol.24 (3), p.878-884

2020

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Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time

Computerized medical imaging and graphics, 2021-06, Vol.90, p.101926-101926, Article 101926

2021

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Optimizing Spatial Biopsy Sampling for the Detection of Prostate Cancer

The Journal of urology, 2021-09, Vol.206 (3), p.595-603

2021

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Using phrases and document metadata to improve topic modeling of clinical reports

Journal of biomedical informatics, 2016-06, Vol.61, p.260-266

2016

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An Electronic Form for Reporting Results of Targeted Prostate Biopsy: Urology Integrated Diagnostic Report (Uro-IDR)

Urology (Ridgewood, N.J.), 2020-04, Vol.138, p.188-193

2020

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Federated Learning with Research Prototypes: Application to Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology

Academic radiology, 2023-04, Vol.30 (4), p.644-657

2023

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Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images

Integrating remote monitoring into heart failure patients' care regimen: A pilot study

Harnessing clinical annotations to improve deep learning performance in prostate segmentation

Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression

A multi-resolution model for histopathology image classification and localization with multiple instance learning

HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression

A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging

Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment

Federated learning improves site performance in multicenter deep learning without data sharing

PathAL: An Active Learning Framework for Histopathology Image Analysis

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies

Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets

Imaging–Histologic Discordance at Percutaneous Biopsy of the Lung

Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features

A Deep Learning Approach to Predict Recanalization First-Pass Effect following Mechanical Thrombectomy in Patients with Acute Ischemic Stroke

Experiences of Women With Interstitial Cystitis/Bladder Pain Syndrome: What Can We Learn From Women's Online Discussions?

A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images

From Bench-to-Bedside: How Artificial Intelligence is Changing Thyroid Nodule Diagnostics, a Systematic Review

A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies

A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data

Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time

Optimizing Spatial Biopsy Sampling for the Detection of Prostate Cancer

Using phrases and document metadata to improve topic modeling of clinical reports

An Electronic Form for Reporting Results of Targeted Prostate Biopsy: Urology Integrated Diagnostic Report (Uro-IDR)

Federated Learning with Research Prototypes: Application to Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology

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