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Generation and evaluation of synthetic patient data

BMC medical research methodology, 2020-05, Vol.20 (1), p.108-108, Article 108

2020

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Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types

Journal of biomedical informatics, 2022-01, Vol.125 (1), p.103957-103957, Article 103957

2022

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Deep active learning for classifying cancer pathology reports

BMC bioinformatics, 2021-03, Vol.22 (1), p.113-113, Article 113

2021

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Using case-level context to classify cancer pathology reports

PloS one, 2020-05, Vol.15 (5), p.e0232840-e0232840

2020

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Validation of prostate‐specific antigen laboratory values recorded in Surveillance, Epidemiology, and End Results registries

Cancer, 2017-02, Vol.123 (4), p.697-703

2017

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Development of message passing-based graph convolutional networks for classifying cancer pathology reports

BMC medical informatics and decision making, 2024-09, Vol.24 (Suppl 5), p.262-11, Article 262

2024

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Assessment of Interstate Residential Mobility of SEER Patients: SEER and LexisNexis Residential Address Linkage

Journal of registry management, 2022, Vol.49 (4), p.109-113

2022

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Association of the COVID-19 Pandemic With Patterns of Statewide Cancer Services

JNCI : Journal of the National Cancer Institute, 2022-06, Vol.114 (6), p.907-909

2022

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Revision of Dietary Analysis Software for the Health Habits and History Questionnaire

American journal of epidemiology, 1994-06, Vol.139 (12), p.1190-1196

1994

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Abstract S12-01: Quantifying the impact of COVID-19 on cancer care: Pathology volume change in SEER cancer registries

Clinical cancer research, 2021-03, Vol.27 (6_Supplement), p.S12-S12-01

2021

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Machine learning and deep learning tools for the automated capture of cancer surveillance data

Journal of the National Cancer Institute. Monographs, 2024-08, Vol.2024 (65), p.145-151

2024

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Limitations of Transformers on Clinical Text Classification

IEEE journal of biomedical and health informatics, 2021-09, Vol.25 (9), p.3596-3607

2021

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Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

Journal of the American Medical Informatics Association : JAMIA, 2020-01, Vol.27 (1), p.89-98

2020

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Toward real-time reporting of cancer incidence: methodology, pilot study, and SEER Program implementation

Journal of the National Cancer Institute. Monographs, 2024-08, Vol.2024 (65), p.123-131

2024

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Association of the COVID-19 pandemic with patterns of cancer services

Journal of clinical oncology, 2021-05, Vol.39 (15_suppl), p.1514-1514

2021

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Abstract 1641: Generation and evaluation of medical synthetic data

Cancer research (Chicago, Ill.), 2019-07, Vol.79 (13_Supplement), p.1641-1641

2019

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Deep learning uncertainty quantification for clinical text classification

Journal of biomedical informatics, 2023-12, Vol.149 (1)

2023

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Limitations of Transformers on Clinical Text Classification

IEEE journal of biomedical and health informatics, 2021-09, Vol.25 (9)

2021

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Deep learning uncertainty quantification for clinical text classification

Journal of biomedical informatics, 2024-01, Vol.149, p.104576, Article 104576

2024

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Classifying cancer pathology reports with hierarchical self-attention networks

Artificial intelligence in medicine, 2019-11, Vol.101, p.101726-101726, Article 101726

2019

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A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification

IEEE journal of biomedical and health informatics, 2022-06, Vol.26 (6), p.2796-2803

2022

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The Utility of Pathology Reports to Identify Persons With Cancer Recurrence

Medical care, 2022-01, Vol.60 (1), p.44-49

2022

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Assessment of Oncology Practice Billing Claims for Supplementing Chemotherapy: A Pilot Study in the Georgia SEER Cancer Registry

Journal of the National Cancer Institute. Monographs, 2020-05, Vol.2020 (55), p.82-88

2020

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NCI and ASCO CancerLinQ collaboration to advance quality of cancer care and surveillance

Journal of clinical oncology, 2019-05, Vol.37 (15_suppl), p.e18317-e18317

2019

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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

Journal of biomedical informatics, 2020-10, Vol.110 (C), p.103564-103564, Article 103564

2020

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Generation and evaluation of synthetic patient data

Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types

Deep active learning for classifying cancer pathology reports

Using case-level context to classify cancer pathology reports

Validation of prostate‐specific antigen laboratory values recorded in Surveillance, Epidemiology, and End Results registries

Development of message passing-based graph convolutional networks for classifying cancer pathology reports

Assessment of Interstate Residential Mobility of SEER Patients: SEER and LexisNexis Residential Address Linkage

Association of the COVID-19 Pandemic With Patterns of Statewide Cancer Services

Revision of Dietary Analysis Software for the Health Habits and History Questionnaire

Abstract S12-01: Quantifying the impact of COVID-19 on cancer care: Pathology volume change in SEER cancer registries

Machine learning and deep learning tools for the automated capture of cancer surveillance data

Limitations of Transformers on Clinical Text Classification

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

Toward real-time reporting of cancer incidence: methodology, pilot study, and SEER Program implementation

Association of the COVID-19 pandemic with patterns of cancer services

Abstract 1641: Generation and evaluation of medical synthetic data

Deep learning uncertainty quantification for clinical text classification

Limitations of Transformers on Clinical Text Classification

Deep learning uncertainty quantification for clinical text classification

Classifying cancer pathology reports with hierarchical self-attention networks

A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification

The Utility of Pathology Reports to Identify Persons With Cancer Recurrence

Assessment of Oncology Practice Billing Claims for Supplementing Chemotherapy: A Pilot Study in the Georgia SEER Cancer Registry

NCI and ASCO CancerLinQ collaboration to advance quality of cancer care and surveillance

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

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