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Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations

Nature medicine, 2021-12, Vol.27 (12), p.2176-2182

2021

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Ethical Machine Learning in Healthcare

Annual review of biomedical data science, 2021-07, Vol.4 (1), p.123-144

2021

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Toward Precision Education: Educational Data Mining and Learning Analytics for Identifying Students' Learning Patterns with Ebook Systems

Educational Technology ＆ Society, 2021-01, Vol.24 (1), p.152-163

2021

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Using a Summarized Lecture Material Recommendation System to Enhance Students' Preclass Preparation in a Flipped Classroom

Educational Technology ＆ Society, 2021-04, Vol.24 (2), p.1-13

2021

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The factors influencing members' continuance intentions in professional virtual communities — a longitudinal study

Journal of information science, 2007-08, Vol.33 (4), p.451-467

Chen, Irene Y. L.

2007

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From Human Grading to Machine Grading: Automatic Diagnosis of e-Book Text Marking Skills in Precision Education

Educational Technology ＆ Society, 2021-01, Vol.24 (1), p.164-175

2021

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Automatic Generation of Cloze Items for Repeated Testing to Improve Reading Comprehension

Educational Technology ＆ Society, 2021-07, Vol.24 (3), p.147-158

2021

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Can AI Help Reduce Disparities in General Medical and Mental Health Care?

AMA journal of ethics, 2019-02, Vol.21 (2), p.E167-179

2019

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Practical guidance on artificial intelligence for health-care data

The Lancet. Digital health, 2019-08, Vol.1 (4), p.e157-e159

2019

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Congenital hepatic fibrosis and its mimics: a clinicopathologic study of 19 cases at a single institution

Diagnostic pathology, 2021-08, Vol.16 (1), p.81-81, Article 81

2021

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Systemic lupus in the era of machine learning medicine

Lupus science & medicine, 2024-03, Vol.11 (1), p.e001140

2024

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CheXclusion: Fairness gaps in deep chest X-ray classifiers

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 2021, Vol.26, p.232

2021

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Treating health disparities with artificial intelligence

Nature medicine, 2020-01, Vol.26 (1), p.16-17

2020

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Examining the Factors Influencing Participants' Knowledge Sharing Behavior in Virtual Learning Communities

Educational technology & society, 2009-01, Vol.12 (1), p.134-148

2009

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Prompt Engineering for Generative Artificial Intelligence in Gastroenterology and Hepatology

The American journal of gastroenterology, 2024-09, Vol.119 (9), p.1709-1713

2024

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Prognostic implications of tumor histology and microenvironment in surgically resected intrahepatic cholangiocarcinoma: a single institutional experience

Virchows Archiv : an international journal of pathology, 2024-03

2024

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Ameloblastic Carcinoma of the Maxilla: A Rare Case Report and Review of Literature from 1948 to 2021

International journal of surgical pathology, 2023-06, Vol.31 (4), p.442-454

2023

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Probabilistic Machine Learning for Healthcare

Annual review of biomedical data science, 2021-07, Vol.4 (1), p.393-415

2021

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Reply to: ‘Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms’ and ‘Confounding factors need to be accounted for in assessing bias by machine learning algorithms’

Nature medicine, 2022-06, Vol.28 (6), p.1161-1162

2022

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Diffuse Pagetoid Squamous Cell Carcinoma in Situ of the Esophagus: A Rare Case Report and Review of Literature

International journal of surgical pathology, 2022-05, Vol.30 (3), p.326-330

2022

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Primary Colonic Medullary Carcinoma With Exclusive Squamous Differentiation

Anticancer research, 2021-07, Vol.41 (7), p.3567-3572

2021

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Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 2020, Vol.25, p.19

2020

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S764 Applying Machine Learning to Large Databases to Predict Nonresponse to Conventional Treatment in Patients with Crohn’s Disease

The American journal of gastroenterology, 2021-10, Vol.116 (1), p.S353-S353

2021

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Metastatic Pleomorphic Dermal Sarcoma Involving Tonsil and Thyroid: An Unusual Presentation

An International Journal of Otorhinolaryngology Clinics, 2024-04, Vol.16 (1), p.38-43

2024

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Malignant Histiocytic Neoplasm of the Mediastinum with Pericardial Involvement in a Child

Radiology. Imaging cancer, 2024-03, Vol.6 (2), p.e230133

2024

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Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations

Ethical Machine Learning in Healthcare

Toward Precision Education: Educational Data Mining and Learning Analytics for Identifying Students' Learning Patterns with Ebook Systems

Using a Summarized Lecture Material Recommendation System to Enhance Students' Preclass Preparation in a Flipped Classroom

The factors influencing members' continuance intentions in professional virtual communities — a longitudinal study

From Human Grading to Machine Grading: Automatic Diagnosis of e-Book Text Marking Skills in Precision Education

Automatic Generation of Cloze Items for Repeated Testing to Improve Reading Comprehension

Can AI Help Reduce Disparities in General Medical and Mental Health Care?

Practical guidance on artificial intelligence for health-care data

Congenital hepatic fibrosis and its mimics: a clinicopathologic study of 19 cases at a single institution

Systemic lupus in the era of machine learning medicine

CheXclusion: Fairness gaps in deep chest X-ray classifiers

Treating health disparities with artificial intelligence

Examining the Factors Influencing Participants' Knowledge Sharing Behavior in Virtual Learning Communities

Prompt Engineering for Generative Artificial Intelligence in Gastroenterology and Hepatology

Prognostic implications of tumor histology and microenvironment in surgically resected intrahepatic cholangiocarcinoma: a single institutional experience

Ameloblastic Carcinoma of the Maxilla: A Rare Case Report and Review of Literature from 1948 to 2021

Probabilistic Machine Learning for Healthcare

Reply to: ‘Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms’ and ‘Confounding factors need to be accounted for in assessing bias by machine learning algorithms’

Diffuse Pagetoid Squamous Cell Carcinoma in Situ of the Esophagus: A Rare Case Report and Review of Literature

Primary Colonic Medullary Carcinoma With Exclusive Squamous Differentiation

Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph

S764 Applying Machine Learning to Large Databases to Predict Nonresponse to Conventional Treatment in Patients with Crohn’s Disease

Metastatic Pleomorphic Dermal Sarcoma Involving Tonsil and Thyroid: An Unusual Presentation

Malignant Histiocytic Neoplasm of the Mediastinum with Pericardial Involvement in a Child

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