Heather M. Whitney

1.3k citations

42 papers · 827 indexed · h-index 11

Radiology, Nuclear Medicine and Imaging top 5%
Artificial Intelligence top 5%
Cognitive Neuroscience top 10%
Sociology and Political Science top 10%
Social Psychology top 10%

Co-authors: Maryellen L. Giger C. Daniel Batson Qiyuan Hu Elizabeth R. Thompson Hui Li Yu Ji Peifang Liu Karen Drukker
Topics: Radiomics and Machine Learning in Medical Imaging (26 papers)MRI in cancer diagnosis (20 papers)AI in cancer detection (17 papers)
Cited by: Health Informatics Radiology, Nuclear Medicine and Imaging Information Systems and Management
Journals: Journal of Personality and Social Psychology Proceedings of the IEEE Scientific Reports
Partner nations: United States China

In The Last Decade

Heather M. Whitney

36 papers receiving 780 citations

Peers

Countries citing papers authored by Heather M. Whitney

Since Specialization

Citations

This map shows the geographic impact of Heather M. Whitney's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Heather M. Whitney with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Heather M. Whitney more than expected).

Fields of papers citing papers by Heather M. Whitney

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Heather M. Whitney. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Heather M. Whitney. The network helps show where Heather M. Whitney may publish in the future.

Co-authorship network of co-authors of Heather M. Whitney

This figure shows the co-authorship network connecting the top 25 collaborators of Heather M. Whitney. A scholar is included among the top collaborators of Heather M. Whitney based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Heather M. Whitney. Heather M. Whitney is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Hybrid artificial intelligence echogenic components‐based diagnosis of adnexal masses on ultrasound 2025 ·Medical Physics ·(unknown),Heather M. Whitney,Hui Li,(unknown),Jacques S. Abramowicz,Lan Li,Ryan E. Longman,Maryellen L. Giger,Ernst Lengyel	0
2	Multimodal data curation via interoperability: use cases with the Medical Imaging and Data Resource Center 2025 ·Scientific Data ·(unknown),Heather M. Whitney,(unknown),Christopher Meyer,Hui Li,Rui Carlos Sá,Diane S. Lauderdale,Sandy Napel,Kenneth Gersing,Robert L. Grossman,Maryellen L. Giger	0
3	MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis 2024 ·Journal of Medical Imaging ·Karen Drukker,Berkman Sahiner,(unknown),Grace Hyun J. Kim,Heather M. Whitney,(unknown),Kyle J. Myers,Maryellen L. Giger,Michael F. McNitt‐Gray	1
4	AI-based automated segmentation for ovarian/adnexal masses and their internal components on ultrasound imaging 2024 ·Journal of Medical Imaging ·Heather M. Whitney,(unknown),Jacques S. Abramowicz,Lan Li,Hui Li,Ryan E. Longman,Ernst Lengyel,Maryellen L. Giger	2
5	Predicting intensive care need for COVID-19 patients using deep learning on chest radiography 2023 ·Journal of Medical Imaging ·Hui Li,Karen Drukker,Qiyuan Hu,Heather M. Whitney,(unknown),Maryellen L. Giger	3
6	Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI 2023 ·Radiology ·Yu Ji,Heather M. Whitney,Hui Li,Peifang Liu,Maryellen L. Giger,Xuening Zhang	15
7	Assistance tools for the evaluation of machine learning algorithm performance: the decision tree based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort 2023 ·Karen Drukker,Berkman Sahiner,(unknown),Grace H. Kim,Heather M. Whitney,(unknown),Kyle J. Myers,Maryellen L. Giger,Michael F. McNitt‐Gray	2
8	Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment 2023 ·Journal of Medical Imaging ·Karen Drukker,Weijie Chen,Judy Wawira Gichoya,(unknown),Jayashree Kalpathy–Cramer,Oluwasanmi Koyejo,Kyle J. Myers,Rui Carlos Sá,Berkman Sahiner,Heather M. Whitney,Zi Zhang,Maryellen L. Giger	63
9	Role of sureness in evaluating AI/CADx: Lesion‐based repeatability of machine learning classification performance on breast MRI 2023 ·Medical Physics ·Heather M. Whitney,Karen Drukker,(unknown),(unknown),Michelle de Oliveira,Hiroyuki Abé,Maryellen L. Giger	0
10	Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons 2023 ·Journal of Medical Imaging ·(unknown),Heather M. Whitney,Karen Drukker,Berkman Sahiner,(unknown),Grace Hyun J. Kim,Michael F. McNitt‐Gray,Kyle J. Myers,Maryellen L. Giger	8
11	Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI 2021 ·Radiology Artificial Intelligence ·Qiyuan Hu,Heather M. Whitney,Hui Li,Yu Ji,Peifang Liu,Maryellen L. Giger	41
12	Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging 2020 ·Journal of Medical Imaging ·Qiyuan Hu,Heather M. Whitney,Maryellen L. Giger	25
13	Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods 2019 ·Proceedings of the IEEE ·Heather M. Whitney,Hui Li,Yu Ji,Peifang Liu,Maryellen L. Giger	54
14	Robustness of radiomic breast features of benign lesions and luminal A cancers across MR magnet strengths 2018 ·Heather M. Whitney,Karen Drukker,Alexandra Edwards,John Papaioannou,Maryellen L. Giger	6
15	Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset 2018 ·Academic Radiology ·Heather M. Whitney,Nathan S. Taylor,Karen Drukker,Alexandra Edwards,John Papaioannou,David Schacht,Maryellen L. Giger	45
16	Search Engines, Social Media, and the Editorial Analogy 2018 ·SSRN Electronic Journal ·Heather M. Whitney	0
17	Accuracy and robustness of a simple algorithm to measure vessel diameter from B-mode ultrasound images 2016 ·Journal of Applied Physiology ·Brian E. Hunt,(unknown),(unknown),Heather M. Whitney	2
18	Magnetization transfer proportion: a simplified measure of dose response for polymer gel dosimetry 2008 ·Physics in Medicine and Biology ·Heather M. Whitney,Daniel F. Gochberg,John C. Gore	4
19	Optimization of MAGIC gel formulation for three-dimensional radiation therapy dosimetry 2007 ·Physics in Medicine and Biology ·Jeffrey J. Luci,Heather M. Whitney,John C. Gore	19
20	Moral hypocrisy: Appearing moral to oneself without being so. 1999 ·Journal of Personality and Social Psychology ·C. Daniel Batson,Edmund R. Thompson,(unknown),Heather M. Whitney,(unknown)	40

About Heather M. Whitney

Heather M. Whitney is a scholar working on Health Informatics, Radiology, Nuclear Medicine and Imaging and Artificial Intelligence, having authored 42 papers that have together received 827 indexed citations. Recurring topics across this work include Radiomics and Machine Learning in Medical Imaging (26 papers), MRI in cancer diagnosis (20 papers) and AI in cancer detection (17 papers). The work is most often cited by research in Health Informatics (66 citations), Radiology, Nuclear Medicine and Imaging (388 citations) and Information Systems and Management (92 citations). Heather M. Whitney has collaborated with scholars based in United States and China. Frequent co-authors include Maryellen L. Giger, C. Daniel Batson, Qiyuan Hu, Elizabeth R. Thompson, Hui Li, Yu Ji, Peifang Liu, Karen Drukker, John Papaioannou and Alexandra Edwards. Their work appears in journals such as Journal of Personality and Social Psychology, Proceedings of the IEEE and Scientific Reports.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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