John Heine

2.7k citations

76 papers · 2.0k indexed · 1 hit paper · h-index 24

Impact in

Radiology, Nuclear Medicine and Imaging top 2%
- Radiomics and Machine Learning in Medical Imaging
- Medical Imaging Techniques and Applications
Pulmonary and Respiratory Medicine top 2%
- Digital Radiography and Breast Imaging

Papers in

Artificial Intelligence 42
- AI in cancer detection 35
Pulmonary and Respiratory Medicine 41
- Digital Radiography and Breast Imaging 36

Co-authors: Robert P. Velthuizen Laurence P. Clarke Mohan Vaidyanathan Marc A. Camacho Robert W. Thatcher Lawrence Hall M.L. Silbiger Poonam Malhotra
Journals: Medical Physics (11 papers)Academic Radiology (7 papers)Cancer Epidemiology Biomarkers & Prevention (6 papers)BioMedical Engineering OnLine (4 papers)Scientific Reports (3 papers)
Partner nations: United States China Japan

In The Last Decade

John Heine

70 papers receiving 1.9k citations

Hit Papers

align trajectories log scale

MRI segmentation: Methods and applications 1995 · 514 citations

Peers

Countries citing papers authored by John Heine

Since Specialization

Citations

This map shows the geographic impact of John Heine'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 John Heine with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites John Heine more than expected).

Fields of papers citing papers by John Heine

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by John Heine. 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 John Heine. The network helps show where John Heine may publish in the future.

Co-authorship network

The 25 scholars most cited alongside John Heine, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with John Heine Line = papers co-authored together John Heine links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Association between Inflammatory Dietary Pattern and Mammographic Features Journal of Nutrition ·Shadi Azam, 曹冬如, Saurabh Deepak Chitnis, Katharine A. Collier, Kevin H. Kensler, Preeti Sudheendra, Ashley Pariser, Andrea Romanos-Nanclares, A. Heather Eliassen, Sagar Sardesai, John Heine, Fred K. Tabung, Rulla M. Tamimi, Daniel G. Stover	2024	1
2	Reproductive Factors Related to Childbearing and a Novel Automated Mammographic Measure, V Cancer Epidemiology Biomarkers & Prevention ·Lusine Yaghjyan, Zifan Wang, Erica T. Warner, Bernard Rosner, John Heine, Rulla M. Tamimi	2024	1
3	Fourier analysis of signal dependent noise images Scientific Reports ·John Heine, Woon-Kyung 신운경Shin, Matthew B. Schabath	2024	0
4	Breast density analysis of digital breast tomosynthesis Scientific Reports ·John Heine, Woon-Kyung 신운경Shin, R. Jared Weinfurtner, Ko FUKUI, Shelley S. Tworoger	2023	3
5	Techniques to produce and evaluate realistic multivariate synthetic data Scientific Reports ·John Heine, Woon-Kyung 신운경Shin, Anders Berglund, Michael J. Schell, Steven A. Eschrich	2023	4
6	Empirically-derived synthetic populations to mitigate small sample sizes Journal of Biomedical Informatics ·Woon-Kyung 신운경Shin, Anders Berglund, Michael J. Schell, Thomas A. Sellers, Steven A. Eschrich, John Heine	2020	8
7	Longitudinal Changes in Volumetric Breast Density in Healthy Women across the Menopausal Transition Cancer Epidemiology Biomarkers & Prevention ·Natalie J. Engmann, Christopher G. Scott, Matthew R. Jensen, Stacey J. Winham, Lin Ma, Kathleen R. Brandt, Amir Pasha Mahmoudzadeh, Dana H. Whaley, Carrie B. Hruska, Fang-Fang Wu, Aaron D. Norman, Robert A. Hiatt, John Heine, John Shepherd, V. Shane Pankratz, Diana L. Miglioretti, Karla Kerlikowske, Celine M. Vachon	2019	16
8	Calibrated Breast Density Measurements Academic Radiology ·Woon-Kyung 신운경Shin, G. Eckhoff, Nadia Khan, E Menold, Jennifer S. Drukteinis, Thomas A. Sellers, John Heine	2018	0
9	Longitudinal Changes in Volumetric Breast Density with Tamoxifen and Aromatase Inhibitors Cancer Epidemiology Biomarkers & Prevention ·Natalie J. Engmann, Christopher G. Scott, Matthew R. Jensen, Lin Ma, Kathleen R. Brandt, Amir Pasha Mahmoudzadeh, Serghei Malkov, Dana H. Whaley, Carrie B. Hruska, Fang Wu, Stacey J. Winham, Diana L. Miglioretti, Aaron D. Norman, John Heine, John Shepherd, V. Shane Pankratz, Celine M. Vachon, Karla Kerlikowske	2017	36
10	Radiologic Features of Small Pulmonary Nodules and Lung Cancer Risk in the National Lung Screening Trial: A Nested Case-Control Study Radiology ·Ying Liu, Hua Wang, Qian Li, Melissa McGettigan, Yoganand Balagurunathan, Alberto López García, Zachary Thompson, John Heine, Zhaoxiang Ye, Robert J. Gillies, Matthew B. Schabath	2017	60
11	Association Between Computed Tomographic Features and Kirsten Rat Sarcoma Viral Oncogene Mutations in Patients With Stage I Lung Adenocarcinoma and Their Prognostic Value Clinical Lung Cancer ·Hua Wang, Matthew B. Schabath, Ying Liu, Olya Stringfield, Yoganand Balagurunathan, John Heine, Steven A. Eschrich, Zhaoxiang Ye, Robert J. Gillies	2015	18
12	Comparison of Clinical and Automated Breast Density Measurements: Implications for Risk Prediction and Supplemental Screening Radiology ·Kathleen R. Brandt, Christopher G. Scott, Lin Ma, Amir Pasha Mahmoudzadeh, Matthew R. Jensen, Dana H. Whaley, Fang Wu, Serghei Malkov, Carrie B. Hruska, Aaron D. Norman, John Heine, John Shepherd, V. Shane Pankratz, Karla Kerlikowske, Celine M. Vachon	2015	141
13	Automated Percentage of Breast Density Measurements for Full-field Digital Mammography Applications Academic Radiology ·Woon-Kyung 신운경Shin, Celine M. Vachon, Christopher G. Scott, Thomas A. Sellers, John Heine	2014	14
14	乳房画像報告データシステム(BI-RADS)乳房組成デスクリプタ: フルフィールドデジタルマンモグラフィーのための自動測定開発 Medical Physics ·Woon-Kyung 신운경Shin, Thomas A. Sellers, Chunli Lin, John Heine	2013	15
15	A Novel Automated Mammographic Density Measure and Breast  Cancer Risk JNCI Journal of the National Cancer Institute ·John Heine, Christopher G. Scott, Thomas A. Sellers, Kathleen R. Brandt, Daniel Serie, Fang-Fang Wu, Marilyn J. Morton, Beth A. Schueler, Fergus J. Couch, Janet E. Olson, V. Shane Pankratz, Celine M. Vachon	2012	64
16	Statistical learning techniques applied to epidemiology: a simulated case-control comparison study with logistic regression BMC Bioinformatics ·John Heine, Walker H. Land, Kathleen M. Egan	2011	5
17	Calibrated Measures for Breast Density Estimation Academic Radiology ·John Heine, Ke Cao, Dana E. Rollison	2011	23
18	Statistical learning methods as a preprocessing step for survival analysis: evaluation of concept using lung cancer data BioMedical Engineering OnLine ·Madhusmita Behera, Woon-Kyung 신운경Shin, Taofeek K. Owonikoko, Walker H. Land, William Mayfield, Zhengjia Chen, Fadlo R. Khuri, Suresh S. Ramalingam, John Heine	2011	12
19	New statistical learning theory paradigms adapted to breast cancer diagnosis/classification using image and non-image clinical data PubMed ·Walker H. Land, John Heine, Sweta Kriplani, Eve E. Williams, Nataliya Kovalchuk, Jack Yang, Mary Qu Yang	2008	1
20	Effective x‐ray attenuation measurements with full field digital mammography Medical Physics ·John Heine, Madhusmita Behera	2006	25

About John Heine

John Heine is a scholar working on Artificial Intelligence, Pulmonary and Respiratory Medicine, Oncology, Radiology, Nuclear Medicine and Imaging and Computer Vision and Pattern Recognition, having authored 76 papers that have together received 2.0k indexed citations. Recurring topics across this work include Digital Radiography and Breast Imaging (36 papers), AI in cancer detection (35 papers), Global Cancer Incidence and Screening (18 papers), Medical Imaging Techniques and Applications (11 papers), Cancer Risks and Factors (8 papers), Radiomics and Machine Learning in Medical Imaging (7 papers), Image and Signal Denoising Methods (7 papers) and Gene expression and cancer classification (6 papers). The work is most often cited by research in Radiology, Nuclear Medicine and Imaging (750 citations), Pulmonary and Respiratory Medicine (994 citations), Artificial Intelligence (899 citations), Computer Vision and Pattern Recognition (474 citations) and Oncology (518 citations). John Heine has collaborated with scholars based in United States, China and Japan. Frequent co-authors include Robert P. Velthuizen, Laurence P. Clarke, Mohan Vaidyanathan, Marc A. Camacho, Robert W. Thatcher, Lawrence Hall, M.L. Silbiger, Poonam Malhotra, Celine M. Vachon and Christopher G. Scott. Their work appears in journals such as Medical Physics, Academic Radiology, Cancer Epidemiology Biomarkers & Prevention, BioMedical Engineering OnLine 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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