Jacob Wynne

3.5k citations

39 papers · 2.3k indexed · 1 hit paper · h-index 12

Cancer Research top 1%
Pulmonary and Respiratory Medicine top 2%
Oncology top 5%
Radiation top 5%
- Advanced Radiotherapy Techniques 11
Pathology and Forensic Medicine top 5%
Radiology, Nuclear Medicine and Imaging
- Radiomics and Machine Learning in Medical Imaging 13
- Medical Imaging Techniques and Applications 10
- Advanced MRI Techniques and Applications 5
Artificial Intelligence
- AI in cancer detection 6
Computer Vision and Pattern Recognition
- Medical Image Segmentation Techniques 5
- Advanced Neural Network Applications 5
Biomedical Engineering
- Advanced X-ray and CT Imaging 5

Co-authors: Billy W. Loo Maximilian Diehn Robert E. Merritt Heather A. Wakelee Chih Long Liu Ash A. Alizadeh Aaron M. Newman L.A. Modlin
Cited by: Cancer Research Pulmonary and Respiratory Medicine Oncology
Partner nations: United States

In The Last Decade

Jacob Wynne

35 papers receiving 2.3k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

2014 An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage

Peers

Countries citing papers authored by Jacob Wynne

Since Specialization

Citations

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

Fields of papers citing papers by Jacob Wynne

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Jacob Wynne, 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 Jacob Wynne Line = papers co-authored together Jacob Wynne links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Recent advances in applying machine learning to proton radiotherapy Vanessa Lynne Wildman,Jacob Wynne,Shadab Momin,Aparna H. Kesarwala,Xiaofeng Yang	2025	0
2	Automatic medical imaging segmentation via self-supervising large-scale convolutional neural networks Yuheng Li,Jacob Wynne,Yizhou Wu,Richard L. J. Qiu,Sibo Tian,Tonghe Wang,Pretesh Patel,David S. Yu,Xiaofeng Yang	2025	1
3	Cross‐shaped windows transformer with self‐supervised pretraining for clinically significant prostate cancer detection in bi‐parametric MRI Yuheng Li,Jacob Wynne,Jing Wang,Richard L. J. Qiu,Justin Roper,Shaoyan Pan,Ashesh B. Jani,Tian Liu,Pretesh R. Patel,Hui Mao,Xiaofeng Yang	2024	5
4	Deep learning based apparent diffusion coefficient map generation from multi‐parametric MR images for patients with diffuse gliomas Zach Eidex,Mojtaba Safari,Jacob Wynne,Richard L. J. Qiu,Tonghe Wang,David Viar‐Hernandez,Hui‐Kuo G. Shu,Hui Mao,Xiaofeng Yang	2024	1
5	Synthetic CT generation from MRI using 3D diffusion model Shaoyan Pan,Elham Abouei,Jacob Wynne,Tonghe Wang,Richard L. J. Qiu,Yuheng Li,Chih‐Wei Chang,Junbo Peng,Shihan Qiu,Justin Roper,Pretesh Patel,David S. Yu,Hui Mao,Xiaofeng Yang	2024	2
6	Full-dose PET synthesis from low-dose PET using 2D high efficiency denoising diffusion probabilistic model Shaoyan Pan,Elham Abouei,Junbo Peng,Josh Qian,Jacob Wynne,Tonghe Wang,Chih‐Wei Chang,Justin Roper,Jonathon A. Nye,Hui Mao,Xiaofeng Yang	2024	3
7	High‐resolution 3T to 7T ADC map synthesis with a hybrid CNN‐transformer model Zach Eidex,Jing Wang,Mojtaba Safari,Eric Elder,Jacob Wynne,Tonghe Wang,Hui‐Kuo G. Shu,Hui Mao,Xiaofeng Yang	2024	4
8	Rapid Unpaired CBCT-Based Synthetic CT for CBCT-Guided Adaptive Radiotherapy Jacob Wynne,Yang Lei,Samuel Pan,Tao Wang,J Roper,Pretesh Patel,Sagar A. Patel,Karen D. Godette,A. Jani,Xiaofeng Yang	2023	1
9	Impact of Age on Overall Survival Among Children With Wilms Tumor David C. Qian,Katherine D. Sykes-Martin,Rachel Tobillo,Naba Ali,Jacob Wynne,Bree R. Eaton,Arnold C. Paulino,John A. Kalapurakal,Natia Esiashvili	2023	5
10	Multi-structure segmentation on cardiac MRI using multilayer perceptron mixer network Shaoyan Pan,Chaoqiong Ma,Chih‐Wei Chang,Jacob Wynne,Justin Roper,Tian Liu,Xiaofeng Yang	2023	1
11	Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory Yupei Zhang,Xianjin Dai,Zhen Tian,Yang Lei,Jacob Wynne,Pretesh Patel,Yue Chen,Tian Liu,Xiaofeng Yang	2023	38
12	Multi-organ CT segmentation using shifted-window multilayer perceptron mixer Shaoyan Pan,Jacob Wynne,Mingzhe Hu,Tonghe Wang,Justin Roper,Pretesh Patel,Tian Liu,Xiaofeng Yang	2023	2
13	Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy Chih‐Wei Chang,Matt Goette,Nadja Kadom,Yinan Wang,Jacob Wynne,Tonghe Wang,Tian Liu,Natia Esiashvili,Jun Zhou,Bree R. Eaton,Xiaofeng Yang	2023	4
14	Rapid unpaired CBCT‐based synthetic CT for CBCT‐guided adaptive radiotherapy Jacob Wynne,Yang Lei,Shaoyan Pan,Tonghe Wang,Mosa Pasha,Kirk Luca,Justin Roper,Pretesh Patel,Sagar A. Patel,Karen D. Godette,Ashesh B. Jani,Xiaofeng Yang	2023	5
15	Synthetic CT generation from MRI using 3D transformer‐based denoising diffusion model Shaoyan Pan,Elham Abouei,Jacob Wynne,Chih‐Wei Chang,Tonghe Wang,Richard L. J. Qiu,Yuheng Li,Junbo Peng,Justin Roper,Pretesh Patel,David S. Yu,Hui Mao,Xiaofeng Yang	2023	52
16	Male pelvic multi-organ segmentation using token-based transformer Vnet Shaoyan Pan,Yang Lei,Tonghe Wang,Jacob Wynne,Chih‐Wei Chang,Justin Roper,Ashesh B. Jani,Pretesh Patel,Jeffrey D. Bradley,Tian Liu,Xiaofeng Yang	2022	26
17	Radiation, Immune Checkpoint Blockade and the Abscopal Effect: A Critical Review on Timing, Dose and Fractionation Zachary S. Buchwald,Jacob Wynne,Tahseen H. Nasti,Simeng Zhu,W.F. Mourad,Weisi Yan,Seema Gupta,Samir N. Khleif,Mohammad K. Khan	2018	150
18	Stereotactic ablative radiotherapy (SABR) for treatment of central and ultra-central lung tumors Aadel A. Chaudhuri,Chad Tang,Michael S. Binkley,Michelle Jin,Jacob Wynne,Rie von Eyben,Wendy Hara,Nicholas Trakul,Billy W. Loo,Maximilian Diehn	2015	132
19	An ultrasensitive method for quantitating circulating tumor DNA with broad patient coveragebreakdown → Aaron M. Newman,Scott V. Bratman,Jacqueline To,Jacob Wynne,Neville Eclov,L.A. Modlin,Chih Long Liu,Joel W. Neal,Heather A. Wakelee,Robert E. Merritt,Joseph B. Shrager,Billy W. Loo,Ash A. Alizadeh,Maximilian Diehn	2014	1547
20	Analysis of Circulating Tumor Cells in Early Stage Non-Small Cell Lung Cancer Patients Treated With Stereotactic Ablative Radiation Therapy Jacob Wynne,L.A. Modlin,Andrea Fan,Thinh Ngoc Tran,M. Schwartz,Billy W. Loo,Maximilian Diehn	2013	3

About Jacob Wynne

Jacob Wynne is a scholar working on Radiation, Radiology, Nuclear Medicine and Imaging and Computer Vision and Pattern Recognition, having authored 39 papers that have together received 2.3k indexed citations. Recurring topics across this work include Radiomics and Machine Learning in Medical Imaging (13 papers), Advanced Radiotherapy Techniques (11 papers), Medical Imaging Techniques and Applications (10 papers), AI in cancer detection (6 papers), Medical Image Segmentation Techniques (5 papers), Advanced Neural Network Applications (5 papers), Advanced MRI Techniques and Applications (5 papers) and Advanced X-ray and CT Imaging (5 papers). The work is most often cited by research in Cancer Research (1.4k citations), Pulmonary and Respiratory Medicine (1.0k citations) and Oncology (751 citations). Jacob Wynne has collaborated with scholars based in United States. Frequent co-authors include Billy W. Loo, Maximilian Diehn, Robert E. Merritt, Heather A. Wakelee, Chih Long Liu, Ash A. Alizadeh, Aaron M. Newman, L.A. Modlin, Scott V. Bratman and Joel W. Neal.

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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