Jacob Wynne

3.5k total citations · 1 hit paper
39 papers, 2.3k citations indexed

About

Jacob Wynne is a scholar working on Radiology, Nuclear Medicine and Imaging, Pulmonary and Respiratory Medicine and Radiation. According to data from OpenAlex, Jacob Wynne has authored 39 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Radiology, Nuclear Medicine and Imaging, 12 papers in Pulmonary and Respiratory Medicine and 11 papers in Radiation. Recurrent topics in Jacob Wynne's work include Radiomics and Machine Learning in Medical Imaging (13 papers), Advanced Radiotherapy Techniques (11 papers) and Medical Imaging Techniques and Applications (10 papers). Jacob Wynne is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (13 papers), Advanced Radiotherapy Techniques (11 papers) and Medical Imaging Techniques and Applications (10 papers). Jacob Wynne collaborates with scholars based in United States. Jacob Wynne's 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 and has published in prestigious journals such as Nature Medicine, International Journal of Radiation Oncology*Biology*Physics and Physics in Medicine and Biology.

In The Last Decade

Jacob Wynne

35 papers receiving 2.3k citations

Hit Papers

align trajectories

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.

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

2014 1.5k citations Aaron M. Newman, Scott V. Bratman et al. Nature Medicine profile →

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 of co-authors of Jacob Wynne

This figure shows the co-authorship network connecting the top 25 collaborators of Jacob Wynne. A scholar is included among the top collaborators of Jacob Wynne 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 Jacob Wynne. Jacob Wynne 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	Recent advances in applying machine learning to proton radiotherapy 2025 ·Biomedical Physics & Engineering Express ·(unknown), Jacob Wynne, (unknown), Aparna H. Kesarwala, Xiaofeng Yang	0
2	Automatic medical imaging segmentation via self-supervising large-scale convolutional neural networks 2025 ·Radiotherapy and Oncology ·Yuheng Li, Jacob Wynne, Yizhou Wu, Richard L. J. Qiu, Sibo Tian, Tonghe Wang, Pretesh Patel, David S. Yu, (unknown)	1
3	Cross‐shaped windows transformer with self‐supervised pretraining for clinically significant prostate cancer detection in bi‐parametric MRI 2024 ·Medical Physics ·Yuheng Li, Jacob Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan, Ashesh B. Jani, Tian Liu, (unknown), Hui Mao, (unknown)	5
4	Deep learning based apparent diffusion coefficient map generation from multi‐parametric MR images for patients with diffuse gliomas 2024 ·Medical Physics ·(unknown), (unknown), Jacob Wynne, Richard L. J. Qiu, Tonghe Wang, (unknown), Hui‐Kuo G. Shu, Hui Mao, Xiaofeng Yang	1
5	Synthetic CT generation from MRI using 3D diffusion model 2024 ·Shaoyan Pan, Elham Abouei, Jacob Wynne, Tonghe Wang, Richard L. J. Qiu, Yuheng Li, Chih‐Wei Chang, Junbo Peng, (unknown), Justin Roper, Pretesh Patel, David S. Yu, Hui Mao, Xiaofeng Yang	2
6	Full-dose PET synthesis from low-dose PET using 2D high efficiency denoising diffusion probabilistic model 2024 ·Shaoyan Pan, Elham Abouei, Junbo Peng, (unknown), Jacob Wynne, Tonghe Wang, Chih‐Wei Chang, Justin Roper, Jonathon A. Nye, Hui Mao, Xiaofeng Yang	3
7	High‐resolution 3T to 7T ADC map synthesis with a hybrid CNN‐transformer model 2024 ·Medical Physics ·(unknown), Jing Wang, (unknown), Eric Elder, Jacob Wynne, Tonghe Wang, Hui‐Kuo G. Shu, Hui Mao, Xiaofeng Yang	4
8	Rapid Unpaired CBCT-Based Synthetic CT for CBCT-Guided Adaptive Radiotherapy 2023 ·International Journal of Radiation OncologyBiologyPhysics ·Jacob Wynne, Yang Lei, Samuel Pan, Tao Wang, (unknown), Pretesh Patel, Sagar A. Patel, Karen D. Godette, (unknown), Xiaofeng Yang	1
9	Impact of Age on Overall Survival Among Children With Wilms Tumor 2023 ·American Journal of Clinical Oncology ·David C. Qian, (unknown), (unknown), (unknown), Jacob Wynne, Bree R. Eaton, Arnold C. Paulino, John A. Kalapurakal, Natia Esiashvili	5
10	Multi-structure segmentation on cardiac MRI using multilayer perceptron mixer network 2023 ·Shaoyan Pan, Chaoqiong Ma, Chih‐Wei Chang, Jacob Wynne, Justin Roper, Tian Liu, Xiaofeng Yang	1
11	Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory 2023 ·Measurement Science and Technology ·Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang	38
12	Multi-organ CT segmentation using shifted-window multilayer perceptron mixer 2023 ·Shaoyan Pan, Jacob Wynne, Mingzhe Hu, Tonghe Wang, Justin Roper, Pretesh Patel, Tian Liu, Xiaofeng Yang	2
13	Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy 2023 ·Advances in Radiation Oncology ·Chih‐Wei Chang, (unknown), Nadja Kadom, Yinan Wang, Jacob Wynne, Tonghe Wang, Tian Liu, Natia Esiashvili, Jun Zhou, Bree R. Eaton, Xiaofeng Yang	4
14	Rapid unpaired CBCT‐based synthetic CT for CBCT‐guided adaptive radiotherapy 2023 ·Journal of Applied Clinical Medical Physics ·Jacob Wynne, Yang Lei, Shaoyan Pan, Tonghe Wang, (unknown), (unknown), Justin Roper, Pretesh Patel, Sagar A. Patel, Karen D. Godette, Ashesh B. Jani, Xiaofeng Yang	5
15	Synthetic CT generation from MRI using 3D transformer‐based denoising diffusion model 2023 ·Medical Physics ·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	52
16	Male pelvic multi-organ segmentation using token-based transformer Vnet 2022 ·Physics in Medicine and Biology ·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	26
17	Radiation, Immune Checkpoint Blockade and the Abscopal Effect: A Critical Review on Timing, Dose and Fractionation 2018 ·Frontiers in Oncology ·Zachary S. Buchwald, Jacob Wynne, Tahseen H. Nasti, Simeng Zhu, W.F. Mourad, Weisi Yan, Seema Gupta, Samir N. Khleif, Mohammad K. Khan	150
18	Stereotactic ablative radiotherapy (SABR) for treatment of central and ultra-central lung tumors 2015 ·Lung Cancer ·Aadel A. Chaudhuri, Chad Tang, Michael S. Binkley, Michelle Jin, Jacob Wynne, Rie von Eyben, Wendy Hara, Nicholas Trakul, Billy W. Loo, Maximilian Diehn	132
19	An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage breakdown → 2014 ·Nature Medicine ·Aaron M. Newman, Scott V. Bratman, (unknown), 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	1547
20	Analysis of Circulating Tumor Cells in Early Stage Non-Small Cell Lung Cancer Patients Treated With Stereotactic Ablative Radiation Therapy 2013 ·International Journal of Radiation OncologyBiologyPhysics ·Jacob Wynne, L.A. Modlin, Andrea Fan, Thinh Ngoc Tran, M. Schwartz, Billy W. Loo, Maximilian Diehn	3

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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