Cynthia H. McCollough

MedicineEngineering

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

5.8Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Low‐dose CT image and projection dataset

Medical Physics(2020)10.1002/mp.14594

Top 4%

5.6DataRank

Top 4%273 citations

Baiyu Chen, David R. Holmes, Xinhui Duan, Zhicong Yu, Lifeng Yu +4 more

Papers

Driven by 67 papers — median percentile 67. Top paper: “Low‐dose CT image and projection dataset”.

Low‐dose CT image and projection dataset

Medical Physics(2020)10.1002/mp.14594

Top 4%

5.6DataRank

Top 4%273 citations

Baiyu Chen, David R. Holmes, Xinhui Duan, Zhicong Yu, Lifeng Yu +4 more

Prospective comparison of ultra-high-resolution photon-counting detector CT coronary angiography versus conventional CT

British Journal of Radiology(2025)10.1093/bjr/tqaf220

Top 62%

0.233DataRank

Top 62%3 citations

Ann A. Davis, Nikkole M. Weber, Holly J. Kasten, Elnata F. Melka, Kishore Rajendran +3 more

Observer Performance for Detection of Pulmonary Nodules at Chest CT over a Large Range of Radiation Dose Levels

Radiology(2020)10.1148/radiol.2020200969

N/A

0DataRank · unranked

23 citations

David L. Levin, Anne-Marie Sykes, Rebecca M. Lindell, Darin White, Ronald S. Kuzo +9 more

Deep-learning-based model observer for a lung nodule detection task in computed tomography

Journal of Medical Imaging(2020)10.1117/1.jmi.7.4.042807

N/A

0DataRank · unranked

17 citations

Qiyuan Hu, Andrew Walther, Chi Wan Koo, Edwin A. Takahashi, David L. Levin +7 more

Noise reduction in CT image using prior knowledge aware iterative denoising

Physics in Medicine and Biology(2020)10.1088/1361-6560/abc231

N/A

0DataRank · unranked

16 citations

Kishore Rajendran, Wei Zhou, Joel G. Fletcher, Cynthia H. McCollough, Shuai Leng +1 more

Multi-energy CT imaging for large patients using dual-source photon-counting detector CT

Physics in Medicine and Biology(2020)10.1088/1361-6560/ab99e4

N/A

0DataRank · unranked

23 citations

Jeffrey F. Marsh, Ashley Tao, Greg J Michalak, Kishore Rajendran, Cynthia H. McCollough +2 more

Erratum to “Impact of Effective Detector Pixel and CT Voxel Size on Accurate Estimation of Blood Volume in Opacified Microvasculature” [Acad Radiol 2019; 26:1410-1416]

Academic Radiology(2020)10.1016/j.acra.2020.01.017

N/A

0DataRank · unranked

0 citations

Andrew J. Vercnocke, Shengzhen Tao, Kishore Rajendran, Shuai Leng, Erik L. Ritman +2 more

First Clinical Photon-counting Detector CT System: Technical Evaluation

Radiology(2021)10.1148/radiol.212579

N/A

0DataRank · unranked

547 citations

Martin Petersilka, André Henning, Elisabeth R. Shanblatt, Bernhard Schmidt, Thomas Flohr +9 more

Improved coronary calcification quantification using photon-counting-detector CT: an ex vivo study in cadaveric specimens

European Radiology(2021)10.1007/s00330-021-07780-6

N/A

0DataRank · unranked

64 citations

Jeffrey F. Marsh, Kishore Rajendran, Hao Gong, Shengzhen Tao, Anders Persson +3 more

Automated radiomic analysis of CT images to predict likelihood of spontaneous passage of symptomatic renal stones

Emergency Radiology(2021)10.1007/s10140-021-01915-4

N/A

0DataRank · unranked

13 citations

Andrea Ferrero, David J. Bartlett, Ashish Khandelwal, Roy Marcus, John C. Lieske +6 more

Deep-learning-based direct synthesis of low-energy virtual monoenergetic images with multi-energy CT

Journal of Medical Imaging(2021)10.1117/1.jmi.8.5.052104

N/A

0DataRank · unranked

11 citations

Jeffrey F. Marsh, Karen N. DSouza, Nathan R. Huber, Kishore Rajendran, Joel G. Fletcher +3 more

An interactive eye‐tracking system for measuring radiologists' visual fixations in volumetric CT images: Implementation and initial eye‐tracking accuracy validation

Medical Physics(2021)10.1002/mp.15219

N/A

0DataRank · unranked

11 citations

Scott S. Hsieh, David R. Holmes, David A. Cook, Akitoshi Inoue, David J. Bartlett +7 more

Energy‐integrating‐detector multi‐energy CT: Implementation and a phantom study

Medical Physics(2021)10.1002/mp.14943

N/A

0DataRank · unranked

6 citations

Thomas Allmendinger, Ahmed F. Halaweish, Bernhard Schmidt, Thomas Flohr, Cynthia H. McCollough +2 more

Photon-counting Detector CT with Deep Learning Noise Reduction to Detect Multiple Myeloma

Radiology(2022)10.1148/radiol.220311

N/A

0DataRank · unranked

80 citations

Nathan R. Huber, Andrea Ferrero, Kishore Rajendran, Katrina N. Glazebrook, Nicholas B. Larson +7 more

Dedicated convolutional neural network for noise reduction in ultra-high-resolution photon-counting detector computed tomography

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac8866

N/A

0DataRank · unranked

34 citations

Andrea Ferrero, Kishore Rajendran, Francis Baffour, Katrina N. Glazebrook, Felix E. Diehn +6 more

Deep learning‐based virtual noncalcium imaging in multiple myeloma using dual‐energy CT

Medical Physics(2022)10.1002/mp.15934

N/A

0DataRank · unranked

18 citations

Francis Baffour, Katrina N. Glazebrook, Nicholas G. Rhodes, Christin A. Tiegs‐Heiden, Jamison E. Thorne +6 more

High‐pitch, high temporal resolution, multi‐energy cardiac imaging on a dual‐source photon‐counting‐detector CT

Medical Physics(2022)10.1002/mp.16124

N/A

0DataRank · unranked

17 citations

David Campeau, Hao Gong, Kishore Rajendran, Prabhakar Rajiah, Cynthia H. McCollough +2 more

Understanding Reader Variability: A 25-Radiologist Study on Liver Metastasis Detection at CT

Radiology(2022)10.1148/radiol.220266

N/A

0DataRank · unranked

13 citations

David A. Cook, Akitoshi Inoue, Hao Gong, Parvathy Sudhir Pillai, Matthew P. Johnson +8 more

Dependence of Water-equivalent Diameter and Size-specific Dose Estimates on CT Tube Potential

Radiology(2022)10.1148/radiol.210860

N/A

0DataRank · unranked

11 citations

Shannon McCollough, Justine J. Schneider, Taylor R. Moen, Jayse Weaver, Thomas J. Vrieze +3 more

Technical note: Phantom‐based training framework for convolutional neural network CT noise reduction

Medical Physics(2022)10.1002/mp.16093

N/A

0DataRank · unranked

8 citations

Andrew D. Missert, Hao Gong, Shuai Leng, Lifeng Yu, Cynthia H. McCollough +1 more

Simultaneous dual‐contrast imaging using energy‐integrating detector multi‐energy CT: An in vivo feasibility study

Medical Physics(2022)10.1002/mp.15448

N/A

0DataRank · unranked

10 citations

Liqiang Ren, Kishore Rajendran, Felix E. Diehn, Joel G. Fletcher, Cynthia H. McCollough +2 more

A Multimedia Strategy to Integrate Introductory Broad-Based Radiation Science Education in US Medical Schools

Journal of the American College of Radiology(2022)10.1016/j.jacr.2022.08.010

N/A

0DataRank · unranked

7 citations

Kimberly E. Applegate, Cynthia H. McCollough, Janet E. Bailey, Cedric M. Bright, Jerrold T. Bushberg +21 more

Individualized and generalized models for predicting observer performance on liver metastasis detection using CT

Journal of Medical Imaging(2022)10.1117/1.jmi.9.5.055501

N/A

0DataRank · unranked

5 citations

David R. Holmes, Rickey E. Carter, Akitoshi Inoue, David A. Cook, R. Karwoski +7 more

Clinical applications of photon counting detector CT

European Radiology(2023)10.1007/s00330-023-09596-y

N/A

0DataRank · unranked

125 citations

Kishore Rajendran, Francis Baffour, Felix E. Diehn, Andrea Ferrero, Katrina N. Glazebrook +10 more

Coronary artery stenosis quantification in patients with dense calcifications using ultra-high-resolution photon-counting-detector computed tomography

Journal of cardiovascular computed tomography(2023)10.1016/j.jcct.2023.10.009

N/A

0DataRank · unranked

44 citations

Prabhakar Rajiah, Jamison E. Thorne, Nikkole M. Weber, Holly J. Kasten, Elisabeth R. Shanblatt +3 more

Comparison of Photon-counting Detector and Energy-integrating Detector CT for Visual Estimation of Coronary Percent Luminal Stenosis

Radiology(2023)10.1148/radiol.230853

N/A

0DataRank · unranked

33 citations

Prabhakar Rajiah, John P. Bois, Tim N. Winfree, Rickey E. Carter, Kishore Rajendran +4 more

Quantifying lumen diameter in coronary artery stents with high‐resolution photon counting detector CT and convolutional neural network denoising

Medical Physics(2023)10.1002/mp.16415

N/A

0DataRank · unranked

22 citations

Jamison E. Thorne, Nathan R. Huber, Shaojie Chang, Kishore Rajendran, Cynthia H. McCollough +2 more

Ex vivo coronary calcium volume quantification using a high-spatial-resolution clinical photon-counting-detector computed tomography

Journal of Medical Imaging(2023)10.1117/1.jmi.10.4.043501

N/A

0DataRank · unranked

15 citations

Patrick D. VanMeter, Kishore Rajendran, Shuai Leng, Cynthia H. McCollough, Jeffrey F. Marsh

Photon-Counting Detector Computed Tomography Versus Energy-Integrating Detector Computed Tomography for Coronary Artery Calcium Quantitation

Journal of Computer Assisted Tomography(2023)10.1097/rct.0000000000001554

N/A

0DataRank · unranked

10 citations

Tim N. Winfree, Elnata F. Melka, Kishore Rajendran, Rickey E. Carter, Shuai Leng +1 more

Pie‐Net: Prior‐information‐enabled deep learning noise reduction for coronary CT angiography acquired with a photon counting detector CT

Medical Physics(2023)10.1002/mp.16411

N/A

0DataRank · unranked

12 citations

Nathan R. Huber, Jeffrey F. Marsh, Emily K. Koons, Hao Gong, Lifeng Yu +3 more

Targeted Training Reduces Search Errors but Not Classification Errors for Hepatic Metastasis Detection at Contrast-Enhanced CT

Academic Radiology(2023)10.1016/j.acra.2023.06.017

N/A

0DataRank · unranked

7 citations

Akitoshi Inoue, Mariana Yalon, David A. Cook, Hao Gong, Parvathy Sudhir Pillai +9 more

Technical note: Exploring the detectability of coronary calcification using ultra‐high‐resolution photon‐counting‐detector CT

Medical Physics(2023)10.1002/mp.16712

N/A

0DataRank · unranked

6 citations

Liqiang Ren, Shanshan Tang, Jeffrey F. Marsh, Scott S. Hsieh, Cynthia H. McCollough +2 more

Measurement of enhanced vasa vasorum density in a porcine carotid model using photon counting detector CT

Journal of Medical Imaging(2023)10.1117/1.jmi.10.1.016001

N/A

0DataRank · unranked

4 citations

Andrew J. Vercnocke, Kishore Rajendran, Shengzhen Tao, Jill Anderson, Erik L. Ritman +3 more

Technical Note: Assessment of Pulse Pileup on Single-Energy and Multienergy Images From a Clinical Photon-Counting Detector Computed Tomography

Journal of Computer Assisted Tomography(2023)10.1097/rct.0000000000001534

N/A

0DataRank · unranked

3 citations

Timothy Winfree, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne, Shuai Leng +2 more

Characterization of single‐ and multi‐energy CT performance of an oral dark borosilicate contrast media using a clinical photon‐counting‐detector CT platform

Medical Physics(2023)10.1002/mp.16713

N/A

0DataRank · unranked

3 citations

Yuxin Sun, Benjamin M. Yeh, Jeffrey F. Marsh, Timothy Winfree, Kristin A. Burke +6 more

Classification of high-risk coronary plaques using radiomic analysis of multi-energy photon-counting-detector computed tomography (PCD-CT) images

PubMed(2023)10.1117/12.2654412

N/A

0DataRank · unranked

11 citations

Prabhakar Rajiah, Scott S. Hsieh, Andrea Esquivel, Mariana Yalon, Nikkole M. Weber +5 more

PKAID-Net: prior knowledge aware iterative denoising neural network for photon counting detector CT

PubMed(2023)10.1117/12.2653904

N/A

0DataRank · unranked

5 citations

Jeffrey F. Marsh, Emily K. Koons, Hao Gong, Cynthia H. McCollough, Shuai Leng +1 more

Evaluation of low-contrast detectability of photon-counting-detector CT using channelized Hotelling observer and an ACR accreditation phantom

PubMed(2023)10.1117/12.2655619

N/A

0DataRank · unranked

4 citations

Zhongxing Zhou, Michael R. Bruesewitz, Cynthia H. McCollough, Lifeng Yu, Mingdong Fan

Contrast- and noise-dependent spatial resolution measurement for deep convolutional neural network-based noise reduction in CT using patient data

PubMed(2023)10.1117/12.2654972

N/A

0DataRank · unranked

3 citations

Hao Gong, Scott S. Hsieh, Cynthia H. McCollough, Lifeng Yu, Zhongxing Zhou

Improvements in dose efficiency with high resolution scan modes in photon counting CT

PubMed(2023)10.1117/12.2654334

N/A

0DataRank · unranked

1 citations

Kishore Rajendran, Mingdong Fan, Cynthia H. McCollough, Shuai Leng, Lifeng Yu +2 more

Supervised Learning for CT Denoising and Deconvolution Without High-Resolution Reference Images

medRxiv(2023)10.1101/2023.08.31.23294861

N/A

0DataRank · unranked

1 citations

Scott S. Hsieh, Andrea Ferrero, Cynthia H. McCollough, Andrew D. Missert

Multi-energy CT material decomposition using Bayesian deep convolutional neural network with explicit penalty of uncertainty and bias

PubMed(2023)10.1117/12.2654317

N/A

0DataRank · unranked

0 citations

Shuai Leng, Francis Baffour, Lifeng Yu, Joel G. Fletcher, Cynthia H. McCollough +1 more

Task-based automatic keV selection: leveraging routine virtual monoenergetic imaging for dose reduction on clinical photon-counting detector CT *

Physics in Medicine and Biology(2024)10.1088/1361-6560/ad41b3

N/A

0DataRank · unranked

13 citations

Michael R. Bruesewitz, Joseph R. Swicklik, Andrea Ferrero, Jamison E. Thorne, Lifeng Yu +3 more

Image quality evaluation in deep‐learning‐based CT noise reduction using virtual imaging trial methods: Contrast‐dependent spatial resolution

Medical Physics(2024)10.1002/mp.17029

N/A

0DataRank · unranked

8 citations

Hao Gong, Scott S. Hsieh, Cynthia H. McCollough, Lifeng Yu, Zhongxing Zhou

Ultra-High-Resolution Photon-Counting-Detector CT with a Dedicated Denoising Convolutional Neural Network for Enhanced Temporal Bone Imaging

American Journal of Neuroradiology(2024)10.3174/ajnr.a8572

N/A

0DataRank · unranked

8 citations

John C. Benson, John I. Lane, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne +5 more

Motion artifact correction in cardiac CT using cross-phase temporospatial information and synergistic attention gate and spatial transformer sub-networks

Physics in Medicine and Biology(2024)10.1088/1361-6560/ad1b6a

N/A

0DataRank · unranked

6 citations

Zaki Ahmed, Shaojie Chang, Emily K. Koons, Jamison E. Thorne, Prabhakar Rajiah +5 more

Development and validation of a noise insertion algorithm for photon‐counting‐detector CT

Medical Physics(2024)10.1002/mp.17263

N/A

0DataRank · unranked

6 citations

Cynthia H. McCollough, Lifeng Yu, Timothy Winfree

Low-contrast detectability of photon-counting-detector CT at different scan modes and image types in comparison with energy-integrating-detector CT

Journal of Medical Imaging(2024)10.1117/1.jmi.11.s1.s12803

N/A

0DataRank · unranked

5 citations

Zhongxing Zhou, Jarod Wellinghoff, Cynthia H. McCollough, Lifeng Yu, Mingdong Fan

3D printed phantom with 12 000 submillimeter lesions to improve efficiency in CT detectability assessment

Medical Physics(2024)10.1002/mp.17064

N/A

0DataRank · unranked

3 citations

Kai Mei, Nadav Shapira, J. Webster Stayman, Cynthia H. McCollough, Grace J. Gang +6 more

A Generalizable Framework for Kidney Stone Composition Characterization Using Dual-Energy CT

Academic Radiology(2024)10.1016/j.acra.2024.10.025

N/A

0DataRank · unranked

1 citations

Andrea Ferrero, Cynthia H. McCollough, Scott S. Hsieh, Picha Shunhavanich

Improved noise reduction in photon-counting detector CT using prior knowledge-aware iterative denoising neural network

Journal of Medical Imaging(2024)10.1117/1.jmi.11.s1.s12804

N/A

0DataRank · unranked

1 citations

Jeffrey F. Marsh, Emily K. Koons, Hao Gong, Cynthia H. McCollough, Shuai Leng +1 more

Automated web-based software for CT quality control testing of low-contrast detectability using model observers

PubMed(2024)10.1117/12.3008777

N/A

0DataRank · unranked

3 citations

Jarod Wellinghoff, Mingdong Fan, Scott S. Hsieh, David R. Holmes, Cynthia H. McCollough +2 more

Evaluation of data uncertainty for deep-learning-based CT noise reduction using ensemble patient data and a virtual imaging trial framework

PubMed(2024)10.1117/12.3008581

N/A

0DataRank · unranked

2 citations

Scott S. Hsieh, Hao Gong, Cynthia H. McCollough, Lifeng Yu, Zhongxing Zhou

Corrigendum to “Coronary artery stenosis quantification in patients with dense calcifications using ultra-high-resolution photon-counting-detector computed tomography” [J Cardiovasc Comput Tomogr 18 (2024) 56–61]

Journal of cardiovascular computed tomography(2024)10.1016/j.jcct.2024.05.001

N/A

0DataRank · unranked

1 citations

Prabhakar Rajiah, Jamison E. Thorne, Nikkole M. Weber, Holly J. Kasten, Elisabeth R. Shanblatt +3 more

Partnering Research and Clinical Practice to Implement a Photon-Counting Detector CT Myocardial Perfusion Imaging Study

Journal of Radiology Nursing(2024)10.1016/j.jradnu.2023.12.004

N/A

0DataRank · unranked

0 citations

Joseph Arant, Erin M. Gray, Sarah Kraft, Cynthia H. McCollough, Kery Erickson

Correction to: Quantitative metrics of bone quality determined at the distal radius using photon‑counting CT

Skeletal Radiology(2024)10.1007/s00256-024-04799-w

N/A

0DataRank · unranked

0 citations

Andrea Ferrero, Kishore Rajendran, Matthew T. Drake, Fang‐Shu Ou, Sharmila Giri +4 more

Simultaneous ultra-high resolution multi-energy cardiac imaging in a dual-source photon counting detector CT system

British Journal of Radiology(2025)10.1093/bjr/tqaf069

N/A

0DataRank · unranked

8 citations

Kishore Rajendran, Joseph R. Swicklik, Thomas Allmendinger, Bernhard Schmidt, Thomas Flohr +3 more

Spectral performance for iodine quantification of a dual‐source, dual‐kV photon counting detector CT

Medical Physics(2025)10.1002/mp.17679

N/A

0DataRank · unranked

3 citations

Kevin Treb, Cynthia H. McCollough, Shuai Leng, Tim N. Winfree

Physics‐informed model‐based generative neural network for synthesizing scanner‐ and algorithm‐specific low‐dose CT exams

Medical Physics(2025)10.1002/mp.17680

N/A

0DataRank · unranked

1 citations

Lifeng Yu, Shuai Leng, Scott S. Hsieh, Joel G. Fletcher, Cynthia H. McCollough +1 more

Contrast-guided virtual monoenergetic image synthesis via adversarial learning for coronary CT angiography using photon counting detector CT

PubMed(2025)10.1117/12.3047277

N/A

0DataRank · unranked

1 citations

Madeleine Wilson, Emily K. Koons, Hao Gong, Scott S. Hsieh, Lifeng Yu +3 more

Task-specific deep learning-based denoising for UHR cardiac PCD-CT adaptive to imaging conditions and patient characteristics: impact on image quality and clinical diagnosis and quantitative assessment

PubMed(2025)10.1117/12.3047283

N/A

0DataRank · unranked

0 citations

Shaojie Chang, Emily K. Koons, Cynthia H. McCollough, Shuai Leng, Madeleine Wilson

Improving low-contrast liver metastasis detectability in deep-learning CT denoising using adaptive local fusion driven by total uncertainty and predictive mean

PubMed(2025)10.1117/12.3047080

N/A

0DataRank · unranked

0 citations

Shravani Kharat, Shuai Leng, Lifeng Yu, Scott S. Hsieh, Joel G. Fletcher +2 more

Simulating scanner- and algorithm-specific 3D CT noise texture using physics-informed 2D and 2.5D generative neural network models

PubMed(2025)10.1117/12.3047909

N/A

0DataRank · unranked

0 citations

Thomas M. Huber, Timothy Winfree, Scott S. Hsieh, Lifeng Yu, Shuai Leng +2 more

Patient-specific channelized hotelling observer to estimate lesion detectability in CT

PubMed(2025)10.1117/12.3047381

N/A

0DataRank · unranked

0 citations

Jarod Wellinghoff, Cynthia H. McCollough, Lifeng Yu, Zhongxing Zhou

Photon Counting CT: Clinical Applications and Future Developments

IEEE Transactions on Radiation and Plasma Medical Sciences(2020)10.1109/trpms.2020.3020212

N/A

0DataRank · unranked

168 citations

Shuai Leng, Kishore Rajendran, Shengzhen Tao, Cynthia H. McCollough, Scott S. Hsieh

Insertion of hepatic lesions into clinical photon-counting-detector CT projection data

Physics in Medicine and Biology(2025)10.1088/1361-6560/ae0975

N/A

0DataRank · unranked

0 citations

Shravani Kharat, Jarod Wellinghoff, Ahmed O El Sadaney, Joel G. Fletcher, Shaojie Chang +4 more

Deep‐learning‐based direct inversion for material decomposition

Medical Physics(2020)10.1002/mp.14523

N/A

0DataRank · unranked

48 citations

Shengzhen Tao, Kishore Rajendran, Wei Zhou, Cynthia H. McCollough, Shuai Leng +1 more

Cynthia H. McCollough

Indexed papers

Top data-sharing exemplar

Papers