Gilmer Valdés

3.5k total citations · 1 hit paper
59 papers, 2.0k citations indexed

About

Gilmer Valdés is a scholar working on Radiology, Nuclear Medicine and Imaging, Radiation and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Gilmer Valdés has authored 59 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Radiology, Nuclear Medicine and Imaging, 30 papers in Radiation and 22 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Gilmer Valdés's work include Advanced Radiotherapy Techniques (30 papers), Radiomics and Machine Learning in Medical Imaging (21 papers) and Lung Cancer Diagnosis and Treatment (12 papers). Gilmer Valdés is often cited by papers focused on Advanced Radiotherapy Techniques (30 papers), Radiomics and Machine Learning in Medical Imaging (21 papers) and Lung Cancer Diagnosis and Treatment (12 papers). Gilmer Valdés collaborates with scholars based in United States, Canada and Netherlands. Gilmer Valdés's co-authors include Timothy D. Solberg, Olivier Morin, Charles B. Simone, Vasant Kearney, Ryan Scheuermann, Maria F. Chan, Lyle Ungar, Sue S. Yom, Alon Witztum and José Marcio Luna and has published in prestigious journals such as Proceedings of the National Academy of Sciences, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Gilmer Valdés

56 papers receiving 1.9k 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.

Artificial intelligence and machine learning for medical imaging: A technology review

2021 236 citations Ana María Barragán Montero, Umair Javaid et al. Physica Medica profile →

Peers

Countries citing papers authored by Gilmer Valdés

Since Specialization

Citations

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

Fields of papers citing papers by Gilmer Valdés

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Gilmer Valdés

This figure shows the co-authorship network connecting the top 25 collaborators of Gilmer Valdés. A scholar is included among the top collaborators of Gilmer Valdés 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 Gilmer Valdés. Gilmer Valdés is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Analysis of Clinical Criteria for Discharge Among Patients Hospitalized for COVID-19: Development and Validation of a Risk Prediction Model 2024 ·Journal of General Internal Medicine ·Jeffrey L. Schnipper, (unknown), Colin C. Hubbard, (unknown), (unknown), Nader Najafi, Gilmer Valdés, Zishan K. Siddiqui, (unknown), Leora I. Horwitz, Tiffany Lee, (unknown)	3
2	The Accuracy of Artificial Intelligence ChatGPT in Oncology Examination Questions 2024 ·Journal of the American College of Radiology ·Ronald Chow, Shaakir Hasan, (unknown), Chenxi Gao, Gilmer Valdés, Francis T. S. Yu, Arpit M. Chhabra, Srinivas Raman, J. Isabelle Choi, Haibo Lin, (unknown)	10
3	A Machine Learning Framework Integrating Electronic Health Records for Survival Prognostication in Cervix Cancer 2023 ·International Journal of Radiation OncologyBiologyPhysics ·(unknown), Katie Lichter, Emi Yoshida, J. Adam M. Cunha, I.-Chow Hsu, Gilmer Valdés	1
4	A unified path seeking algorithm for IMRT and IMPT beam orientation optimization 2023 ·Physics in Medicine and Biology ·(unknown), Gilmer Valdés, Daniel O’Connor, Ke Sheng	0
5	Multi-institutional Development and External Validation of a Machine Learning Model for the Prediction of Distant Metastasis in Patients Treated by Salvage Radiotherapy for Biochemical Failure After Radical Prostatectomy 2023 ·European Urology Focus ·(unknown), Derya Tilki, Jean Feng, Hartwig Huland, Markus Graefen, Thomas Wiegel, Dirk Böhmer, Julian C. Hong, Gilmer Valdés, Janet E. Cowan, Matthew R. Cooperberg, Felix Y. Feng, (unknown), Mohamed Shelan, Anthony V. D’Amico, Peter R. Carroll, Osama Mohamad	3
6	Predicting successful clinical candidates for fiducial‐free lung tumor tracking with a deep learning binary classification model 2023 ·Journal of Applied Clinical Medical Physics ·M. Lafrenière, Gilmer Valdés, Martina Descovich	3
7	Artificial Intelligence in Radiation Oncology and Biomedical Physics 2023 ·Gilmer Valdés, Lei Xing	2
8	Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency 2022 ·Physics in Medicine and Biology ·Ana María Barragán Montero, Adrien Bibal, (unknown), (unknown), Gilmer Valdés, Dan Nguyen, Siri Willems, Liesbeth Vandewinckele, Mats Holmström, Fredrik Löfman, Kevin Souris, Edmond Sterpin, John A. Lee	48
9	NSMCE2, a novel super-enhancer-regulated gene, is linked to poor prognosis and therapy resistance in breast cancer 2022 ·BMC Cancer ·(unknown), (unknown), (unknown), (unknown), Gilmer Valdés, Paola Betancur	7
10	Prospective Clinical Validation of Virtual Patient-Specific Quality Assurance of Volumetric Modulated Arc Therapy Radiation Therapy Plans 2022 ·International Journal of Radiation OncologyBiologyPhysics ·(unknown), (unknown), Olivier Morin, Gilmer Valdés, Alon Witztum	24
11	Artificial intelligence and machine learning for medical imaging: A technology review breakdown → 2021 ·Physica Medica ·Ana María Barragán Montero, Umair Javaid, Gilmer Valdés, Dan Nguyen, Paul Desbordes, Benoît Macq, Siri Willems, Liesbeth Vandewinckele, Mats Holmström, Fredrik Löfman, Steven Michiels, Kevin Souris, Edmond Sterpin, John A. Lee	236
12	Salvage High-Dose-Rate Brachytherapy for Recurrent Prostate Cancer After Definitive Radiation 2021 ·Practical Radiation Oncology ·Susan Wu, Anthony Wong, Katsuto Shinohara, Mack Roach, J. Adam M. Cunha, Gilmer Valdés, I‐Chow Hsu	10
13	A situational awareness Bayesian network approach for accurate and credible personalized adaptive radiotherapy outcomes prediction in lung cancer patients 2021 ·Physica Medica ·Yi Luo, Shruti Jolly, David A. Palma, Theodore S. Lawrence, H. Eric Tseng, Gilmer Valdés, Daniel L. McShan, Randall K. Ten Haken, Issam El Naqa	12
14	Building more accurate decision trees with the additive tree 2019 ·Proceedings of the National Academy of Sciences ·José Marcio Luna, Efstathios D. Gennatas, Lyle Ungar, Eric Eaton, Eric S. Diffenderfer, Shane T. Jensen, Charles B. Simone, Jerome H. Friedman, Timothy D. Solberg, Gilmer Valdés	50
15	Training Deep Learning models with small datasets. 2019 ·arXiv (Cornell University) ·(unknown), Yannet Interian, Timothy D. Solberg, Gilmer Valdés	7
16	Predicting radiation pneumonitis in locally advanced stage II–III non-small cell lung cancer using machine learning 2019 ·Radiotherapy and Oncology ·José Marcio Luna, Hann‐Hsiang Chao, Eric S. Diffenderfer, Gilmer Valdés, C. Chinniah, X. Grace, Keith A. Cengel, Timothy D. Solberg, Abigail T. Berman, Charles B. Simone	69
17	MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine 2016 ·Scientific Reports ·Gilmer Valdés, José Marcio Luna, Eric Eaton, Charles B. Simone, Lyle Ungar, Timothy D. Solberg	75
18	Using machine learning to predict radiation pneumonitis in patients with stage I non-small cell lung cancer treated with stereotactic body radiation therapy 2016 ·Physics in Medicine and Biology ·Gilmer Valdés, Timothy D. Solberg, (unknown), Lyle Ungar, Charles B. Simone	78
19	Use of TrueBeam developer mode for imaging QA 2015 ·Journal of Applied Clinical Medical Physics ·Gilmer Valdés, Olivier Morin, (unknown), (unknown), Jean Pouliot, Cynthia Chuang	30
20	Re-evaluation of cellular radiosensitization by 5-fluorouracil: High-dose, pulsed administration is effective and preferable to conventional low-dose, chronic administration 2013 ·International Journal of Radiation Biology ·Gilmer Valdés, Keisuke S. Iwamoto	7

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.

Explore authors with similar magnitude of impact