Roberto Lo Gullo

Also affiliated with Columbia University

MedicineBiochemistry, Genetics and Molecular BiologyComputer Science

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 22 papers. Top paper: “MRI-based machine learning radiomics can predict HER2 expression level and pathologic response after neoadjuvant therapy in HER2 overexpressing breast cancer”.

MRI-based machine learning radiomics can predict HER2 expression level and pathologic response after neoadjuvant therapy in HER2 overexpressing breast cancer

EBioMedicine(2020)10.1016/j.ebiom.2020.103042

N/A

0.770DataRank · unranked

169 citations

Peter Gibbs, Carolina Rossi Saccarelli, Isaac Daimiel Naranjo, Roberto Lo Gullo, Michael J. Fox +6 more

Update on DWI for Breast Cancer Diagnosis and Treatment Monitoring

American Journal of Roentgenology(2023)10.2214/ajr.23.29933

N/A

0.581DataRank · unranked

47 citations

Savannah C. Partridge, Hee Jung Shin, Sunitha B. Thakur, Katja Pinker, Roberto Lo Gullo

Yield of flow cytometry in addition to cytology for lymph node sampling in patients with incidental axillary adenopathy without a concurrent diagnosis of primary breast malignancy

Breast Cancer Research and Treatment(2022)10.1007/s10549-021-06473-4

N/A

0.208DataRank · unranked

3 citations

Christophe Cloutier Lambert, Oscar Lin, Maxine S. Jochelson, Donna D’Alessio, Roberto Lo Gullo

Cross-site Validation of AI Segmentation and Harmonization in Breast MRI

Journal of Imaging Informatics in Medicine(2024)10.1007/s10278-024-01266-9

N/A

0.104DataRank · unranked

1 citations

Nicholas J Leotta, Lukas Hirsch, Roberto Lo Gullo, Mary Hughes, Jeffrey S. Reiner +12 more

Radiomics and Machine Learning with Multiparametric Breast MRI for Improved Diagnostic Accuracy in Breast Cancer Diagnosis

Diagnostics(2021)10.3390/diagnostics11060919

N/A

0DataRank · unranked

74 citations

Peter Gibbs, Jeffrey S. Reiner, Roberto Lo Gullo, Caleb Sooknanan, Sunitha B. Thakur +7 more

AI-enhanced breast imaging: Where are we and where are we heading?

European Journal of Radiology(2021)10.1016/j.ejrad.2021.109882

N/A

0DataRank · unranked

68 citations

Isaac Daimiel Naranjo, Roberto Lo Gullo, Carolina Rossi Saccarelli, Katja Pinker, Almir Galvão Vieira Bitencourt

Multidimensional Diffusion Magnetic Resonance Imaging for Characterization of Tissue Microstructure in Breast Cancer Patients: A Prospective Pilot Study

Cancers(2021)10.3390/cancers13071606

N/A

0DataRank · unranked

44 citations

Alexis Reymbaut, Patrik Brynolfsson, Roberto Lo Gullo, Karin Bryskhe, Daniel Topgaard +5 more

Assessing PD-L1 Expression Status Using Radiomic Features from Contrast-Enhanced Breast MRI in Breast Cancer Patients: Initial Results

Cancers(2021)10.3390/cancers13246273

N/A

0DataRank · unranked

31 citations

Hannah Y. Wen, Jeffrey S. Reiner, Raza S. Hoda, Varadan Sevilimedu, Danny F. Martinez +5 more

Breast Lesion Classification with Multiparametric Breast MRI Using Radiomics and Machine Learning: A Comparison with Radiologists’ Performance

Cancers(2022)10.3390/cancers14071743

N/A

0DataRank · unranked

38 citations

Peter Gibbs, Jeffrey S. Reiner, Roberto Lo Gullo, Sunitha B. Thakur, Maxine S. Jochelson +5 more

Limited value of multiparametric MRI with dynamic contrast-enhanced and diffusion-weighted imaging in non-mass enhancing breast tumors

European Journal of Radiology(2022)10.1016/j.ejrad.2022.110523

N/A

0DataRank · unranked

18 citations

Daly Avendaño, Varadan Sevilimedu, Sunitha B. Thakur, Danny F. Martinez, Roberto Lo Gullo +5 more

Differentiation Between Benign and Metastatic Breast Lymph Nodes Using Apparent Diffusion Coefficients

Frontiers in Oncology(2022)10.3389/fonc.2022.795265

N/A

0DataRank · unranked

15 citations

Sunitha B. Thakur, Varadan Sevilimedu, João V. Horvat, Roberto Lo Gullo, Jeffrey S. Reiner +4 more

Artificial Intelligence-Enhanced Breast MRI

Investigative Radiology(2023)10.1097/rli.0000000000001010

N/A

0DataRank · unranked

21 citations

Eric Marcus, Jorge Huayanay, Sarah Eskreis‐Winkler, Sunitha B. Thakur, Jonas Teuwen +2 more

Deuterium MR spectroscopy: potential applications in oncology research

BJR|Open(2023)10.1093/bjro/tzae019

N/A

0DataRank · unranked

4 citations

Arka Bhowmik, Eduardo Flavio De Lacerda Marcal Filho, Roberto Lo Gullo, Yousef Mazaheri, Panagiotis Kapetas +5 more

AI-enhanced Mammography With Digital Breast Tomosynthesis for Breast Cancer Detection: Clinical Value and Comparison With Human Performance

Radiology Imaging Cancer(2024)10.1148/rycan.230149

N/A

0DataRank · unranked

22 citations

Roberto Lo Gullo, Jonas Teuwen, Friedrich Semturs, Johann Hummel, Alexandra Resch +2 more

AI Applications to Breast MRI: Today and Tomorrow

Journal of Magnetic Resonance Imaging(2024)10.1002/jmri.29358

N/A

0DataRank · unranked

16 citations

Joren Brunekreef, Eric Marcus, Lynn Han, Sarah Eskreis‐Winkler, Sunitha B. Thakur +5 more

Assessment of Hypoxia in Breast Cancer: Emerging Functional MR Imaging and Spectroscopy Techniques and Clinical Applications

Journal of Magnetic Resonance Imaging(2024)10.1002/jmri.29424

N/A

0DataRank · unranked

3 citations

Arka Bhowmik, Dibash Basukala, Roberto Lo Gullo, Yousef Mazaheri, Panagiotis Kapetas +4 more

An Optimal Mass Transport Model for the Analysis of DCE-MRI and its Application to Breast Cancer Treatment Response

medRxiv(2024)10.1101/2024.11.05.24316768

N/A

0DataRank · unranked

0 citations

Wei Huang, Amita Shukla‐Dave, Ramesh Paudyal, Roberto Lo Gullo, Marcelina G. Perez +3 more

Combining molecular and imaging metrics in cancer: radiogenomics

Insights into Imaging(2020)10.1186/s13244-019-0795-6

N/A

0DataRank · unranked

181 citations

Isaac Daimiel Naranjo, Elizabeth A. Morris, Katja Pinker, Roberto Lo Gullo

Application of Machine Learning to Breast MR Imaging

Magnetic Resonance in Medical Sciences(2025)10.2463/mrms.rev.2025-0021

N/A

0DataRank · unranked

2 citations

Vivien van Veldhuizen, Tina Roa, Panagiotis Kapetas, Jonas Teuwen, Katja Pinker +1 more

Diagnostic value of diffusion-weighted imaging with synthetic b-values in breast tumors: comparison with dynamic contrast-enhanced and multiparametric MRI

European Radiology(2020)10.1007/s00330-020-07094-z

N/A

0DataRank · unranked

50 citations

Roberto Lo Gullo, Carolina Rossi Saccarelli, Sunitha B. Thakur, Almir Galvão Vieira Bitencourt, Elizabeth A. Morris +5 more

MRI background parenchymal enhancement, fibroglandular tissue, and mammographic breast density in patients with invasive lobular breast cancer on adjuvant endocrine hormonal treatment: associations with survival

Breast Cancer Research(2020)10.1186/s13058-020-01329-z

N/A

0DataRank · unranked

9 citations

Isaac Daimiel Naranjo, Carolina Rossi Saccarelli, Almir Galvão Vieira Bitencourt, Varadan Sevilimedu, Danny F. Martinez +5 more

Improved characterization of sub-centimeter enhancing breast masses on MRI with radiomics and machine learning in BRCA mutation carriers

European Radiology(2020)10.1007/s00330-020-06991-7

N/A

0DataRank · unranked

40 citations

Isaac Daimiel Naranjo, Carolina Rossi Saccarelli, Almir Galvão Vieira Bitencourt, Peter Gibbs, Michael J. Fox +6 more