Works by Aerts, Hugo J. W. L.

Results: 73

Small whole heart volume predicts cardiovascular events in patients with stable chest pain: insights from the PROMISE trial.

Published in:

European Radiology, 2021, v. 31, n. 8, p. 6200, doi. 10.1007/s00330-021-07695-2

By:

Foldyna, Borek;
Zeleznik, Roman;
Eslami, Parastou;
Mayrhofer, Thomas;
Scholtz, Jan-Erik;
Ferencik, Maros;
Bittner, Daniel O.;
Meyersohn, Nandini M.;
Puchner, Stefan B.;
Emami, Hamed;
Pellikka, Patricia A.;
Aerts, Hugo J. W. L.;
Douglas, Pamela S.;
Lu, Michael T.;
Hoffmann, Udo

Publication type:

Article

Density and morphology of coronary artery calcium for the prediction of cardiovascular events: insights from the Framingham Heart Study.

Published in:

2019

By:

Foldyna, Borek;
Eslami, Parastou;
Scholtz, Jan-Erik;
Baltrusaitis, Kristin;
Lu, Michael T.;
Massaro, Joseph M.;
D'Agostino, Ralph B.;
Ferencik, Maros;
Aerts, Hugo J. W. L.;
O'Donnell, Christopher J.;
Hoffmann, Udo;
D'Agostino, Ralph B Sr

Publication type:

journal article

Spatial transformation of multi-omics data unlocks novel insights into cancer biology.

Published in:

eLife, 2023, p. 1, doi. 10.7554/eLife.87133

By:

Sokač, Mateo;
Kjær, Asbjørn;
Dyrskjøt, Lars;
Haibe-Kains, Benjamin;
Aerts, Hugo J. W. L.;
Birkbak, Nicolai J.

Publication type:

Article

Volumetric CT-based segmentation of NSCLC using 3D-Slicer.

Published in:

Scientific Reports, 2013, p. 1, doi. 10.1038/srep03529

By:

Velazquez, Emmanuel Rios;
Parmar, Chintan;
Jermoumi, Mohammed;
Mak, Raymond H.;
van Baardwijk, Angela;
Fennessy, Fiona M.;
Lewis, John H.;
De Ruysscher, Dirk;
Kikinis, Ron;
Lambin, Philippe;
Aerts, Hugo J. W. L.

Publication type:

Article

End-to-end reproducible AI pipelines in radiology using the cloud.

Published in:

Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-51202-2

By:

Bontempi, Dennis;
Nuernberg, Leonard;
Pai, Suraj;
Krishnaswamy, Deepa;
Thiriveedhi, Vamsi;
Hosny, Ahmed;
Mak, Raymond H.;
Farahani, Keyvan;
Kikinis, Ron;
Fedorov, Andrey;
Aerts, Hugo J. W. L.

Publication type:

Article

Associations Between Somatic Mutations and Metabolic Imaging Phenotypes in Non-Small Cell Lung Cancer.

Published in:

Journal of Nuclear Medicine, 2017, v. 58, n. 4, p. 569, doi. 10.2967/jnumed.116.181826

By:

Yip, Stephen S. F.;
John Kim;
Coroller, Thibaud P.;
Parmar, Chintan;
Velazquez, Emmanuel Rios;
Huynh, Elizabeth;
Mak, Raymond H.;
Aerts, Hugo J. W. L.

Publication type:

Article

Disparity Between In Vivo EGFR Expression and <sup> 89</sup>Zr-Labeled Cetuximab Uptake Assessed with PET.

Published in:

Journal of Nuclear Medicine, 2009, v. 50, n. 1, p. 123, doi. 10.2967/jnumed.108.054312

By:

Aerts, Hugo J. W. L.;
Dubois, Ludwig;
Perk, Lars;
Vermaelen, Peter;
van Dongen, Guus A. M. S.;
Wouters, Bradly G.;
Lambin, Philippe

Publication type:

Article

Validation of a Deep Learning–Based Model to Predict Lung Cancer Risk Using Chest Radiographs and Electronic Medical Record Data.

Published in:

JAMA Network Open, 2022, v. 5, n. 12, p. e2248793, doi. 10.1001/jamanetworkopen.2022.48793

By:

Raghu, Vineet K.;
Walia, Anika S.;
Zinzuwadia, Aniket N.;
Goiffon, Reece J.;
Shepard, Jo-Anne O.;
Aerts, Hugo J. W. L.;
Lennes, Inga T.;
Lu, Michael T.

Publication type:

Article

Radiomics performs comparable to morphologic assessment by expert radiologists for prediction of response to neoadjuvant chemoradiotherapy on baseline staging MRI in rectal cancer.

Published in:

Abdominal Radiology, 2020, v. 45, n. 3, p. 632, doi. 10.1007/s00261-019-02321-8

By:

van Griethuysen, Joost J. M.;
Lambregts, Doenja M. J.;
Trebeschi, Stefano;
Lahaye, Max J.;
Bakers, Frans C. H.;
Vliegen, Roy F. A.;
Beets, Geerard L.;
Aerts, Hugo J. W. L.;
Beets-Tan, Regina G. H.

Publication type:

Article

Robustness and reproducibility for AI learning in biomedical sciences: RENOIR.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-51381-4

By:

Barberis, Alessandro;
Aerts, Hugo J. W. L.;
Buffa, Francesca M.

Publication type:

Article

Development of a Prognostic AI-Monitor for Metastatic Urothelial Cancer Patients Receiving Immunotherapy.

Published in:

Frontiers in Oncology, 2021, v. 11, p. N.PAG, doi. 10.3389/fonc.2021.637804

By:

Trebeschi, Stefano;
Bodalal, Zuhir;
van Dijk, Nick;
Boellaard, Thierry N.;
Apfaltrer, Paul;
Tareco Bucho, Teresa M.;
Nguyen-Kim, Thi Dan Linh;
van der Heijden, Michiel S.;
Aerts, Hugo J. W. L.;
Beets-Tan, Regina G. H.

Publication type:

Article

Prognostic Value of Deep Learning-Mediated Treatment Monitoring in Lung Cancer Patients Receiving Immunotherapy.

Published in:

Frontiers in Oncology, 2021, p. N.PAG, doi. 10.3389/fonc.2021.609054

By:

Trebeschi, Stefano;
Bodalal, Zuhir;
Boellaard, Thierry N.;
Tareco Bucho, Teresa M.;
Drago, Silvia G.;
Kurilova, Ieva;
Calin-Vainak, Adriana M.;
Delli Pizzi, Andrea;
Muller, Mirte;
Hummelink, Karlijn;
Hartemink, Koen J.;
Nguyen-Kim, Thi Dan Linh;
Smit, Egbert F.;
Aerts, Hugo J. W. L.;
Beets-Tan, Regina G. H.

Publication type:

Article

Artificial intelligence in cancer imaging: Clinical challenges and applications.

Published in:

2019

By:

Bi, Wenya Linda;
Hosny, Ahmed;
Schabath, Matthew B.;
Giger, Maryellen L.;
Birkbak, Nicolai J.;
Mehrtash, Alireza;
Allison, Tavis;
Arnaout, Omar;
Abbosh, Christopher;
Dunn, Ian F.;
Mak, Raymond H.;
Tamimi, Rulla M.;
Tempany, Clare M.;
Swanton, Charles;
Hoffmann, Udo;
Schwartz, Lawrence H.;
Gillies, Robert J.;
Huang, Raymond Y.;
Aerts, Hugo J. W. L.

Publication type:

journal article

Skeletal muscle adiposity, coronary microvascular dysfunction, and adverse cardiovascular outcomes.

Published in:

European Heart Journal, 2025, v. 46, n. 12, p. 1112, doi. 10.1093/eurheartj/ehae827

By:

Souza, Ana Carolina do A H;
Troschel, Amelie S;
Marquardt, Jan P;
Hadžić, Ibrahim;
Foldyna, Borek;
Moura, Filipe A;
Hainer, Jon;
Divakaran, Sanjay;
Blankstein, Ron;
Dorbala, Sharmila;
Carli, Marcelo F Di;
Aerts, Hugo J W L;
Lu, Michael T;
Fintelmann, Florian J;
Taqueti, Viviany R

Publication type:

Article

Proceedings of the fourth international molecular pathological epidemiology (MPE) meeting.

Published in:

2019

By:

Campbell, Peter T.;
Ambrosone, Christine B.;
Nishihara, Reiko;
Aerts, Hugo J. W. L.;
Bondy, Melissa;
Chatterjee, Nilanjan;
Garcia-Closas, Montserrat;
Giannakis, Marios;
Golden, Jeffrey A.;
Heng, Yujing J.;
Kip, N. Sertac;
Koshiol, Jill;
Liu, X. Shirley;
Lopes-Ramos, Camila M.;
Mucci, Lorelei A.;
Nowak, Jonathan A.;
Phipps, Amanda I.;
Quackenbush, John;
Schoen, Robert E.;
Sholl, Lynette M.

Publication type:

journal article

DICOM re‐encoding of volumetrically annotated Lung Imaging Database Consortium (LIDC) nodules.

Published in:

Medical Physics, 2020, v. 47, n. 12, p. 1, doi. 10.1002/mp.14806

By:

Fedorov, Andrey;
Hancock, Matthew;
Clunie, David;
Brochhausen, Mathias;
Bona, Jonathan;
Kirby, Justin;
Freymann, John;
Pieper, Steve;
Aerts, Hugo J. W. L.;
Kikinis, Ron;
Prior, Fred

Publication type:

Article

DICOM re‐encoding of volumetrically annotated Lung Imaging Database Consortium (LIDC) nodules.

Published in:

Medical Physics, 2020, v. 47, n. 11, p. 5953, doi. 10.1002/mp.14445

By:

Fedorov, Andrey;
Hancock, Matthew;
Clunie, David;
Brochhausen, Mathias;
Bona, Jonathan;
Kirby, Justin;
Freymann, John;
Pieper, Steve;
J. W. L. Aerts, Hugo;
Kikinis, Ron;
Prior, Fred

Publication type:

Article

Erratum: Semi‐automated pulmonary nodule interval segmentation using the NLST data.

Published in:

2018

By:

Balagurunathan, Yoganand;
Beers, Andrew;
Kalpathy‐Cramer, Jayashree;
McNitt‐Gray, Michael;
Hadjiiski, Lubomir;
Zhao, Bensheng;
Zhu, Jianguo;
Yang, Hao;
Yip, Stephen S. F.;
Aerts, Hugo J. W. L.;
Napel, Sandy;
Cherezov, Dmitrii;
Cha, Kenny;
Chan, Heang‐Ping;
Flores, Carlos;
Garcia, Alberto;
Gillies, Robert;
Goldgof, Dmitry

Publication type:

Correction Notice

Semi‐automated pulmonary nodule interval segmentation using the NLST data.

Published in:

Medical Physics, 2018, v. 45, n. 3, p. 1093, doi. 10.1002/mp.12766

By:

Balagurunathan, Yoganand;
Beers, Andrew;
Kalpathy‐Cramer, Jayashree;
McNitt‐Gray, Michael;
Hadjiiski, Lubomir;
Zhao, Bensheng;
Zhu, Jiangguo;
Yang, Hao;
Yip, Stephen S. F.;
Aerts, Hugo J. W. L.;
Napel, Sandy;
Cherezov, Dmitrii;
Cha, Kenny;
Chan, Heang‐Ping;
Flores, Carlos;
Garcia, Alberto;
Gillies, Robert;
Goldgof, Dmitry

Publication type:

Article

Hypoxia-Related Radiomics and Immunotherapy Response: A Multicohort Study of Non-Small Cell Lung Cancer.

Published in:

JNCI Cancer Spectrum, 2021, v. 5, n. 4, p. 1, doi. 10.1093/jncics/pkab048

By:

Tunali, Ilke;
Tan, Yan;
Gray, Jhanelle E;
Katsoulakis, Evangelia;
Eschrich, Steven A;
Saller, James;
Aerts, Hugo J W L;
Boyle, Theresa;
Qi, Jin;
Guvenis, Albert;
Gillies, Robert J;
Schabath, Matthew B

Publication type:

Article

Associations of Radiomic Data Extracted from Static and Respiratory-Gated CT Scans with Disease Recurrence in Lung Cancer Patients Treated with SBRT.

Published in:

PLoS ONE, 2017, v. 12, n. 1, p. 1, doi. 10.1371/journal.pone.0169172

By:

Huynh, Elizabeth;
Coroller, Thibaud P.;
Narayan, Vivek;
Agrawal, Vishesh;
Romano, John;
Franco, Idalid;
Parmar, Chintan;
Hou, Ying;
Mak, Raymond H.;
Aerts, Hugo J. W. L.

Publication type:

Article

Changes in Length and Complexity of Clinical Practice Guidelines in Oncology, 1996-2019.

Published in:

JAMA Network Open, 2020, v. 3, n. 3, p. e200841, doi. 10.1001/jamanetworkopen.2020.0841

By:

Kann, Benjamin H.;
Johnson, Skyler B.;
Aerts, Hugo J. W. L.;
Mak, Raymond H.;
Nguyen, Paul L.

Publication type:

Article

Deep Learning to Assess Long-term Mortality From Chest Radiographs.

Published in:

JAMA Network Open, 2019, v. 2, n. 7, p. e197416, doi. 10.1001/jamanetworkopen.2019.7416

By:

Lu, Michael T.;
Ivanov, Alexander;
Mayrhofer, Thomas;
Hosny, Ahmed;
Aerts, Hugo J. W. L.;
Hoffmann, Udo

Publication type:

Article

Multimodal deep learning improves recurrence risk prediction in pediatric low-grade gliomas.

Published in:

Neuro-Oncology, 2025, v. 27, n. 1, p. 277, doi. 10.1093/neuonc/noae173

By:

Mahootiha, Maryamalsadat;
Tak, Divyanshu;
Ye, Zezhong;
Zapaishchykova, Anna;
Likitlersuang, Jirapat;
Pardo, Juan Carlos Climent;
Boyd, Aidan;
Vajapeyam, Sridhar;
Chopra, Rishi;
Prabhu, Sanjay P;
Liu, Kevin X;
Elhalawani, Hesham;
Nabavizadeh, Ali;
Familiar, Ariana;
Mueller, Sabine;
Aerts, Hugo J W L;
Bandopadhayay, Pratiti;
Ligon, Keith L;
Haas-Kogan, Daphne;
Poussaint, Tina Y

Publication type:

Article

T-staging pulmonary oncology from radiological reports using natural language processing: translating into a multi-language setting.

Published in:

Insights into Imaging, 2021, v. 12, n. 1, p. 1, doi. 10.1186/s13244-021-01018-1

By:

Nobel, J. Martijn;
Puts, Sander;
Weiss, Jakob;
Aerts, Hugo J. W. L.;
Mak, Raymond H.;
Robben, Simon G. F.;
Dekker, André L. A. J.

Publication type:

Article

Radiographic prediction of meningioma grade by semantic and radiomic features.

Published in:

PLoS ONE, 2017, v. 12, n. 11, p. 1, doi. 10.1371/journal.pone.0187908

By:

Coroller, Thibaud P.;
Huynh, Elizabeth;
Aizer, Ayal A.;
Parmar, Chintan;
Narayan, Vivek;
Alexander, Brian M.;
Aerts, Hugo J. W. L.;
Greenwald, Noah F.;
Wu, Winona W.;
Miranda de Moura, Samuel;
Gupta, Saksham;
Al-Mefty, Ossama;
Dunn, Ian F.;
Bi, Wenya Linda;
Beroukhim, Rameen;
Santagata, Sandro;
Abedalthagafi, Malak;
Wen, Patrick Y.;
Huang, Raymond Y.

Publication type:

Article

Application of the 3D slicer chest imaging platform segmentation algorithm for large lung nodule delineation.

Published in:

PLoS ONE, 2017, v. 12, n. 6, p. 1, doi. 10.1371/journal.pone.0178944

By:

Yip, Stephen S. F.;
Parmar, Chintan;
Blezek, Daniel;
Estepar, Raul San Jose;
Pieper, Steve;
Kim, John;
Aerts, Hugo J. W. L.

Publication type:

Article

Lymph node volume predicts survival but not nodal clearance in Stage IIIA-IIIB NSCLC.

Published in:

PLoS ONE, 2017, v. 12, n. 4, p. 1, doi. 10.1371/journal.pone.0174268

By:

Agrawal, Vishesh;
Coroller, Thibaud P.;
Hou, Ying;
Lee, Stephanie W.;
Romano, John L.;
Baldini, Elizabeth H.;
Chen, Aileen B.;
Kozono, David;
Swanson, Scott J.;
Wee, Jon O.;
Aerts, Hugo J. W. L.;
Mak, Raymond H.

Publication type:

Article

Clinical variables and magnetic resonance imaging‐based radiomics predict human papillomavirus status of oropharyngeal cancer.

Published in:

Head & Neck, 2021, v. 43, n. 2, p. 485, doi. 10.1002/hed.26505

By:

Bos, Paula;
Brekel, Michiel W. M.;
Gouw, Zeno A. R.;
Al‐Mamgani, Abrahim;
Waktola, Selam;
Aerts, Hugo J. W. L.;
Beets‐Tan, Regina G. H.;
Castelijns, Jonas A.;
Jasperse, Bas

Publication type:

Article

PET imaging of hypoxia using [<sup>18</sup>F]HX4: a phase I trial.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2010, v. 37, n. 9, p. 1663, doi. 10.1007/s00259-010-1437-x

By:

van Loon, Judith;
Janssen, Marco H. M.;
Öllers, Michel;
Aerts, Hugo J. W. L.;
Dubois, Ludwig;
Hochstenbag, Monique;
Dingemans, Anne-Marie C.;
Lalisang, Roy;
Brans, Boudewijn;
Windhorst, Bert;
Dongen, Guus A.;
Kolb, Hartmuth;
Zhang, James;
De Ruysscher, Dirk;
Lambin, Philippe

Publication type:

Article

PharmacoGx: an R package for analysis of large pharmacogenomic datasets.

Published in:

Bioinformatics, 2016, v. 32, n. 8, p. 1244, doi. 10.1093/bioinformatics/btv723

By:

Smirnov, Petr;
Safikhani, Zhaleh;
El-Hachem, Nehme;
Dong Wang;
She, Adrian;
Olsen, Catharina;
Freeman, Mark;
Selby, Heather;
Gendoo, Deena M. A.;
Grossmann, Patrick;
Beck, Andrew H.;
Aerts, Hugo J. W. L.;
Lupien, Mathieu;
Goldenberg, Anna;
Haibe-Kains, Benjamin

Publication type:

Article

diXa: a data infrastructure for chemical safety assessment.

Published in:

2015

By:

Hendrickx, Diana M.;
Aerts, Hugo J. W. L.;
Caiment, Florian;
Clark, Dominic;
Ebbels, Timothy M. D.;
Evelo, Chris T.;
Gmuender, Hans;
Hebels, Dennie G. A. J.;
Herwig, Ralf;
Hescheler, Jürgen;
Jennen, Danyel G. J.;
Jetten, Marlon J. A.;
Kanterakis, Stathis;
Keun, Hector C.;
Matser, Vera;
Overington, John P.;
Pilicheva, Ekaterina;
Sarkans, Ugis;
Segura-Lepe, Marcelo P.;
Sotiriadou, Isaia

Publication type:

Product Review

Evaluating the ChatGPT family of models for biomedical reasoning and classification.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 4, p. 940, doi. 10.1093/jamia/ocad256

By:

Chen, Shan;
Li, Yingya;
Lu, Sheng;
Van, Hoang;
Aerts, Hugo J W L;
Savova, Guergana K;
Bitterman, Danielle S

Publication type:

Article

Repeatability of Multiparametric Prostate MRI Radiomics Features.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-45766-z

By:

Schwier, Michael;
van Griethuysen, Joost;
Vangel, Mark G.;
Pieper, Steve;
Peled, Sharon;
Tempany, Clare;
Aerts, Hugo J. W. L.;
Kikinis, Ron;
Fennessy, Fiona M.;
Fedorov, Andriy

Publication type:

Article

What Does DALL-E 2 Know About Radiology?

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/43110

By:

Adams, Lisa C;
Busch, Felix;
Truhn, Daniel;
Makowski, Marcus R;
Aerts, Hugo J W L;
Bressem, Keno K

Publication type:

Article

The impact of quantitative CT-based tumor volumetric features on the outcomes of patients with limited stage small cell lung cancer.

Published in:

2020

By:

Kamran, Sophia C.;
Coroller, Thibaud;
Milani, Nastaran;
Agrawal, Vishesh;
Baldini, Elizabeth H.;
Chen, Aileen B.;
Johnson, Bruce E.;
Kozono, David;
Franco, Idalid;
Chopra, Nitish;
Zeleznik, Roman;
Aerts, Hugo J. W. L.;
Mak, Raymond

Publication type:

journal article

Artificial intelligence research in radiation oncology: a practical guide for the clinician on concepts and methods.

Published in:

BJR Open, 2024, v. 6, n. 1, p. 1, doi. 10.1093/bjro/tzae039

By:

Hoebers, Frank J P;
Wee, Leonard;
Likitlersuang, Jirapat;
Mak, Raymond H;
Bitterman, Danielle S;
Huang, Yanqi;
Dekker, Andre;
Aerts, Hugo J W L;
Kann, Benjamin H

Publication type:

Article

Outcomes by tumor histology and KRAS mutation status after lung stereotactic body radiation therapy for early-stage non-small-cell lung cancer.

Published in:

2015

By:

Mak, Raymond H;
Hermann, Gretchen;
Lewis, John H;
Aerts, Hugo J W L;
Baldini, Elizabeth H;
Chen, Aileen B;
Colson, Yolonda L;
Hacker, Fred H;
Kozono, David;
Wee, Jon O;
Chen, Yu-Hui;
Catalano, Paul J;
Wong, Kwok-Kin;
Sher, David J

Publication type:

journal article

Outcomes by Tumor Histology and KRAS Mutation Status After Lung Stereotactic Body Radiation Therapy for Early-Stage Non--Small-Cell Lung Cancer.

Published in:

Clinical Lung Cancer, 2015, v. 16, n. 1, p. 24, doi. 10.1016/j.cllc.2014.09.005

By:

Mak, Raymond H.;
Hermann, Gretchen;
Lewis, John H.;
Aerts, Hugo J. W. L.;
Baldini, Elizabeth H.;
Chen, Aileen B.;
Colson, Yolonda L.;
Hacker, Fred H.;
Kozono, David;
Wee, Jon O.;
Yu-Hui Chen;
Catalano, Paul J.;
Kwok-Kin Wong;
Sher, David J.

Publication type:

Article

Growth in eligibility criteria content and failure to accrue among National Cancer Institute (NCI)‐affiliated clinical trials.

Published in:

Cancer Medicine, 2023, v. 12, n. 4, p. 4715, doi. 10.1002/cam4.5276

By:

Peterson, John S.;
Plana, Deborah;
Bitterman, Danielle S.;
Johnson, Skyler Bryce;
Aerts, Hugo J. W. L.;
Kann, Benjamin Harris

Publication type:

Article

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach.

Published in:

Nature Communications, 2014, v. 5, n. 6, p. 4006, doi. 10.1038/ncomms5006

By:

Aerts, Hugo J. W. L.;
Velazquez, Emmanuel Rios;
Leijenaar, Ralph T. H.;
Parmar, Chintan;
Grossmann, Patrick;
Cavalho, Sara;
Bussink, Johan;
Monshouwer, René;
Haibe-Kains, Benjamin;
Rietveld, Derek;
Hoebers, Frank;
Rietbergen, Michelle M.;
Leemans, C. René;
Dekker, Andre;
Quackenbush, John;
Gillies, Robert J.;
Lambin, Philippe

Publication type:

Article

Peritumoral radiomics features predict distant metastasis in locally advanced NSCLC.

Published in:

PLoS ONE, 2018, v. 13, n. 11, p. 1, doi. 10.1371/journal.pone.0206108

By:

Dou, Tai H.;
Coroller, Thibaud P.;
van Griethuysen, Joost J. M.;
Mak, Raymond H.;
Aerts, Hugo J. W. L.

Publication type:

Article

Quantitative imaging of cancer in the postgenomic era: Radio(geno)mics, deep learning, and habitats.

Published in:

2018

By:

Napel, Sandy;
Mu, Wei;
Jardim‐Perassi, Bruna V.;
Aerts, Hugo J. W. L.;
Gillies, Robert J.;
Jardim-Perassi, Bruna V

Publication type:

journal article

Sensitivity study of voxel-based PET image comparison to image registration algorithms.

Published in:

Medical Physics, 2014, v. 41, n. 11, p. 1, doi. 10.1118/1.4898125

By:

Yip, Stephen;
Chen, Aileen B.;
Aerts, Hugo J. W. L.;
Berbeco, Ross

Publication type:

Article

Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-45486-5

By:

Mateus, Pedro;
Volmer, Leroy;
Wee, Leonard;
Aerts, Hugo J. W. L.;
Hoebers, Frank;
Dekker, Andre;
Bermejo, Inigo

Publication type:

Article

Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-45486-5

By:

Mateus, Pedro;
Volmer, Leroy;
Wee, Leonard;
Aerts, Hugo J. W. L.;
Hoebers, Frank;
Dekker, Andre;
Bermejo, Inigo

Publication type:

Article

Large language models to identify social determinants of health in electronic health records.

Published in:

NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-023-00970-0

By:

Guevara, Marco;
Chen, Shan;
Thomas, Spencer;
Chaunzwa, Tafadzwa L.;
Franco, Idalid;
Kann, Benjamin H.;
Moningi, Shalini;
Qian, Jack M.;
Goldstein, Madeleine;
Harper, Susan;
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