Works matching AU Bizzo, Bernardo C.

Results: 16

Validation pipeline for machine learning algorithm assessment for multiple vendors.

Published in:

PLoS ONE, 2022, v. 17, n. 4, p. 1, doi. 10.1371/journal.pone.0267213

By:

Bizzo, Bernardo C.;
Ebrahimian, Shadi;
Walters, Mark E.;
Michalski, Mark H.;
Andriole, Katherine P.;
Dreyer, Keith J.;
Kalra, Mannudeep K.;
Alkasab, Tarik;
Digumarthy, Subba R.

Publication type:

Article

Evaluation of an Artificial Intelligence Model for Detection of Pneumothorax and Tension Pneumothorax in Chest Radiographs.

Published in:

JAMA Network Open, 2022, v. 5, n. 12, p. e2247172, doi. 10.1001/jamanetworkopen.2022.47172

By:

Hillis, James M.;
Bizzo, Bernardo C.;
Mercaldo, Sarah;
Chin, John K.;
Newbury-Chaet, Isabella;
Digumarthy, Subba R.;
Gilman, Matthew D.;
Muse, Victorine V.;
Bottrell, Georgie;
Seah, Jarrel C.Y.;
Jones, Catherine M.;
Kalra, Mannudeep K.;
Dreyer, Keith J.

Publication type:

Article

Association of Artificial Intelligence–Aided Chest Radiograph Interpretation With Reader Performance and Efficiency.

Published in:

JAMA Network Open, 2022, v. 5, n. 9, p. e2229289, doi. 10.1001/jamanetworkopen.2022.29289

By:

Ahn, Jong Seok;
Ebrahimian, Shadi;
McDermott, Shaunagh;
Lee, Sanghyup;
Naccarato, Laura;
Di Capua, John F.;
Wu, Markus Y.;
Zhang, Eric W.;
Muse, Victorine;
Miller, Benjamin;
Sabzalipour, Farid;
Bizzo, Bernardo C.;
Dreyer, Keith J.;
Kaviani, Parisa;
Digumarthy, Subba R.;
Kalra, Mannudeep K.

Publication type:

Article

Neuropsychiatric Lupus: Classification Criteria in Neuroimaging Studies.

Published in:

Canadian Journal of Neurological Sciences, 2013, v. 40, n. 3, p. 284, doi. 10.1017/S0317167100014219

By:

Netto, Tania M.;
Zimmermann, Nicolle;
Rueda-Lopes, Fernanda;
Bizzo, Bernardo C.;
Fonseca, Rochele P.;
Gasparetto, Emerson L.

Publication type:

Article

Head CT deep learning model is highly accurate for early infarct estimation.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-27496-5

By:

Gauriau, Romane;
Bizzo, Bernardo C.;
Comeau, Donnella S.;
Hillis, James M.;
Bridge, Christopher P.;
Chin, John K.;
Pawar, Jayashri;
Pourvaziri, Ali;
Sesic, Ivana;
Sharaf, Elshaimaa;
Cao, Jinjin;
Noro, Flavia T. C.;
Wiggins, Walter F.;
Caton, M. Travis;
Kitamura, Felipe;
Dreyer, Keith J.;
Kalafut, John F.;
Andriole, Katherine P.;
Pomerantz, Stuart R.;
Gonzalez, Ramon G.

Publication type:

Article

Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome.

Published in:

Journal of Digital Imaging, 2021, v. 34, n. 2, p. 320, doi. 10.1007/s10278-021-00430-9

By:

Homayounieh, Fatemeh;
Bezerra Cavalcanti Rockenbach, Marcio Aloisio;
Ebrahimian, Shadi;
Doda Khera, Ruhani;
Bizzo, Bernardo C.;
Buch, Varun;
Babaei, Rosa;
Karimi Mobin, Hadi;
Mohseni, Iman;
Mitschke, Matthias;
Zimmermann, Mathis;
Durlak, Felix;
Rauch, Franziska;
Digumarthy, Subba R;
Kalra, Mannudeep K.

Publication type:

Article

Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets.

Published in:

Journal of Digital Imaging, 2020, v. 33, n. 3, p. 747, doi. 10.1007/s10278-019-00308-x

By:

Gauriau, Romane;
Bridge, Christopher;
Chen, Lina;
Kitamura, Felipe;
Tenenholtz, Neil A.;
Kirsch, John E.;
Andriole, Katherine P.;
Michalski, Mark H.;
Bizzo, Bernardo C.

Publication type:

Article

Detection of idiopathic normal pressure hydrocephalus on head CT using a deep convolutional neural network.

Published in:

Neural Computing & Applications, 2023, v. 35, n. 13, p. 9907, doi. 10.1007/s00521-023-08225-5

By:

Haber, Matthew A.;
Biondetti, Giorgio P.;
Gauriau, Romane;
Comeau, Donnella S.;
Chin, John K.;
Bizzo, Bernardo C.;
Strout, Julia;
Golby, Alexandra J.;
Andriole, Katherine P.

Publication type:

Article

Evaluation of an Artificial Intelligence Model for Identification of Mass Effect and Vasogenic Edema on CT of the Head.

Published in:

American Journal of Neuroradiology, 2024, v. 45, n. 10, p. 1528, doi. 10.3174/ajnr.A8358

By:

Newbury-Chaet, Isabella;
Mercaldo, Sarah F.;
Chin, John K.;
Ghatak, Ankita;
Halle, Madeleine A.;
MacDonald, Ashley L.;
Buch, Karen;
Conklin, John;
Mehan Jr., William A.;
Pomerantz, Stuart;
Rincon, Sandra;
Dreyer, Keith J.;
Bizzo, Bernardo C.;
Hillis, James M.

Publication type:

Article

The lucent yet opaque challenge of regulating artificial intelligence in radiology.

Published in:

NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01071-2

By:

Hillis, James M.;
Visser, Jacob J.;
Cliff, Edward R. Scheffer;
van der Geest – Aspers, Kelly;
Bizzo, Bernardo C.;
Dreyer, Keith J.;
Adams-Prassl, Jeremias;
Andriole, Katherine P.

Publication type:

Article

Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-020-79470-0

By:

Ebrahimian, Shadi;
Homayounieh, Fatemeh;
Rockenbach, Marcio A. B. C.;
Putha, Preetham;
Raj, Tarun;
Dayan, Ittai;
Bizzo, Bernardo C.;
Buch, Varun;
Wu, Dufan;
Kim, Kyungsang;
Li, Quanzheng;
Digumarthy, Subba R.;
Kalra, Mannudeep K.

Publication type:

Article

Auto-Detection of Motion Artifacts on CT Pulmonary Angiograms with a Physician-Trained AI Algorithm.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 4, p. 778, doi. 10.3390/diagnostics13040778

By:

Dasegowda, Giridhar;
Bizzo, Bernardo C.;
Kaviani, Parisa;
Karout, Lina;
Ebrahimian, Shadi;
Digumarthy, Subba R.;
Neumark, Nir;
Hillis, James M.;
Kalra, Mannudeep K.;
Dreyer, Keith J.

Publication type:

Article

Frequency of Missed Findings on Chest Radiographs (CXRs) in an International, Multicenter Study: Application of AI to Reduce Missed Findings.

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 10, p. 2382, doi. 10.3390/diagnostics12102382

By:

Kaviani, Parisa;
Kalra, Mannudeep K.;
Digumarthy, Subba R.;
Gupta, Reya V.;
Dasegowda, Giridhar;
Jagirdar, Ammar;
Gupta, Salil;
Putha, Preetham;
Mahajan, Vidur;
Reddy, Bhargava;
Venugopal, Vasanth K.;
Tadepalli, Manoj;
Bizzo, Bernardo C.;
Dreyer, Keith J.

Publication type:

Article

Performance of a Chest Radiography AI Algorithm for Detection of Missed or Mislabeled Findings: A Multicenter Study.

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 9, p. N.PAG, doi. 10.3390/diagnostics12092086

By:

Kaviani, Parisa;
Digumarthy, Subba R.;
Bizzo, Bernardo C.;
Reddy, Bhargava;
Tadepalli, Manoj;
Putha, Preetham;
Jagirdar, Ammar;
Ebrahimian, Shadi;
Kalra, Mannudeep K.;
Dreyer, Keith J.

Publication type:

Article

Radiologist-Trained and -Tested (R2.2.4) Deep Learning Models for Identifying Anatomical Landmarks in Chest CT.

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 8, p. 1844, doi. 10.3390/diagnostics12081844

By:

Kaviani, Parisa;
Bizzo, Bernardo C.;
Digumarthy, Subba R.;
Dasegowda, Giridhar;
Karout, Lina;
Hillis, James;
Neumark, Nir;
Kalra, Mannudeep K.;
Dreyer, Keith J.

Publication type:

Article

Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-06021-0

By:

Bridge, Christopher P.;
Bizzo, Bernardo C.;
Hillis, James M.;
Chin, John K.;
Comeau, Donnella S.;
Gauriau, Romane;
Macruz, Fabiola;
Pawar, Jayashri;
Noro, Flavia T. C.;
Sharaf, Elshaimaa;
Straus Takahashi, Marcelo;
Wright, Bradley;
Kalafut, John F.;
Andriole, Katherine P.;
Pomerantz, Stuart R.;
Pedemonte, Stefano;
González, R. Gilberto

Publication type:

Article