Celso Matos - Publications, H-index & Citations

Celso Matos

Champalimaud Foundation

46H指数

203论文数

7.6K被引数

收录论文 63

发表时间

Self-supervised learning leads to improved performance in biparametric prostate MRI classification 自监督学习在双参数前列腺MRI分类中表现出性能提升。

Computers in Biology and Medicine

IF6.3

2025-11-04

OAAI

José Guilherme de Almeida; Ana Sofia Castro Verde; Ana Mascarenhas Gaivão; Carlos Bilreiro; Inês Santiago; Joana Ip; Sara Belião; Celso Matos; Manolis Tsiknakis; Kostas Marias; Daniele Regge; Nickolas Papanikolaou

Medical machine learning operations: a framework to facilitate clinical AI development and deployment in radiology 医学机器学习运营：一个促进放射学中临床人工智能开发和部署的框架

EUROPEAN RADIOLOGY

IF4.7

2025-05-08

OAAI

de Almeida, Jose Guilherme; Messiou, Christina; Withey, Sam J.; Matos, Celso; Koh, Dow-Mu; Papanikolaou, Nickolas

Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector 通过深度学习辅助的侵袭性前列腺癌检测器有效减少不必要的活检

SCIENTIFIC REPORTS

IF3.9

2025-04-30

OAAI

Rodrigues, Nuno M.; de Almeida, Jose Guilherme; Verde, Ana Sofia Castro; Gaivao, Ana Mascarenhas; Bireiro, Carlos; Santiago, Ines; Ip, Joana; Beliao, Sara; Matos, Celso; Vanneschi, Leonardo; Tsiknakis, Manolis; Marias, Kostas; Regge, Daniele; Silva, Sara; Papanikolaou, Nickolas

Liver Fibrosis: Diving into Microstructure with Diffusion-weighted Imaging

RADIOLOGY

IF15.2

2024-10-01

PREAI

Matos, Celso; Metens, Thierry

Deep Learning Features Can Improve Radiomics-Based Prostate Cancer Aggressiveness Prediction

JCO CLINICAL CANCER INFORMATICS

IF2.8

2024-09-01

PREAI

Rodrigues, Nuno M.; de Almeida, Jose Guilherme; Rodrigues, Ana; Vanneschi, Leonardo; Matos, Celso; Lisitskaya, Maria V.; Uysal, Aycan; Silva, Sara; Papanikolaou, Nickolas

Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness

SCIENTIFIC REPORTS

IF3.9

2023-04-17

OAAI

Rodrigues, Ana; Rodrigues, Nuno; Santinha, Joao; Lisitskaya, Maria V.; Uysal, Aycan; Matos, Celso; Domingues, Ines; Papanikolaou, Nickolas

Artificial intelligence and machine learning in cancer imaging 人工智能和机器学习在癌症成像中的应用

COMMUNICATIONS MEDICINE

IF6.3

2022-10-27

124

OAAI

Koh, Dow-Mu; Papanikolaou, Nickolas; Bick, Ulrich; Illing, Rowland; Kahn, Charles E., Jr.; Kalpathi-Cramer, Jayshree; Matos, Celso; Marti-Bonmati, Luis; Miles, Anne; Mun, Seong Ki; Napel, Sandy; Rockall, Andrea; Sala, Evis; Strickland, Nicola; Prior, Fred

Re-staging and follow-up of rectal cancer patients with MR imaging when Watch-and-Wait is an option: a practical guide

INSIGHTS INTO IMAGING

IF4.5

2021-08-09

OAAI

Santiago, Ines; Rodrigues, Bernardete; Barata, Maria; Figueiredo, Nuno; Fernandez, Laura; Galzerano, Antonio; Pares, Oriol; Matos, Celso

Early conformational changes at tumour bed and long term response after neoadjuvant therapy in locally-advanced rectal cancer

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2021-07-01

PREAI

Santiago, Ines; Barata, Maria-Joao; Figueiredo, Nuno; Pares, Oriol; Matos, Celso

Effective bowel motion reduction in mouse abdominal MRI using hyoscine butylbromide 使用hyoscine丁基溴在小鼠腹部MRI中有效减少肠运动

MAGNETIC RESONANCE IN MEDICINE

IF3

2021-05-12

OAAI

Bilreiro, Carlos; Fernandes, Francisca F.; Andrade, Luisa; Chavarrias, Cristina; Simoes, Rui, V; Matos, Celso; Shemesh, Noam

Diffusion tensor-based fiber tracking of the male urethral sphincter complex in patients undergoing radical prostatectomy: a feasibility study 前列腺癌根治术男性尿道括约肌复合体的扩散张量纤维追踪可行性研究

INSIGHTS INTO IMAGING

IF4.5

2020-11-27

OAAI

Verde, Ana S. C.; Santinha, Joao; Carrasquinha, Eunice; Loucao, Nuno; Gaivao, Ana; Fonseca, Jorge; Matos, Celso; Papanikolaou, Nikolaos

MRI of rectal cancer-relevant anatomy and staging key points

INSIGHTS INTO IMAGING

IF4.5

2020-09-03

OAAI

Santiago, Ines; Figueiredo, Nuno; Pares, Oriol; Matos, Celso

How to develop a meaningful radiomic signature for clinical use in oncologic patients

CANCER IMAGING

IF3.5

2020-05-01

190

OAAI

Papanikolaou, Nikolaos; Matos, Celso; Koh, Dow Mu

Quantification of tumor burden in multiple myeloma by atlas-based semi-automatic segmentation of WB-DWI

CANCER IMAGING

IF3.5

2020-01-13

OAAI

Almeida, Silvia D.; Santinha, Joao; Oliveira, Francisco P. M.; Ip, Joana; Lisitskaya, Maria; Lourenco, Joao; Uysal, Aycan; Matos, Celso; Joao, Cristina; Papanikolaou, Nikolaos

Higher-order diffusion MRI characterization of mesorectal lymph nodes in rectal cancer 直肠癌直肠系膜淋巴结的高阶扩散MRI表征

MAGNETIC RESONANCE IN MEDICINE

IF3

2019-12-18

OAAI

Ianus, Andrada; Santiago, Ines; Galzerano, Antonio; Montesinos, Paula; Loucao, Nuno; Sanchez-Gonzalez, Javier; Alexander, Daniel C.; Matos, Celso; Shemesh, Noam

Will Dual-Energy CT Become the Reference Standard to Evaluate Gallstone Disease?

RADIOLOGY

IF15.2

2019-08-01

PREAI

Matos, Celso

Susceptibility Perturbation MRI Maps Tumor Infiltration into Mesorectal Lymph Nodes

CANCER RESEARCH

IF16.6

2019-05-01

OAAI

Santiago, Ines; Santinha, Joao; Ianus, Andrada; Galzerano, Antonio; Theias, Rita; Maia, Joana; Barata, Maria J.; Loucao, Nuno; Costa-Silva, Bruno; Beltran, Antonio; Matos, Celso; Shemesh, Noam

Dosimetric and volumetric evaluation of MR-only planning for radiotherapy of rectal cancer

RADIOTHERAPY AND ONCOLOGY

IF5.3

2019-04-01

OAAI

Vieira, S.; Pares, O.; Loucao, N.; Stroom, J.; Santiago, I.; Greco, C.; Matos, C.

Assessment of response to chemotherapy in pancreatic ductal adenocarcinoma: Comparison between diffusion-weighted MR quantitative parameters and RECIST

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2018-07-01

PREAI

Bali, Maria Antonietta; Pullini, Serena; Metens, Thierry; Absil, Julie; Chao, Shih-Li; Marechal, Raphael; Matos, Celso; Peerboccus, Bibi Mooneera; Van Laethem, Jean-Luc

Pancreatic Adenocarcinoma Staging in the Era of Preoperative Chemotherapy and Radiation Therapy

RADIOLOGY

IF15.2

2018-05-01

121

PREAI

Zins, Marc; Matos, Celso; Cassinotto, Christophe

研究方向