CT-based radiomics analysis to predict malignancy in patients with intraductal papillary mucinous neoplasm (IPMN) of the pancreas D Tobaly, J Santinha, R Sartoris, M Dioguardi Burgio, C Matos, J Cros, ... Cancers 12 (11), 3089, 2020 | 42 | 2020 |
Increased cytoplasm viscosity hampers aggregate polar segregation in Escherichia coli SMD Oliveira, R Neeli‐Venkata, NSM Goncalves, JA Santinha, L Martins, ... Molecular Microbiology 99 (4), 686-699, 2016 | 38 | 2016 |
A multicenter study on radiomic features from T2‐weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics L Bianchini, J Santinha, N Loução, M Figueiredo, F Botta, D Origgi, ... Magnetic resonance in medicine 85 (3), 1713-1726, 2021 | 31 | 2021 |
Comparison of MRI features of fat fraction and ADC for early treatment response assessment in participants with multiple myeloma V Koutoulidis, E Terpos, N Papanikolaou, S Fontara, I Seimenis, ... Radiology 304 (1), 137-144, 2022 | 26 | 2022 |
Prediction of prostate cancer disease aggressiveness using bi-parametric MRI radiomics A Rodrigues, J Santinha, B Galvão, C Matos, FM Couto, N Papanikolaou Cancers 13 (23), 6065, 2021 | 22 | 2021 |
Quantification of tumor burden in multiple myeloma by atlas-based semi-automatic segmentation of WB-DWI SD Almeida, J Santinha, FPM Oliveira, J Ip, M Lisitskaya, J Lourenço, ... Cancer Imaging 20, 1-10, 2020 | 20 | 2020 |
Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness A Rodrigues, N Rodrigues, J Santinha, MV Lisitskaya, A Uysal, C Matos, ... Scientific Reports 13 (1), 6206, 2023 | 17 | 2023 |
Performances and variability of CT radiomics for the prediction of microvascular invasion and survival in patients with HCC: a matter of chance or standardisation? R Cannella, J Santinha, A Bèaufrere, M Ronot, R Sartoris, F Cauchy, ... European Radiology 33 (11), 7618-7628, 2023 | 16 | 2023 |
Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects B Koçak, A Ponsiglione, A Stanzione, C Bluethgen, J Santinha, L Ugga, ... Diagnostic and Interventional Radiology, Epub ahead of print, 2024 | 14 | 2024 |
Diffusion-weighted imaging and texture analysis: current role for diffuse liver disease S Gourtsoyianni, J Santinha, C Matos, N Papanikolaou Abdominal Radiology 45, 3523-3531, 2020 | 13 | 2020 |
Augmented reality in breast surgery education PF Gouveia, R Luna, F Fontes, D Pinto, C Mavioso, J Anacleto, R Timóteo, ... Breast Care 18 (3), 182-186, 2023 | 11 | 2023 |
Susceptibility perturbation MRI maps tumor infiltration into mesorectal lymph nodes I Santiago, J Santinha, A Ianus, A Galzerano, R Theias, J Maia, MJ Barata, ... Cancer Research 79 (9), 2435-2444, 2019 | 10 | 2019 |
Improving performance and generalizability in radiogenomics: a pilot study for prediction of IDH1/2 mutation status in gliomas with multicentric data J Santinha, C Matos, M Figueiredo, N Papanikolaou Journal of Medical Imaging 8 (3), 031905-031905, 2021 | 9 | 2021 |
Gamification in radiology training module developed during the society for imaging informatics in medicine annual meeting hackathon PV Staziaki, JAA Santinha, MO Coelho, D Angulo, M Hussain, LR Folio Journal of digital imaging 35 (3), 714-722, 2022 | 8 | 2022 |
An introduction to radiomics: Capturing tumour biology in space and time N Papanikolaou, J Santinha Hellenic Journal οf Radiology 3 (1), 2018 | 8 | 2018 |
Challenges and promises of radiomics for rectal cancer JM Moreira, I Santiago, J Santinha, N Figueiredo, K Marias, M Figueiredo, ... Current Colorectal Cancer Reports 15, 175-180, 2019 | 7 | 2019 |
Development of end-to-end AI–based MRI image analysis system for predicting IDH mutation status of patients with gliomas: multicentric validation J Santinha, V Katsaros, G Stranjalis, E Liouta, C Boskos, C Matos, ... Journal of imaging informatics in medicine 37 (1), 31-44, 2024 | 5 | 2024 |
iCellFusion: Tool for fusion and analysis of live-cell images from time-lapse multimodal microscopy J Santinha, L Martins, A Häkkinen, J Lloyd-Price, SMD Oliveira, A Gupta, ... Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes …, 2016 | 5 | 2016 |
ESR Essentials: radiomics—practice recommendations by the European Society of Medical Imaging Informatics J Santinha, D Pinto dos Santos, F Laqua, JJ Visser, KBW Groot Lipman, ... European Radiology, 1-11, 2024 | 4 | 2024 |
Electromyographic analysis of the tibialis anterior and peroneus longus muscles in pilates proprioceptive exercises I Quartarolo, L Yassunaga Jr, JAA Santinha, RE Gabriel, E Shamus American Journal of Sports Training, 1-7, 2016 | 4 | 2016 |