Juan Hernandez-Tamames

Dr. Juan Hernandez-Tamames

orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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24 December 2020 in Cancers
Verified
Journal Article
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TFTheresa Feddersen
Theresa Feddersen
JHJuan Hernandez-Tamames
Juan Hernandez-Tamames
Martine F. FranckenaMartine F. Franckena
Martine F. Franckena
Gerard van RhoonGerard van Rhoon
Gerard van Rhoon
Margarethus PaulidesMargarethus Paulides
Margarethus Paulides
Hyperthermia treatments in the clinic rely on accurate temperature measurements to guide treatments and evaluate clinical outcome. Currently, magnetic resonance thermometry (MRT) is the only clinical option to non-invasively measure 3D temperature distributions. In this review, we evaluate the status quo and emerging approaches in this evolving technology for replacing conventional dosimetry based on intraluminal or invasively placed probes. First, we define standardized MRT performance thresholds, aiming at facilitating transparency in this field when comparing MR temperature mapping performance for the various scenarios that hyperthermia is currently applied in the clinic. This is based upon our clinical experience of treating nearly 4000 patients with superficial and deep hyperthermia. Second, we perform a systematic literature review, assessing MRT performance in (I) clinical and (II) pre-clinical papers. From (I) we identify the current clinical status of MRT, including the problems faced and from (II) we extract promising new techniques with the potential to accelerate progress. From (I) we found that the basic requirements for MRT during hyperthermia in the clinic are largely met for regions without motion, for example extremities. In more challenging regions (abdomen and thorax), progress has been stagnating after the clinical introduction of MRT-guided hyperthermia over 20 years ago. One clear difficulty for advancement is that performance is not or not uniformly reported, but also that studies often omit important details regarding their approach. Motion was found to be the common main issue hindering accurate MRT. Based on (II), we reported and highlighted promising developments to tackle the issues resulting from motion (directly or indirectly), including new developments as well as optimization of already existing strategies. Combined, these may have the potential to facilitate improvement in MRT in the form of more stable and reliable measurements via better stability and accuracy.

30 November 2023 in Journal of Magnetic Resonance Imaging
Verified
Journal Article
Closed access
EFElla Fokkinga
Ella Fokkinga
JHJuan Hernandez-Tamames
Juan Hernandez-Tamames
Andrada IanusAndrada Ianus
Andrada Ianus
MNMarkus Nilsson
Markus Nilsson
CTChantal M. W. Tax
Chantal M. W. Tax
FGFrancesco Grussu
Francesco Grussu

17 December 2022 in Scientific Reports
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Journal Article
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LNLaura Nuñez-Gonzalez
Laura Nuñez-Gonzalez
KGKarin A. van Garderen
Karin A. van Garderen
MSMarion Smits
Marion Smits
JJJaap Jaspers
Jaap Jaspers
ARAlejandra Méndez Romero
Alejandra Méndez Romero
JHJuan Hernandez-Tamames
Juan Hernandez-Tamames
Quantitative MR imaging is becoming more feasible to be used in clinical work since new approaches have been proposed in order to substantially accelerate the acquisition and due to the possibility of synthetically deriving weighted images from the parametric maps. However, their applicability has to be thoroughly validated in order to be included in clinical practice. In this pilot study, we acquired Magnetic Resonance Image Compilation scans to obtain T1, T2 and PD maps in 14 glioma patients. Abnormal tissue was segmented based on conventional images and using a deep learning segmentation technique to define regions of interest (ROIs). The quantitative T1, T2 and PD values inside ROIs were analyzed using the mean, the standard deviation, the skewness and the kurtosis and compared to the quantitative T1, T2 and PD values found in normal white matter. We found significant differences in pre-contrast T1 and T2 values between abnormal tissue and healthy tissue, as well as between T1w-enhancing and non-enhancing regions. ROC analysis was used to evaluate the potential of quantitative T1 and T2 values for voxel-wise classification of abnormal/normal tissue (AUC = 0.95) and of T1w enhancement/non-enhancement (AUC = 0.85). A cross-validated ROC analysis found high sensitivity (73%) and specificity (73%) with AUCs up to 0.68 on the a priori distinction between abnormal tissue with and without T1w-enhancement. These results suggest that normal tissue, abnormal tissue, and tissue with T1w-enhancement are distinguishable by their pre-contrast quantitative values but further investigation is needed.

10 November 2021 in Cancers
Verified
Journal Article
Open access
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KSKemal Sumser
Kemal Sumser
TDTomas Drizdal
Tomas Drizdal
GBGennaro G. Bellizzi
Gennaro G. Bellizzi
JHJuan Hernandez-Tamames
Juan Hernandez-Tamames
Gerard van RhoonGerard van Rhoon
Gerard van Rhoon
Margarethus PaulidesMargarethus Paulides
Margarethus Paulides
Clinical effectiveness of hyperthermia treatments, in which tumor tissue is artificially heated to 40–44 °C for 60–90 min, can be hampered by a lack of accurate temperature monitoring. The need for noninvasive temperature monitoring in the head and neck region (H&N) and the potential of MR thermometry prompt us to design an MR compatible hyperthermia applicator: the MRcollar. In this work, we validate the design, numerical model, and MR performance of the MRcollar. The MRcollar antennas have low reflection coefficients (<−15 dB) and the intended low interaction between the individual antenna modules (<−32 dB). A 10 °C increase in 3 min was reached in a muscle-equivalent phantom, such that the specifications from the European Society for Hyperthermic Oncology were easily reached. The MRcollar had a minimal effect on MR image quality and a five-fold improvement in SNR was achieved using the integrated coils of the MRcollar, compared to the body coil. The feasibility of using the MRcollar in an MR environment was shown by a synchronous heating experiment. The match between the predicted SAR and measured SAR using MR thermometry satisfied the gamma criteria [distance-to-agreement = 5 mm, dose-difference = 7%]. All experiments combined show that the MRcollar delivers on the needs for MR—hyperthermia in the H&N and is ready for in vivo investigation.

6 April 2023 in Cancers
Verified
Journal Article
Open access
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KVKrishnapriya Venugopal
Krishnapriya Venugopal
FAFatemeh Arzanforoosh
Fatemeh Arzanforoosh
DDDaniëlle van Dorth
Daniëlle van Dorth
MSMarion Smits
Marion Smits
MOMatthias J. P. van Osch
Matthias J. P. van Osch
DPDirk H.J Poot
Dirk H.J Poot
Characterization of tumor microvasculature is important in tumor assessment and studying treatment response. This is possible by acquiring vascular biomarkers with magnetic resonance imaging (MRI) based on dynamic susceptibility contrast (DSC). We propose magnetic resonance vascular fingerprinting (MRVF) for hybrid echo planar imaging (HEPI) acquired during the first passage of the contrast agent (CA). The proposed approach was evaluated in patients with gliomas, and we simultaneously estimated vessel radius and relative cerebral blood volume. These parameters were also compared to the respective values estimated using the previously introduced vessel size imaging (VSI) technique. The results of both methods were found to be consistent. MRVF was also found to be robust to noise in the estimation of the parameters. DSC-HEPI-based MRVF provides characterization of microvasculature in gliomas with a short acquisition time and can be further improved in several ways to increase our understanding of tumor physiology.

12 March 2023 in International Journal of Hyperthermia
Verified
Journal Article
Open access
TFTheresa Feddersen
Theresa Feddersen
DPDirk H.J Poot
Dirk H.J Poot
Margarethus PaulidesMargarethus Paulides
Margarethus Paulides
GSGhassan Salim
Ghassan Salim
Gerard van RhoonGerard van Rhoon
Gerard van Rhoon
JHJuan Hernandez-Tamames
Juan Hernandez-Tamames
MR thermometry (MRT) enables noninvasive temperature monitoring during hyperthermia treatments. MRT is already clinically applied for hyperthermia treatments in the abdomen and extremities, and dev...