Algoritmos de procesamiento de imágenes médicas para mejorar el diagnóstico

Medical Imaging and Artificial Intelligence in Longevity

Biomarcadores musculoesqueléticos

Automatic liver segmentation on late phase MR images by using a Multi-Planar Convolutional Neural Network

Use cases of AI in Medical Imaging – The Startup

Transforming images into meaningful data through AI and imaging biomarkers

From individual to population: From Imaging Biomarkers to Radiomics driven by AI

From Qualitative to Quantitative Radiological Reports through AI and Automated Analysis

Implementation of AI and quantitative imaging in clinical workflow

Resting-State Functional Connectivity Magnetic Resonance Imaging and Outcome After Acute Stroke. Stroke. 2018 Oct;49(10):2353-2360. doi: 10.1161/STROKEAHA.118.021319

La Inteligencia Artificial y la Radiómica como nuevas líneas de desarrollo de la Imagen Médica

RM multiparamétrica de próstata – Optimización de la técnica

Discrete particle model for cement infiltration within open-cell structures: Prevention of osteoporotic fracture. PLoS One. 2018 Jun 13;13(6):e0199035. doi: 10.1371/journal.pone.0199035

Radiología Cuantificada. Biomarcadores. Enfermedad difusa hepática.

Comparativa entre técnicas de Inteligencia Artificial para la detección e identificación automática de vertebras en imágenes de TC con cobertura anatómica arbitraria

Cómo integrar la información cuantitativa en el informe radiológico del paciente oncológico. Radiología Volume 60, Supplement 1, May 2018, Pages 43-52. doi: 10.1016/j.rx.2018.02.005

Biomarcadores de Imagen – Inteligencia Artificial

Improving quality and efficiency through Artificial Intelligence

Automatic localization and identification of vertebrae in spine CT scans by combining Deep Learning with morphological image processing techniques

IT infrastructure, data sharing methods and data analysis aspects

3D Post-processing in 2018

Technical datasheet: Lung emphysema v1.0

Technical datasheet: Bone morphometry and mechanical properties v1.0

Technical datasheet: Brain volumetry with regional parcellation v1.0

QUIBIM Imaging Biomarkers

Allopurinol partially prevents disuse muscle atrophy in mice and humans. Sci Rep. 2018 Feb 23;8(1):3549. doi: 10.1038/s41598-018-21552-1

Tissue iron quantification in chronic liver diseases using MRI shows a relationship between iron accumulation in liver, spleen, and bone marrow. Clin Radiol. 2018 Feb;73(2):215.e1-215.e9. doi: 10.1016/j.crad.2017.07.022

QUIBIM Precision – Powering AI and Imaging Biomarkers

Glioblastoma: Vascular Habitats Detected at Preoperative Dynamic Susceptibility-weighted Contrast-enhanced Perfusion MR Imaging Predict Survival. Radiology. 2018 Jun;287(3):944-954. doi: 10.1148/radiol.2017170845

QUIBIM Precision® Hospitals and Diagnostic Imaging Centers

QUIBIM Precision® Pharma and CROs Companies

Beneficios para la investigación d ela Multidimensionalidad: integrando datos

Measurement, accuracy, precision, confusion and validation

Detección e identificación de vértebras en imágenes de TC empleando técnicas de inteligencia artificial y procesamiento de imagen

Automatic Vertebrae Localization in Spine CT using Decision Forests

Biomarcadores en Corazón y Pulmón

Optimizing the management of hereditary haemochromatosis: the value of MRI R2* quantification to predict and monitor body iron stores. Br J Haematol. 2017 Oct 30. doi: 10.1111/bjh.14982

Texture analysis in Medical Imaging: Applications in Cancer

Quantitative diffuse liver biomarkers

Clinical Software for the Assessment of Trabecular Bone Disease in Distal Radius Based on a Magnetic Resonance Structural Analysis. Conf Proc IEEE Eng Med Biol Soc. 2007;2007:2073-6. doi: 10.1109/IEMBS.2007.4352729

Post-treatment changes of tumour perfusion parameters can help to predict survival in patients with high-grade astrocytoma. Eur Radiol. 2017 Aug;27(8):3392-3400. doi: 10.1007/s00330-016-4699-2

Neuroinflammation in obesity: circulating lipopolysaccharide-binding protein associates with brain structure and cognitive performance. Send to Int J Obes (Lond). 2017 Nov;41(11):1627-1635. doi: 10.1038/ijo.2017.162

The Gut Metagenome Changes in Parallel to Waist Circumference, Brain Iron Deposition, and Cognitive Function. J Clin Endocrinol Metab. 2017 Aug 1;102(8):2962-2973. doi: 10.1210/jc.2017-00133

Magnetic resonance spectroscopy and brain volumetry in mild cognitive impairment. A prospective study. Magn Reson Imaging. 2017 May;38:27-32. doi: 10.1016/j.mri.2016.12.010

Diffusion tensor imaging as a prognostic biomarker for motor recovery and rehabilitation after stroke. Neuroradiology. 2017 Apr;59(4):343-351. doi: 10.1007/s00234-017-1816-0

Automatic Vertebrae Localization in Pathological Spine CT using Decision Forests

Deep Learning aplicado al screening automático de rayos X de tórax

Deep learning applied to automated chest x-ray screening

Fully automated method for lung emphysema quantification for Multidetector CT images

Deep Learning and Biomarkers: the engineer’s view

Imaging Biomarkers: Development and Clinical Integration

Development of imaging biomarkers and generation of big data. Radiol Med. 2017 Jun;122(6):444-448. doi: 10.1007/s11547-017-0742-x

Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI. Abdom Radiol (NY) 2017. Abdom Radiol (NY). 2017 May;42(5):1434-1443. doi: 10.1007/s00261-017-1048-0

Evaluation of PET texture features with heterogeneous phantoms: complementarity and effect of motion and segmentation method. Phys Med Biol. 2017 Jan 21;62(2):652-668. doi: 10.1088/1361-6560/62/2/652

Accuracy, Precision and Measurement Validation

Biomarkers extraction from multi-parametric MRI studies for prostate cancer assessment

Spatial registration on PET-CT scans and quantitative structured report for treatment response evaluation on lymphoma patients

Automatic Vertebrae Localization in Pathological Spine CT using Decision Forests

Automatic classification of intensity-vs-time curves in breast DCE-MRI by K-means clustering and Dynamic Time Warping curve matching

Evaluation of fibrosis and inflammation in diffuse liver diseases using intravoxel incoherent motion diffusion-weighted MR imaging. Abdom Radiol (2016). doi: 10.1007/s00261-016-0899-0

Intravoxel Incoherent Motion Metrics as Potential Biomarkers for Survival in Glioblastoma. PLoS One. 2016 Jul 7;11(7):e0158887. doi: 10.1371/journal.pone.0158887

Letter to the editor concerning “A new approach to corpus callosum anomalies in idiopathic scoliosis using diffusion tensor magnetic resonance imaging” by Joly O et al. (2014) Eur Spine J 23:2643-9. Eur Spine J. 2016 Apr;25(4):1289-90. doi: 10.1007/s00586-016-4453-0

High-resolution blood-pool-contrast-enhanced MR angiography in glioblastoma: tumor-associated neovascularization as a biomarker for patient survival. A preliminary study. Neuroradiology. 2016 Jan;58(1):17-26. doi: 10.1007/s00234-015-1599-0

Biomarcadores de imagen en el cáncer de pulmón

Biomarcadores de Imagen en el Cáncer de Recto

State-of-the-art of bone marrow imaging in multiple myeloma. Curr Opin Oncol. 2015 Nov;27(6):540-50. doi: 10.1097/CCO.0000000000000230

Lower serum osteocalcin concentrations are associated with brain microstructural changes and worse cognitive performance. Clin Endocrinol (Oxf). 2016 May;84(5):756-63. doi: 10.1111/cen.12954

Automatic individual arterial input functions calculated from PCA outperform manual and population-averaged approaches for the pharmacokinetic modeling of DCE-MR images. J Magn Reson Imaging. 2015 Aug;42(2):477-87. doi: 10.1002/jmri.24805

In vivo Bone Characterization from Magnetic Resonance Imaging: Morphometry and Mechanical Analysis

Estudio cuantitativo del flujo de líquido cefalorraquídeo mediante resonancia magnética en contraste de fase: método para identificar a los pacientes con hidrocefalia a presión normal. Neurología. 2014;29(2):68-75. doi: 10.1016/j.nrl.2013.02.016

Reproducibilidad y exactitud en la cuantificación morfométrica y mecánica del hueso trabecular a partir de imágenes de resonancia magnética de Tesla. Radiología. 2014;56(1):27-34. doi: 10.1016/j.rx.2013.06.001

Randomized pilot study and qualitative evaluation of a clinical decision support system for brain tumour diagnosis based on SV ¹H MRS: evaluation as an additional information procedure for novice radiologists. Comput Biol Med. 2014 Feb;45:26-33. doi: 10.1016/j.compbiomed.2013.11.009

Quantitative MR perfusion parameters related to survival time in high-grade gliomas. Eur Radiol. 2013 Dec;23(12):3456-65. doi: 10.1007/s00330-013-2967-y

Noninvasive monitoring of serial changes in pulmonary vascular resistance and acute vasodilator testing using cardiac magnetic resonance. J Am Coll Cardiol. 2013 Oct 22;62(17):1621-31. doi: 10.1016/j.jacc.2013.07.037

Integrando el informe de biomarcadores de imagen en el informe radiológico estructurado. Radiología. 2013 May-Jun;55(3):188-94. doi: 10.1016/j.rx.2012.11.005

Mechanical competence of bone: a new parameter to grade trabecular bone fragility from tortuosity and elasticity. IEEE Trans Biomed Eng. 2013 May;60(5):1363-70. doi: 10.1109/TBME.2012.2234457

Utilización segura de la resonancia magnética. Recomendaciones prácticas para el personal que trabaja con resonancia magnética. Radiología. 2013 Mar-Apr;55(2):99-106. doi: 10.1016/j.rx.2012.10.005

Overload hepatitides: quanti-qualitative analysis. Abdom Imaging. 2012 Apr;37(2):180-7. doi: 10.1007/s00261-011-9762-5

Brain atrophy and lesion load are related to CSF lipid-specific IgM oligoclonal bands in clinically isolated syndromes. Neuroradiology. 2012 Jan;54(1):5-12. doi: 10.1007/s00234-011-0841-7

Compatibility between 3T 1H SV-MRS data and automatic brain tumour diagnosis support systems based on databases of 1.5T 1H SV-MRS spectra. MAGMA. 2011 Feb;24(1):35-42. doi: 10.1007/s10334-010-0241-8