Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG von Zhang, Jie, Zhao, Yihui, Shone, Fergus, Li, Zhenhong, Frangi, Alejandro F., Xie, Sheng Quan, Zhang, Zhi-Qiang

Volltext

The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions von Littlejohns, Thomas J., Holliday, Jo, Gibson, Lorna M., Garratt, Steve, Oesingmann, Niels, Alfaro-Almagro, Fidel, Bell, Jimmy D., Boultwood, Chris, Collins, Rory, Conroy, Megan C., Crabtree, Nicola, Doherty, Nicola, Frangi, Alejandro F., Harvey, Nicholas C., Leeson, Paul, Miller, Karla L., Neubauer, Stefan, Petersen, Steffen E., Sellors, Jonathan, Sheard, Simon, Smith, Stephen M., Sudlow, Cathie L. M., Matthews, Paul M., Allen, Naomi E.

Volltext

Vascular dysfunction in the pathogenesis of Alzheimer's disease — A review of endothelium-mediated mechanisms and ensuing vicious circles von Di Marco, Luigi Yuri, Venneri, Annalena, Farkas, Eszter, Evans, Paul C, Marzo, Alberto, Frangi, Alejandro F

Volltext

Iba-1-/CD68+ microglia are a prominent feature of age-associated deep subcortical white matter lesions von Waller, Rachel, Baxter, Lynne, Fillingham, Daniel J, Coelho, Santiago, Pozo, Jose M, Mozumder, Meghdoot, Frangi, Alejandro F, Ince, Paul G, Simpson, Julie E, Highley, J Robin

Volltext

In-silico trial of intracranial flow diverters replicates and expands insights from conventional clinical trials von Sarrami-Foroushani, Ali, Lassila, Toni, MacRaild, Michael, Asquith, Joshua, Roes, Kit C. B., Byrne, James V., Frangi, Alejandro F.

Volltext

Fully automatic detection of lung nodules in CT images using a hybrid feature set von Shaukat, Furqan, Raja, Gulistan, Gooya, Ali, Frangi, Alejandro F.

Volltext

Automatic initialization and quality control of large-scale cardiac MRI segmentations von Albà, Xènia, Lekadir, Karim, Pereañez, Marco, Medrano-Gracia, Pau, Young, Alistair A., Frangi, Alejandro F.

Volltext

Classification of breast lesions in ultrasonography using sparse logistic regression and morphology‐based texture features von Nemat, Hoda, Fehri, Hamid, Ahmadinejad, Nasrin, Frangi, Alejandro F., Gooya, Ali

Volltext

Utility of pre-treatment FDG PET/CT–derived machine learning models for outcome prediction in classical Hodgkin lymphoma von Frood, Russell, Clark, Matt, Burton, Cathy, Tsoumpas, Charalampos, Frangi, Alejandro F., Gleeson, Fergus, Patel, Chirag, Scarsbrook, Andrew

Volltext

Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data von Mendonca, Tania, Jones, Ana A, Pozo, Jose M, Baxendale, Sarah, Whitfield, Tanya T, Frangi, Alejandro F

Volltext

A computational model for prediction of clot platelet content in flow-diverted intracranial aneurysms von Sarrami-Foroushani, Ali, Lassila, Toni, Hejazi, Seyed Mostafa, Nagaraja, Sanjoy, Bacon, Andrew, Frangi, Alejandro F.

Volltext

Real-time coronary artery stenosis detection based on modern neural networks von Danilov, Viacheslav V., Klyshnikov, Kirill Yu, Gerget, Olga M., Kutikhin, Anton G., Ganyukov, Vladimir I., Frangi, Alejandro F., Ovcharenko, Evgeny A.

Volltext

Recovering from missing data in population imaging – Cardiac MR image imputation via conditional generative adversarial nets von Xia, Yan, Zhang, Le, Ravikumar, Nishant, Attar, Rahman, Piechnik, Stefan K., Neubauer, Stefan, Petersen, Steffen E., Frangi, Alejandro F.

Volltext

Diffusion MRI for Assessment of Bone Quality; A Review of Findings in Healthy Aging and Osteoporosis von Fathi Kazerooni, Anahita, Pozo, Jose M., McCloskey, Eugene Vincent, Saligheh Rad, Hamidreza, Frangi, Alejandro F.

Volltext

Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation von Castro-Mateos, Isaac, Pozo, Jose M., Pereanez, Marco, Lekadir, Karim, Lazary, Aron, Frangi, Alejandro F.

Volltext

Predicting patient-level new-onset atrial fibrillation from population-based nationwide electronic health records: protocol of FIND-AF for developing a precision medicine predictio... von Nadarajah, Ramesh, Wu, Jianhua, Frangi, Alejandro F, Hogg, David, Cowan, Campbell, Gale, Chris

Volltext

Computational cardiac atlases: from patient to population and back von Young, Alistair A., Frangi, Alejandro F.

Volltext

Thrombosis in Cerebral Aneurysms and the Computational Modeling Thereof: A Review von Ngoepe, Malebogo N, Frangi, Alejandro F, Byrne, James V, Ventikos, Yiannis

Volltext

Newtonian and non-Newtonian blood flow in coiled cerebral aneurysms von Morales, Hernán G, Larrabide, Ignacio, Geers, Arjan J, Aguilar, Martha L, Frangi, Alejandro F

Volltext

Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment von Diaz-Pinto, Andres, Colomer, Adrian, Naranjo, Valery, Morales, Sandra, Xu, Yanwu, Frangi, Alejandro F.

Volltext