Analysis of Potential Biases on Mammography Datasets for Deep Learning Model Development
Applications of medical artificial intelligence (1st international workshop)

Authors: Zufiria, Blanca, López-Linares, Karen, García, María J., Rebescher, Kristin M., Lalaguna, Iván, Albertín, Esther, Cimadevila, Maria B., Garcia, Javier, Ledesma-Carbayo, Maria J., Macía, Iván

Source: Lecture notes in computer science. 13540:59-67

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607966071&indx=1&recIds=ETOCCN607966071

3D convolutional neural network for abdominal aortic aneurysm segmentation

Authors: López-Linares, Karen, García, Inmaculada, García-Familiar, Ainhoa, Macía, Iván, Ballester, Miguel A. González

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, 68T, 68U

Access URL: http://arxiv.org/abs/1903.00879

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks

Authors: López-Linares, Karen, Aranjuelo, Nerea, Kabongo, Luis, Maclair, Gregory, Lete, Nerea, Ceresa, Mario, García-Familiar, Ainhoa, Macía, Iván, Ballester, Miguel A. González

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1804.00304

Four-Dimensional Magnetic Resonance Pulmonary Flow Imaging for Assessing Pulmonary Vasculopathy in Patients with Postcapillary Pulmonary Hypertension.

Authors: Nuche, Jorge, Ponz, Inés, Sánchez Sánchez, Violeta, Bóbeda, Javier, Gaitán, Ángel, López-Linares, Karen, García-Cosío, María Dolores, Sarnago Cebada, Fernando, González, Javier Sánchez, Arribas Ynsaurriaga, Fernando, Ruíz-Cabello, Jesús, Ibáñez, Borja, Delgado, Juan F.

Source: Journal of Clinical Medicine; Feb2025, Vol. 14 Issue 3, p929, 17p

Subject Terms: CARDIAC magnetic resonance imaging, PULMONARY hypertension, SYSTOLIC blood pressure, REYNOLDS number, PULMONARY artery

Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching

Authors: Liu, Yue, Wang, Xingce, Wu, Zhongke, López-Linares, Karen, Macía, Iván, Ru, Xudong, Zhao, Haichuan, González Ballester, Miguel A., Zhang, Chong

Source: In Medical Image Analysis January 2022 75

MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data
Thoracic image analysis (2nd international workshop)

Authors: Stephens, Maialen, San José Estepar, Raúl, Ruiz-Cabello, Jesús, Arganda-Carreras, Ignacio, Macía, Iván, López-Linares, Karen

Source: Lecture notes in computer science. 12502:118-129

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606489417&indx=1&recIds=ETOCCN606489417

Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model
Machine learning and medical engineering for cardiovascular healthcare (International workshop)

Authors: López-Linares, Karen, Stephens, Maialen, García, Inmaculada, Macía, Iván, Ballester, Miguel Ángel González, San José Estepar, Raúl

Source: Lecture notes in computer science. 11794:167-174

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN605620319&indx=1&recIds=ETOCCN605620319

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Authors: Rampun, Andrik, López-Linares, Karen, Morrow, Philip J., Scotney, Bryan W., Wang, Hui, Ocaña, Inmaculada Garcia, Maclair, Grégory, Zwiggelaar, Reyer, González Ballester, Miguel A., Macía, Iván

Source: In Medical Image Analysis October 2019 57:1-17

DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach
Intravascular imaging and computer assisted stenting, and large-scale annotation of biomedical data and expert label synthesis

Authors: López-Linares, Karen, Kabongo, Luis, Lete, Nerea, Maclair, Gregory, Ceresa, Mario, García-Familiar, Ainhoa, Macía, Iván, Ballester, Miguel Ángel González

Source: Lecture notes in computer science. 10552:29-38

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602797340&indx=1&recIds=ETOCCN602797340

Proof‐of‐concept of a robotic‐driven photogrammetric scanner for intra‐operative knee cartilage repair.

Authors: Bertelsen, Álvaro, Iribar‐Zabala, Amaia, Otegi‐Alvaro, Ekiñe, Benito, Rafael, López‐Linares, Karen, Macía, Iván

Source: Healthcare Technology Letters; Apr2024, Vol. 11, p59-66, 8p

Murine femur micro-computed tomography and biomechanical datasets for an ovariectomy-induced osteoporosis model.

Authors: Stephens, Maialen, López-Linares, Karen, Aldazabal, Javier, Macias, Iratxe, Ortuzar, Naiara, Bengoetxea, Harkaitz, Bulnes, Susana, Alcorta-Sevillano, Natividad, Infante, Arantza, Lafuente, Jose Vicente, Rodríguez, Clara I.

Source: Scientific Data; 9/15/2021, Vol. 8 Issue 1, p1-7, 7p

Subject Terms: COMPUTED tomography, OSTEOPOROSIS, OVARIECTOMY, BIOMECHANICS, FEMUR