María J. Ledesma‐Carbayo

Universidad Politecnica de Madrid

32H指数

265论文数

4.6K被引数

收录论文 62

发表时间

Diverse Concept Modeling (DiCoMX): Domain-specific self-supervised pre-training strategy for chest X-ray foundation models 多样概念建模(DiCoMX)：针对胸部X射线基础模型的领域特定自监督预训练策略

Biomedical Signal Processing and Control

IF4.9

2026-08-01

PREAI

Parida, Abhijeet; Capellan-Martin, Daniel; Atito, Sara; Awais, Muhammad; Ledesma-Carbayo, Maria J.; Linguraru, Marius George; Anwar, Syed Muhammad

AI for the assessment and discovery of morphological–molecular biomarker relationships in hematologic malignancies 人工智能用于评估和发现血液恶性肿瘤中形态-分子生物标志物关系

Blood Reviews

IF5.7

2026-05-26

OAAI

Ignacio Hernández-Abad; Raquel Ancos-Pintado; Ana Mendoza; Álvaro Basterra-García; Roberto García-Vicente; Juan E. Ortuño; Alba Rodríguez-García; Alejandra Ortiz-Ruiz; Nuria Díez; David Bermejo-Peláez; David Brau-Queralt; Irene Zamanillo; Paula Sánchez-Llorca; Andrés Santos; Joaquín Martínez-López; Miguel Luengo-Oroz; María Hernández-Sánchez; María Linares; María J. Ledesma-Carbayo

Artificial intelligence algorithm for real-time detection and counting of Trypanosoma cruzi parasites using smartphone microscopy 基于智能手机显微镜的实时检测和计数克氏锥虫寄生虫的人工智能算法

PLoS Neglected Tropical Diseases

IF3.4

2026-05-01

PREAI

Lin, Lin; Solano, Ana Valeria; Gonzales, Fabiola; Torrico, Mary Cruz; Illanes, Daniel; Diez, Nuria; Bermejo-Pelaez, David; Dacal, Elena; Valles-Lopez, Ramon; Pastor, Lucia; Mancebo-Martin, Roberto; Ledesma-Carbayo, Maria Jesus; Luengo-Oroz, Miguel; Rubio, Jose M.; Flores-Chavez, Maria

Influence of CT harmonization in longitudinal radiomics for NSCLC immunotherapy response prediction 纵向影像组学中CT协调对NSCLC免疫治疗反应预测的影响

Computers in Biology and Medicine

IF6.3

2026-01-29

PREAI

Benito Farina; Gonzalo Vegas-Sánchez-Ferrero; Ana Delia Ramos-Guerra; Carmelo Palacios Miras; Andrés Alcazar Peral; José Carmelo Albillos Merino; Jon Zugazagoitia; Germán R. Peces-Barba; Luis Seijo Maceiras; Luis Paz-Ares; Ignacio Gil-Bazo; Manuel Dómine Gómez; Raul San José Estépar; María J. Ledesma-Carbayo

Automated Detection of BK Virus in H&E Whole-Slide Images Using Weakly-Supervised Deep Learning and Interpretable Morphological Biomarkers 利用弱监督深度学习和可解释形态学生物标志物对H&E全切片图像中BK病毒的自动检测

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VIII

IF0

2026-01-01

PREAI

Sahail, Sharifa; Ramos-Guerra, Ana D.; Almagro-Perez, Cristina; Jaume, Guillaume; Zhang, Andrew; Rennke, Helmut; Weins, Astrid; Ortuno, Juan E.; Ledesma-Carbayo, Maria J.; Mahmood, Faisal

Multi-view deep learning framework for the detection of chest X-rays compatible with pediatric pulmonary tuberculosis 多视图深度学习框架，用于检测与儿科肺结核兼容的胸部X光片

Nature Communications

IF15.7

2025-10-27

OAAI

Daniel Capellán-Martín; Juan J. Gómez-Valverde; Ramón Sánchez-Jacob; Alicia Hernanz-Lobo; H. Simon Schaaf; Lara García-Delgado; Orvalho Augusto; Pooneh Roshanitabrizi; Alberto L. García-Basteiro; Jose Luis Ribó; Ángel Lancharro; Antoni Noguera-Julian; Daniel Blázquez-Gamero; Marius George Linguraru; Begoña Santiago-García; Elisa López-Varela; María J. Ledesma-Carbayo

Spatio-temporal deep learning with temporal attention for indeterminate lung nodule classification 基于时序注意力机制的时空深度学习用于不确定肺结节分类

Computers in Biology and Medicine

IF6.3

2025-08-15

OAAI

B. Farina; R. Carbajo Benito; D. Montalvo-García; D. Bermejo-Peláez; L. Seijo Maceiras; M.J. Ledesma-Carbayo

Patient-specific visco-hyperelastic mechanical model for breast tumor localization in surgical planning 针对手术规划中乳腺肿瘤定位的病患特异性黏超弹性力学模型

Bioengineering & Translational Medicine

IF5.7

2025-07-09

OAAI

Felicia Alfano; Pedro Navas; Pablo Lamata; Karla Ferreres García; Juan E. Ortuño; Oscar Bueno Zamora; Santiago Lizarraga; Andrés Santos; Javier Pascau; José M. Goicolea; María J. Ledesma-Carbayo

AI-Based Chest Radiography Tools and the Lateral Projection: Challenges and Opportunities 基于AI的胸部放射学工具与侧位投影：挑战与机遇

Archivos de Bronconeumología

IF9.2

2025-05-15

PREAI

Luis Gorospe; Marcelo Sánchez-González; María Jesús Ledesma-Carbayo

Monitoring peripheral blood data supports the prediction of immunotherapy response in advanced non-small cell lung cancer based on real-world data 基于真实世界数据，监测外周血数据支持对晚期非小细胞肺癌免疫治疗反应的预测。

CANCER IMMUNOLOGY IMMUNOTHERAPY

IF5.1

2025-02-25

OAAI

Ramos-Guerra, Ana D.; Farina, Benito; Perez, Jaime Rubio; Vilalta-Lacarra, Anna; Zugazagoitia, Jon; Peces-Barba, German; Seijo, Luis M.; Paz-Ares, Luis; Gil-Bazo, Ignacio; Gomez, Manuel Domine; Ledesma-Carbayo, Maria J.

Unsupervised spatiotemporal classification of deformation patterns of embryonic tissues matches their fate map 胚胎组织变形模式的非监督时空分类与其命运图相匹配

ISCIENCE

IF4.1

2025-01-01

OAAI

Pastor-Escuredo, David; Lombardot, Benoit; Savy, Thierry; Boyreau, Adeline; Doursat, Rene; Goicolea, Jose M.; Santos, Andres; Bourgine, Paul; del Alamo, Juan C.; Ledesma- Carbayo, Maria J.; Peyrieras, Nadine

AUTOMATIC BRAIN TUMOR VOLUMETRIC ANALYSIS IN MAGNETIC RESONANCE IMAGING GENERALIZABLE TO PEDIATRIC NEURO-ONCOLOGY

NEURO-ONCOLOGY

IF13.4

2024-06-18

OAAI

Jiang, Zhifan; Capellan-Martin, Daniel; Parida, Abhijeet; Liu, Xinyang; Nisar, Hareem; Tapp, Austin; Ledesma-Carbayo, Maria J.; Anwar, Syed Muhammad; Linguraru, Marius George

Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy

PLOS NEGLECTED TROPICAL DISEASES

IF3.4

2024-04-17

OAAI

Lin, Lin; Dacal, Elena; Diez, Nuria; Carmona, Claudia; Ramirez, Alexandra Martin; Argos, Lourdes Baron; Bermejo-Pelaez, David; Caballero, Carla; Cuadrado, Daniel; Darias-Plasencia, Oscar; Garcia-Villena, Jaime; Bakarjiev, Alexander; Postigo, Maria; Recalde-Jaramillo, Ethan; Flores-Chavez, Maria; Santos, Andres; Ledesma-Carbayo, Maria Jesus; Rubio, Jose M.; Luengo-Oroz, Miguel

Use of semi-synthetic data for catheter segmentation improvement

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-06-01

OAAI

Danilov, Viacheslav V.; Kolpashchikov, Dmitrii Yu.; Gerget, Olga M.; Laptev, Nikita, V; Proutski, Alex; Gomez, Luis A. Hernandez; Alvarez, Federico; Ledesma-Carbayo, Maria J.

Integration of longitudinal deep-radiomics and clinical data improves the prediction of durable benefits to anti-PD-1/PD-L1 immunotherapy in advanced NSCLC patients 纵向深度放射组学和临床数据的整合改善了晚期NSCLC患者对anti-PD-1/PD-L1免疫治疗的持久益处的预测

JOURNAL OF TRANSLATIONAL MEDICINE

IF7.5

2023-03-05

OAAI

Farina, Benito; Guerra, Ana Delia Ramos; Bermejo-Pelaez, David; Miras, Carmelo Palacios; Peral, Andres Alcazar; Madueno, Guillermo Gallardo; Jaime, Jesus Corral; Vilalta-Lacarra, Anna; Perez, Jaime Rubio; Munoz-Barrutia, Arrate; Peces-Barba, German R.; Maceiras, Luis Seijo; Gil-Bazo, Ignacio; Gomez, Manuel Domine; Ledesma-Carbayo, Maria J.

Fetal MRI by Robust Deep Generative Prior Reconstruction and Diffeomorphic Registration 通过稳健的深度生成先验重建和微分形配准进行胎儿MRI

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-03-01

OAAI

Cordero-Grande, Lucilio; Enrique Ortuno-Fisac, Juan; Aguado del Hoyo, Alejandra; Uus, Alena; Deprez, Maria; Santos, Andres; Hajnal, Joseph V.; Ledesma-Carbayo, Maria J.

Intrapericardial cardiosphere-derived cells hinder epicardial dense scar expansion and promote electrical homogeneity in a porcine post-infarction model

FRONTIERS IN PHYSIOLOGY

IF3.4

2022-11-15

OAAI

Carta-Bergaz, Alejandro; Rios-Munoz, Gonzalo R.; Crisostomo, Veronica; Sanchez-Margallo, Francisco M.; Ledesma-Carbayo, Maria J.; Bermejo-Thomas, Javier; Fernandez-Aviles, Francisco; Arenal-Maiz, Angel

Telemedicine for international travelers through a Smartphone-based monitoring platform (Trip Doctor®)

TRAVEL MEDICINE AND INFECTIOUS DISEASE

IF4.7

2022-09-01

PREAI

Rodriguez-Valero, N.; Carbayo, M. J. Ledesma; Camprubi-Ferrer, D.; Marti-Soler, H.; Sanchez, D. Cuadrado; Vladimirov, A.; Pinazo, M. J.; Almuedo-Riera, A.; Roman, A.; Vera, I.; Roldan, M.; de Alba, T.; Jimenez, A.; Gomez-Valverde, Juan J.; Oroz, M. Luengo; Munoz, J.

Regional left ventricular endocardial strains estimated from low-dose 4DCT: Comparison with cardiac magnetic resonance feature tracking

MEDICAL PHYSICS

IF3.2

2022-07-06

OAAI

Manohar, Ashish; Colvert, Gabrielle M.; Ortuno, Juan E.; Chen, Zhennong; Yang, James; Colvert, Brendan T.; Bandettini, W. Patricia; Chen, Marcus Y.; Ledesma-Carbayo, Maria J.; McVeigh, Elliot R.

Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT

SCIENTIFIC REPORTS

IF3.9

2022-06-07

OAAI

Bermejo-Pelaez, David; San Jose Estepar, Raul; Fernandez-Velilla, Maria; Palacios Miras, Carmelo; Gallardo Madueno, Guillermo; Benegas, Mariana; Gotera Rivera, Carolina; Cuerpo, Sandra; Luengo-Oroz, Miguel; Sellares, Jacobo; Sanchez, Marcelo; Bastarrika, Gorka; Peces Barba, German; Seijo, Luis M.; Ledesma-Carbayo, Maria J.

研究方向