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I

Idoia Ochoa

university of navarra

15H-index
123Paper Count
966Citation Count
Published Papers 21
Publication Date
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Bit-Wise Chipless RFID Tag Detection Based on Convolutional Neural Network and Synthetic Data
errIEEE Transactions on Microwave Theory and Techniques
IF4.5
err2025-11-27
err0
PREAI
errJ. Junior Fodop Sokoudjou; Etienne Perret; Idoia Ochoa
errShare
errSave
ReX: Causal discovery based on machine learning and explainability techniques
errPattern Recognition
IF7.6
err2025-09-30
err0
errOAAI
errJesús Renero; Roberto Maestre; Idoia Ochoa
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errSave
Pharming: Joint Clonal Tree Reconstruction of Single-Nucleotide Variant and Copy Number Aberration Evolution from Single-Cell DNA Sequencing of Tumors
errJOURNAL OF COMPUTATIONAL BIOLOGY
IF1.6
err2025-09-01
err0
PREAI
errWeber, Leah L.; Hart, Anna; Ochoa, Idoia; El-Kebir, Mohammed
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errSave
An interpretable and adaptive autoencoder for efficient tissue deconvolution
errNucleic Acids Research
IF13.1
err2025-09-01
err0
errOAAI
errJesús de la Fuente; Naroa Legarra-Marcos; Aintzane Diaz-Mazkiaran; Guillermo Serrano; Irene Marín-Goñi; Markel Benito Sendin; Ana García Osta; Krishna R Kalari; Carlos Fernandez-Granda; Idoia Ochoa; Mikel Hernaez
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errSave
Patient-derived liver organoids recapitulate liver epithelial heterogeneity and enable precision modeling of alcohol-related liver disease
errJournal of Hepatology
IF33
err2025-08-05
err0
errOAAI
errSilvia Ariño; Raquel Ferrer-Lorente; Guillermo Serrano; Laura Zanatto; Raquel A. Martínez-García de la Torre; Jordi Gratacós-Ginès; Ana Belén Rubio; Martina Pérez; Carlos Mateos-Sánchez; Beatriz Aguilar-Bravo; Stephen Atkinson; Zhengqing Xu; Paula Cantallops-Vilà; Laura Sererols-Viñas; Paloma Ruiz-Blázquez; Aina Rill; Yiliam Fundora; Juan José Lozano; Mar Coll; Idoia Ochoa
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errSave
Chipless RFID Tag Detection Based on Continuous Wavelet Transform and Convolutional Neural Networks
errIEEE Transactions on Microwave Theory and Techniques
IF4.5
err2025-01-01
err0
PREAI
errJ. Junior Fodop Sokoudjou; Pablo García-Cardarelli; Ainhoa Rezola; Daniel Valderas; Javier Díaz; Idoia Ochoa
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errSave
A Compact and Low-Cost Hybrid Reader for Chipless RFID Systems
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errPablo Garcia-Cardarelli; J. Junior Fodop Sokoudjou; Paul Aramberri Araiz; Javier Díaz; Idoia Ochoa; Daniel Valderas; Ainhoa Rezola
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errSave
RAT-CC: A Recurrent Autoencoder for Time-Series Compression and Classification
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errChiarot, Giacomo; Vascon, Sebastiano; Silvestri, Claudio; Ochoa, Idoia
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errSave
Single-cell transcriptional profile of CD34+hematopoietic progenitor cells from del(5q) myelodysplastic syndromes and impact of lenalidomide
errNATURE COMMUNICATIONS
IF15.7
err2024-06-20
err0
errOAAI
errSerrano, Guillermo; Berastegui, Nerea; Diaz-Mazkiaran, Aintzane; Garcia-Olloqui, Paula; Rodriguez-Res, Carmen; Huerga-Dominguez, Sofia; Ainciburu, Marina; Vilas-Zornoza, Amaia; Martin-Uriz, Patxi San; Aguirre-Ruiz, Paula; Ullate-Agote, Asier; Ariceta, Benat; Lamo-Espinosa, Jose-Maria; Acha, Pamela; Calvete, Oriol; Jimenez, Tamara; Molero, Antonieta; Montoro, Maria Julia; Diez-Campelo, Maria; Valcarcel, David; Sole, Francisco; Alfonso-Pierola, Ana; Ochoa, Idoia; Prosper, Felipe; Ezponda, Teresa; Hernaez, Mikel
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errSave
NetActivity enhances transcriptional signals by combining gene expression into robust gene set activity scores through interpretable autoencoders
errNUCLEIC ACIDS RESEARCH
IF13.1
err2024-04-10
err0
errOAAI
errRuiz-Arenas, Carlos; Marin-Goni, Irene; Wang, Liewei; Ochoa, Idoia; Perez-Jurado, Luis A.; Hernaez, Mikel
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errSave
Whole exome sequencing and machine learning germline analysis of individuals presenting with extreme phenotypes of high and low risk of developing tobacco-associated lung adenocarcinoma
errEBIOMEDICINE
IF10.8
err2024-04-01
err0
errOAAI
errPatino-Garcia, Ana; Guruceaga, Elizabeth; Andueza, Maria Pilar; Ocon, Marimar; Sokoudjou, Jafait Junior Fodop; Zornoza, Nicolas de Villalonga; Alkorta-Aranburu, Gorka; Uria, Ibon Tamayo; Gurpide, Alfonso; Camps, Carlos; Jantus-Lewintre, Eloisa; Navamuel-Andueza, Maria; Sanmamed, Miguel F.; Melero, Ignacio; Elgendy, Mohamed; Fusco, Juan Pablo; Zulueta, Javier J.; de-Torres, Juan P.; Bastarrika, Gorka; Seijo, Luis; Pio, Ruben; Montuenga, Luis M.; Hernaez, Mikel; Ochoa, Idoia; Perez-Gracia, Jose Luis
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errSave
Suitability of machine learning for atrophy and fibrosis development in neovascular age-related macular degeneration
errACTA OPHTHALMOLOGICA
IF2.8
err2023-12-22
err0
errOAAI
errde la Fuente, Jesus; Llorente-Gonzalez, Sara; Fernandez-Robredo, Patricia; Hernandez, Maria; Garcia-Layana, Alfredo; Ochoa, Idoia; Recalde, Sergio
errShare
errSave
Chipless Wireless Sensor Coupled With Machine Learning for Oil Temperature Monitoring
errIEEE SENSORS JOURNAL
IF4.5
err2023-09-15
err2
PREAI
errEstevez, Ailyn; Fodop Sokoudjou, Jafait Junior; Sancho, Juan I.; Valderas, Daniel; Ochoa, Idoia; Perez, Noemi
errShare
errSave
Unsupervised ensemble learning for genome sequencing
errPATTERN RECOGNITION
IF7.6
err2022-09-01
err2
errOAAI
errPages-Zamora, Alba; Ochoa, Idoia; Cavero, Gonzalo Ruiz; Villalvilla-Ornat, Pol
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errSave
SimiC enables the inference of complex gene regulatory dynamics across cell phenotypes
errCOMMUNICATIONS BIOLOGY
IF5.1
err2022-04-12
err5
errOAAI
errPeng, Jianhao; Serrano, Guillermo; Traniello, Ian M.; Calleja-Cervantes, Maria E.; Chembazhi, Ullas V.; Bangru, Sushant; Ezponda, Teresa; Rodriguez-Madoz, Juan Roberto; Kalsotra, Auinash; Prosper, Felipe; Ochoa, Idoia; Hernaez, Mikel
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errSave
Moss enables high sensitivity single-nucleotide variant calling from multiple bulk DNA tumor samples
errNATURE COMMUNICATIONS
IF15.7
err2021-04-13
err2
errOAAI
errZhang, Chuanyi; El-Kebir, Mohammed; Ochoa, Idoia
errShare
errSave
Denoising of Aligned Genomic Data
errSCIENTIFIC REPORTS
IF3.9
err2019-10-21
err5
errOAAI
errFischer-Hwang, Irena; Ochoa, Idoia; Weissman, Tsachy; Hernaez, Mikel
errShare
errSave
Effect of lossy compression of quality scores on variant calling
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2016-03-10
err44
errOAAI
errOchoa, Idoia; Hernaez, Mikel; Goldfeder, Rachel; Weissman, Tsachy; Ashley, Euan
errShare
errSave
CaMoDi: a new method for cancer module discovery
errBMC GENOMICS
IF3.7
err2014-12-12
err17
errOAAI
errManolakos, Alexandros; Ochoa, Idoia; Venkat, Kartik; Goldsmith, Andrea J.; Gevaert, Olivier
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errSave
LDPC Codes for Non-Uniform Memoryless Sources and Unequal Energy Allocation
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2010-09-01
err4
PREAI
errOchoa, Idoia; Crespo, Pedro M.; Hernaez, Mikel
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Ignacio Melero
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E
Euan A. Ashley
H-index: 105 · Papers: 782
F
Felipe Prósper
H-index: 89 · Papers: 1.0K
A
Andrea Goldsmith
H-index: 89 · Papers: 803
J
Juan José Lozano
H-index: 69 · Papers: 429
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