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	Author	Title	Year	Publication	Volume	Pages	Links
	Simeon Petkov; Xavier Carrillo; Petia Radeva; Carlo Gatta	Diaphragm border detection in coronary X-ray angiographies: New method and applications	2014	Computerized Medical Imaging and Graphics	38	296-305
	Adriana Romero; Petia Radeva; Carlo Gatta	No more meta-parameter tuning in unsupervised sparse feature learning	2014	Arxiv
	Adriana Romero; Carlo Gatta; Gustavo Camps-Valls	Unsupervised Deep Feature Extraction Of Hyperspectral Images	2014	6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing
	Simone Balocco; Carlo Gatta; Francesco Ciompi; A. Wahle; Petia Radeva; S. Carlier; G. Unal; E. Sanidas; J. Mauri; X. Carillo; T. Kovarnik; C. Wang; H. Chen; T. P. Exarchos; D. I. Fotiadis; F. Destrempes; G. Cloutier; Oriol Pujol; Marina Alberti; E. G. Mendizabal-Ruiz; M. Rivera; T. Aksoy; R. W. Downe; I. A. Kakadiaris	Standardized evaluation methodology and reference database for evaluating IVUS image segmentation	2014	Computerized Medical Imaging and Graphics	38	70-90
	Santiago Segui; Michal Drozdzal; Fernando Vilariño; Carolina Malagelada; Fernando Azpiroz; Petia Radeva; Jordi Vitria	Categorization and Segmentation of Intestinal Content Frames for Wireless Capsule Endoscopy	2012	IEEE Transactions on Information Technology in Biomedicine	16	1341-1352
	Karim Lekadir; Alfiia Galimzianova; Angels Betriu; Maria del Mar Vila; Laura Igual; Daniel L. Rubin; Elvira Fernandez-Giraldez; Petia Radeva; Sandy Napel	A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound	2017	IEEE Journal Biomedical and Health Informatics	21	48-55
	I. Sorodoc; S. Pezzelle; A. Herbelot; Mariella Dimiccoli; R. Bernardi	Learning quantification from images: A structured neural architecture	2018	Natural Language Engineering	24	363-392
	Alejandro Cartas; Mariella Dimiccoli; Petia Radeva	Batch-based activity recognition from egocentric photo-streams	2017	1st International workshop on Egocentric Perception, Interaction and Computing
	Maedeh Aghaei; Mariella Dimiccoli; Petia Radeva	All the people around me: face clustering in egocentric photo streams	2017	24th International Conference on Image Processing
	Mireia Forns-Nadal; Federico Sem; Anna Mane; Laura Igual; Dani Guinart; Oscar Vilarroya	Increased Nucleus Accumbens Volume in First-Episode Psychosis	2017	Psychiatry Research-Neuroimaging	263	57-60
	Md. Mostafa Kamal Sarker; Mohammed Jabreel; Hatem A. Rashwan; Syeda Furruka Banu; Petia Radeva; Domenec Puig	CuisineNet: Food Attributes Classification using Multi-scale Convolution Network	2018	21st International Conference of the Catalan Association for Artificial Intelligence		365-372
	Md. Mostafa Kamal Sarker; Hatem A. Rashwan; Hatem A. Rashwan; Estefania Talavera; Syeda Furruka Banu; Petia Radeva; Domenec Puig	MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams	2018	European Conference on Computer Vision workshops		423-433
	Giuseppe Pezzano; Oliver Diaz; Vicent Ribas Ripoll; Petia Radeva	CoLe-CNN+: Context learning – Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation	2021	Computers in Biology and Medicine	136	104689
	Simone Balocco; Mauricio Gonzalez; Ricardo Ñancule; Petia Radeva; Gabriel Thomas	Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets	2018	International Workshop on Artificial Intelligence and Pattern Recognition	11047	34-42
	Md. Mostafa Kamal Sarker; Hatem A. Rashwan; Farhan Akram; Estefania Talavera; Syeda Furruka Banu; Petia Radeva; Domenec Puig	Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism	2019	IEEE Access	7	39069-39082

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