4.4.5. Scene understanding and artificial intelligence lab.SUNAI

INVESTIGADOR PRINCIPAL

INVESTIGADORS MASIP RODO, David

ABBAS, Waseem ADHANE, Gerezier Weldegebriel BARÓ SOLÉ, Xavier DEHSHIBI, Mohammad Mahdi HAYAT, Hassan LAPEDRIZA GARCIA, Àgata MERINO ARRANZ, David PRADOS CARRASCO, Ferran VENTURA ROYO, Carles

Articles científics

Llibres

Capítols de llibres

Comunicacions i participacions en congressos

Tesis dirigides

Altres documents

Altres activitats

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CHUNG, K.K.; ALTMANN, D.; BARKHOF, F.; MISZKIEL, K.; BREX, P.A.; O'RIORDAN, J.; EBNER, M.; PRADOS, F.; CARDOSO, M.J.; VERCAUTEREN, T.; OURSELIN, S.; THOMPSON, A.; CICCARELLI, O.; CHARD,D.T. (2020). “A 30-Year Clinical and Magnetic Resonance Imaging Observational Study of Multiple Sclerosis and Clinically Isolated Syndromes”. Annals of Neurology. Vol. (87). Núm. (1). Pàg. 63 - 74. ISSN: 0364-5134. DOI: 10.1002/ana.25637.

PRADOS, F.; MOCCIA, M.; JOHNSON, A.; YIANNAKAS, M.; GRUSSU, F.; CARDOSO, M.J.; CICCARELLI, O.; OURSELIN, S.; BARKHOF, F.; WHEELER-KINGSHOTT, C. (2020). “Generalised boundary shift integral for longitudinal assessment of spinal cord atrophy”. NeuroImage. Vol. (209). Pàg. 1 - 8. ISSN: 1053-8119. DOI: 10.1016/j.neuroimage.2019.116489.

GHOLAMI, N.; DEHSHIBI, M.M.; ADAMATZKY, A.; RUEDA, A.; ZENIL, H.; FAZLALI, M.; MASIP, D. (2020). “A novel method for reconstructing CT images in GATE/GEANT4 with application in medical imaging: A complexity analysis approach”. Journal of Information Processing. Vol. (28). Pàg. 161 168. ISSN: 1882-6652. DOI: 10.2197/ipsjjip.28.161.

CHATAWAY, J.; DE ANGELIS, F.; CONNICK, P.; PARKER, R.A.; PLANTONE, D.; DOSHI, A.; JOHN, N.; STUTTERS, J.; MACMANUS, D.; PRADOS, F.; BARKHOF, F.; OURSELIN, S.; BRAISHER, M.; ROSS, M.; CRANSWICK, G.; PAVITT, S.H.; GIOVANNONI, G.; WHEELER-KINGSHOTT, C.A.G.; HAWKINS, C.;

SHARRACK, B.; BASTOW, R.; WEIR, C.J.; STALLARD, N.; CHANDRAN, S. (2020). “Efficacy of three neuroprotective drugs in secondary progressive multiple sclerosis (MS-SMART): a phase 2b, multiarm, double-blind, randomised placebo-controlled trial”. The Lancet Neurology. Vol. (19). Núm. (3). Pàg. 214 - 225. ISSN: 1474-4422. DOI: 10.1016/S1474-4422(19)30485-5.

ABBAS, W.; MASIP, D.; GIOVANNUCCI, A. (2020). “Limbs Detection and Tracking of Head-Fixed Mice for Behavioral Phenotyping Using Motion Tubes and Deep Learning”. IEEE Access. Vol. (8). Pàg. 37891 - 37901. ISSN: 2169-3536. DOI: 10.1109/ACCESS.2020.2975926.

CHARALAMBOUS, T.; CLAYDEN, J.D.; POWELL, E.; PRADOS, F.; TUR, C.; KANBER, B.; CHARD, D.; OURSELIN, S.; WHEELER-KINGSHOTT, C.A.M.G.; THOMPSON, A.J.; TOOSY, A.T. (2020). “Disrupted principal network organisation in multiple sclerosis relates to disability”. Scientific Reports. Vol. (10). Pàg. 1 - 9. ISSN: 2045-2322. DOI: 10.1038/s41598-020-60611-4.

ESCALERA, S.; ESCALANTE,H.J.; BARÓ, X.; GUYON,I.; MADADI,M.; WAN,J.; AYACHE,S.; GUCLUTURK,Y.; GUCLU,U. (2020). “Guest Editorial: Image and Video Inpainting and Denoising”. IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. (42). Núm. (5). Pàg. 1021 1024. ISSN: 0162-8828. DOI: 10.1109/TPAMI.2020.2971291.

MOCCIA, M.; VALSECCHI, N.; CICCARELLI, O.; VAN SCHIJNDEL, R.; BARKHOF, F.; PRADOS, F. (2020). “Spinal cord atrophy in a primary progressive multiple sclerosis trial: Improved sample size using GBSI”. NeuroImage: Clinical. Vol. (28). Pàg. 1 - 10. ISSN: 2213-1582. DOI: 10.1016/j.nicl.2020.102418.

MARTÍNEZ, E.; SOLANA , E.; PRADOS, F.; ANDORRÀ, M.; SOLANES, A.; LÓPEZ, E.; MONTEJO, C.; PULIDO, I.; ALBA, S.; SOLA, N.; SEPÚLVEDA, M.; BLANCO, Y.; SAIZ, A.; RADUA, J.; LLUFRIU, S. (2020). “Characterization of multiple sclerosis lesions with distinct clinical correlates through quantitative diffusion MRI”. NeuroImage: Clinical. Vol. (28). Pàg. 1 - 8. ISSN: 2213-1582. DOI: 10.1016/j.nicl.2020.102411.

YIANNAKAS, M.C.; SCHNEIDER, T.; YONEYAMA, M.; AFORLABI‑LOGOH, I.; PRADOS, F.; CICCARELLI, O.; WHEELER‑KINGSHOTT, C.A.M. (2020). “Magnetisation transfer ratio combined with magnetic resonance neurography is feasible in the proximal lumbar plexus using healthy volunteers at 3T”. Scientific Reports. Vol. (10). Núm. (1). Pàg. 1 - 7. ISSN: 2045-2322. DOI: 10.1038/s41598-020-71570-1.

KOSTI, R.; ALVAREZ, J.M.; RECASENS, A.; LAPEDRIZA, A. (2020). “Context Based Emotion Recognition Using EMOTIC Dataset”. IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. (42). Núm. (11). Pàg. 2755 - 2766. ISSN: 0162-8828. DOI: 10.1109/TPAMI.2019.2916866.

SOLANKY, B.S.; JOHN, N.A.; DE ANGELIS, F.; STUTTERS, J.; PRADOS, F.; SCHNEIDER, T.; PARKER, R.A.; WEIR, C.J.; MONTEVERDI, A.; PLANTONE, D.; DOSHI, A.; MACMANUS, D.G.; MARSHALL, I.; BARKHOF, F.; GANDINI WHEELER-KINGSHOTT, C.A.M.; CHATAWAY, J. (2020). “NAA is a marker of disability in secondary-progressive MS: A proton MR spectroscopic imaging study”. American Journal of

Neuroradiology. Vol. (41). Núm. (12). Pàg. 2209 - 2218. ISSN: 0195-6108. DOI: 10.3174/ajnr.A6809.

ULIVI, L.; KANBER, B.; PRADOS, F.; DAVAGNANAM, I.; MERWICK, A.; CHAN, E.; WILLIAMS, F.; HUGHES, D.; MURPHY, E.; LACHMANN, R.H.; GANDINI WHEELER-KINGSHOTT, C.A.M.; CIPOLOTTI, L.; WERRING, D.J. (2020). “White matter integrity correlates with cognition and disease severity in Fabry disease”. Brain: A journal of neurology. Vol. (143). Núm. (11). Pàg. 3331 - 3342. ISSN: 1460-2156. DOI: 10.1093/brain/awaa282.

BAU,D.; ZHU,J.Y.; STROBELT,H.; LAPEDRIZA, A.; ZHOU,B.; TORRALBA, A. (2020). “Understanding the role of individual units in a deep neural network”. Proceedings of the National Academy of Sciences of the United States of America. Vol. (117). Núm. (48). Pàg. 30071 - 30078. ISSN: 0027-8424. DOI: 10.1073/pnas.1907375117.

ESCALANTE, H.J.; KAYA, H.; SALAH, A.A.; ESCALERA, S.; GÜÇLÜTÜRK, Y.; GÜÇLÜ, U.; BARÓ, X.; GUYON, I.; SILVEIRA JACQUES JUNIOR, J.C.; MADADI, M.; AYACHE, S.; VIEGAS, E.; GÜRPINAR, F.; WICAKSANA, A.S.; LIEM, C.C.S.; VAN GERVEN, M.A.J.; VAN LIER, R. (2020). “Modeling, Recognizing, and Explaining Apparent Personality from Videos”. IEEE Transactions on Affective Computing. Pàg. 1 - 18. ISSN: 1949-3045. DOI: 10.1109/TAFFC.2020.2973984.

CALVI, A.; HAIDER, L.; PRADOS, F.; TUR, C.; CHARD, D.; BARKHOF, F. (2020). “In vivo imaging of chronic active lesions in multiple sclerosis”. Multiple Sclerosis Journal. Pàg. 1 - 8. ISSN: 1352-4585. DOI: 10.1177/1352458520958589.

PONS, G.; MASIP, D. (2020). “Multitask, Multilabel, and Multidomain Learning With Convolutional Networks for Emotion Recognition”. IEEE Transactions on Cybernetics. Pàg. 1 - 8. ISSN: 2168-2267. DOI: 10.1109/TCYB.2020.3036935.

GUITART, I.; RODRÍGUEZ, M.E.; BARÓ, X. (2020). “Design and Implementation of Dashboards to Support Teachers Decision-Making Process in e-Assessment Systems”. A: BAÑERESD.; GUERREROA.E.; RODRÍGUEZM.E.. Engineering Data-Driven Adaptive Trust-based e-Assessment Systems: Challenges and Infrastructure Solutions. Cham. Springer Nature . Pàg. 109 -132. ISBN: 978-3-030-29325-3. DOI: 10.1007/978-3-030-29326-0_6.

LÓPEZ, A.P.; ESCALANTE, H.J.; MONTES, M.; BARÓ, X. (2020). “Forensic analysis recognition ”. A: BAÑERESD.; GUERREROA.E.; RODRÍGUEZM.E.. Engineering Data-Driven Adaptive Trust-based e-Assessment Systems: Challenges and Infrastructure Solutions . Cham. Springer Nature . Pàg. 1 -18. ISBN: 978-3-030-29325-3. DOI: 10.1007/978-3-030-29326-0_1.

BARÓ, X.; MUÑOZ, R.; BAÑERES, D.; GUERRERO, A.E. (2020). “Biometric tools for learner identity in e-assessment ”. A: BAÑERESD.; GUERREROA.E.; RODRÍGUEZM.E.. Engineering Data-Driven Adaptive Trust-based e-Assessment Systems: Challenges and Infrastructure Solutions . Cham. Springer

Nature . Pàg. 41 -65. ISBN: 978-3-030-29325-3. DOI: 10.1007/978-3-030-29326-0_3.

WEBER, E.; MARZO, N.; PAPADOPOULOS, D.P.; BISWAS, A.; LAPEDRIZA, A.; OFLI, F.; IMRAN, M.; TORRALBA, A. (2020). “Detecting Natural Disasters, Damage, and Incidents in the Wild”. A: BISCHOFH.; BROXT.; FRAHMJ.M.; VEDALDIA.. Computer Vision - ECCV 2020: 16th European Conference, Glasgow, UK, August 23&-28, 2020, Proceedings, Part XIX. Cham. Springer Nature . Pàg. 331 -350. ISBN: 978-3-030-58528-0. DOI: 10.1007/978-3-030-58529-7_20.

JEONG, S.; ALGHOWINEM, S.; AYMERICH, L.; ARIAS, K.; LAPEDRIZA, A.; PICARD, R.; PARK, H.W.; BREAZEAL, C. (2020). “A Robotic Positive Psychology Coach to Improve College Students' Wellbeing”. 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) . Los Alamitos, CA. IEEE - Institute of Electrical and Electronics Engineers. Pàg. 187 -194. ISBN: 978-172816075-7. DOI: 10.1109/RO-MAN47096.2020.9223588.

Títol

Autor

Director/a Gesture Tracking and Neural Activity Segmentation in Head-fixed Behaving Mice by Deep Learning Methods

ABBAS, W.

MASIP, D.