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Documents publish in 2026Jump to: Abdellatif, Manel | Abo El Ezz, Ahmad | Abran, Alain | Ahmadi, Ali | Al Haddad, Kamal | Andrews, Sheldon | Arsenault, Richard | Aïvodji, Ulrich | Baraër, Michel | Beauregard, Yvan | Beauséjour, Marie-Hélène | Ben Ayed, Ismail | Bonev, Ilian | Botez, Ruxandra | Boton, Conrad | Bouix, Sylvain | Boulé, Marc | Bouserhal, Rachel | Bouzid, Hakim | Brailovski, Vladimir | Brissette, François | Carter, Alan | Champliaud, Henri | Chatelain, Jean-François | Cheriet, Mohamed | Clément, Julien | D'Avignon, Katherine | Daoust, Marc-Kevin | David, Éric | Demarquette, Nicole R. | Desrosiers, Christian | Dolz, José | Doutres, Olivier | Drouin, Simon | Dziong, Zbigniew | Ebrahimi-Kahou, Samira | Gagnon, Ghyslain | Gardoni, Mickaël | Gascon-Samson, Julien | Ghazi, Georges | Granger, Éric | Haillot, Didier | Helal, Emna | Ilinca, Adrian | Izquierdo, Ricardo | Jahazi, Mohammad | Jobidon, Gabriel | Kaddoum, Georges | Kadoch, Michel | Kouki, Ammar B. | Labbé, David | Lameiras Koerich, Alessandro | Lapalme, James | Lapointe, Mathieu | Laporte, Catherine | Leivadeas, Aris | Lemaire, Romain | Lerouge, Sophie | Lesage, Annemarie | Lina, Jean-Marc | Liu, Zhaoheng | Lombaert, Hervé | Maref, Wahid | Masse-Dufresne, Janie | Merabtine, Abdelatif | Moha, Naouel | Momen, Gelareh | Monfet, Danielle | Moosavi-Khoonsari, Elmira | Ménard, Michaël | Nabki, Frédéric | Naboulsi, Diala | Nadeau, Sylvie | Nerguizian, Vahé | Nguyen, Kim Khoa | Ouellet-Plamondon, Claudiane | Ouni, Ali | Paquette, Eric | Pedersoli, Marco | Petit, Yvan | Petrillo, Fabio | Pham Van Bang, Damien | Poulin, Annie | Rousse, Daniel R. | Saad, Maarouf | Sanjosé, Marlène | Sayagh, Mohammed | Sboui, Lokman | Selim, Bassant | Shateri, Mohammadhadi | Shih, Andy | Soulaïmani, Azzeddine | St-Onge, David | Tabiai, Ilyass | Tahan, Antoine | Talhi, Chamseddine | Ung, Bora | Voix, Jérémie | Wagnac, Éric | Wong, Tony | Zednik, Ricardo | Zhang, Gaixia Number of items: 200. Abdellatif, Manel
Ghlissi, Hakim, Boukhatem, Mohamed El Hadi, Abdellatif, Manel and Moha, Naouel.
2026.
« A pattern-driven and LLM-assisted approach for decomposing monolithic ML-based systems into microservices ».
In Service-Oriented Computing: 23rd International Conference, ICSOC 2025, Proceedings, Part I (Shenzhen, China, Dec. 01-04, 2025)
Coll. « Lecture Notes in Computer Science », vol. 16320.
pp. 221-229.
Springer. Abo El Ezz, Ahmad
Nassar, Mohamad, Mouri, Fatiha and Abo El Ezz, Ahmad.
2026.
« Assessment of community risk from seismic-induced damage to hazardous materials storage tanks in marine ports ».
Infrastructures, vol. 11, nº 2.
Abran, Alain
Ouaziz, Mohammed Rida, Cheikhi, Laila, Idri, Ali and Abran, Alain.
2026.
« Accessibility in e-government portals: a systematic mapping study ».
International Journal of Electrical and Computer Engineering (IJECE), vol. 16, nº 1.
Ahmadi, Ali
Rodger, Melanie, Poirier, Élisabeth, Wasmer, Elise, Touani, Francesco K., Lerouge, Sophie and Ahmadi, Ali.
2026.
« Enhancing the stability of albumin foam-based support baths using pectin for embedded bioprinting ».
Biomedical Materials, vol. 21, nº 1.
Al Haddad, Kamal
Fadhel, Yosra Ben, Rahmani, Salem and Al-Haddad, Kamel.
2026.
« Advancements in resonant inductive coupling for the wireless powering of active implants ».
In
Advances in sensors, circuits and systems for biomedical applications.
pp. 71-91. Springer Nature.
Pedneault-Desroches, J., Al-Haddad, K. and Merkhouf, A..
2026.
« Investigation of rotor stray currents in large salient-pole generators: Experimental validation ».
IEEE Transactions on Industry Applications.
Peng, Zishun, Li, Yehong, Li, Cao, Dai, Yuxing, Al-Haddad, Kamal and Hu, Wen.
2026.
« Bi-level coordinated optimization method integrating improved artificial fish swarm algorithm and hardware cost model for distribution network ».
Energy Reports, vol. 15.
Zhao, Zhenxing, He, Yujie, Dai, Yuxing, Zhu, Jijia, Peng, Zishun, Huang, Xinyan, Al-Haddad, Kamal and Yang, Yachao.
2026.
« ZVZCS PSFB converter with minimized primary circulating losses and secondary voltage stresses using auxiliary winding and circuit ».
Electric Power Systems Research, vol. 255.
Andrews, Sheldon
Delangle, Mathieu, Moïse-Richard, Anne, Leclercq, Anne-Lise, Labbé, David, Bouchard, Stéphane, Andrews, Sheldon and Ménard, Lucie.
2026.
« Speaking face-to-face with a virtual avatar to reduce anxiety in students who stutter: Tool development and pilot study results ».
Journal of Fluency Disorders, vol. 87.
Arsenault, Richard
Markhali, Siavash Pouryousefi, Gonzalez, Mariana Castañeda, Turcotte, Béatrice, Poulin, Annie, Martel, Jean-Luc, Arsenault, Richard, Brissette, François, Asselin, Olivier and Turcotte, Richard.
2026.
« Impacts of severe land use changes on the hydrology of snow dominated catchments in southern Quebec ».
Journal of Hydrology, vol. 667.
Aïvodji, Ulrich
Kenfack, Patrik, Kahou, Samira Ebrahimi and Aïvodji, Ulrich.
2026.
« Towards fair in-context learning with tabular foundation models ».
Transactions on Machine Learning Research, vol. 2026.
Baraër, Michel
Doumbia, Cheick, Rousseau, Alain N., Baraer, Michel and Savary, Stephane.
2026.
« Assessing climate change impact on glacier runoff in the Upper Yukon Watershed: A Comparative study of CMIP5 and CMIP6 projections ».
Journal of Hydrology, vol. 664, nº Part A.
Beauregard, Yvan
Nasrabadi, Mohamadreza Azar, Beauregard, Yvan and Ekhlassi, Amir.
2026.
« A consumer-centric framework for measuring product obsolescence using user-generated content and large language models: Evidence from IoT devices ».
IEEE Transactions on Engineering Management, vol. 73.
pp. 448-466. Beauséjour, Marie-Hélène
Beauséjour, Marie-Hélène, Wagnac, Éric and Petit, Yvan.
17 January 2026.
« Une nouvelle technologie pour mieux évaluer les blessures de la moelle épinière chez les femmes et les personnes âgées ».
The Conversation.
Carretier, Nathan, Beurienne, Erwan, Beauséjour, Marie-Hélène, Gros, Lucas, Bruna-Rosso, Claire, Dorsemaine, Marine, Behr, Michel, Bailly, Nicolas and Clément, Julien.
2026.
« Validation of a markerless multi-camera pipeline for bouldering fall kinematics ».
Sensors, vol. 26, nº 2.
Ben Ayed, Ismail
Dolz, José and Ben Ayed, Ismail and Desrosiers, Christian, éds.
2026.
« Less-supervised segmentation with CNNs: Scenarios, models and optimization ».
Elsevier. 330 p.
Baklouti, Ghassen, Silva-Rodríguez, Julio, Dolz, Jose, Bahig, Houda and Ben Ayed, Ismail.
2026.
« Regularized low-rank adaptation for few-shot organ segmentation ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15966.
pp. 517-527.
Springer.
Beizaee, Farzad, Hajimiri, Sina, Ben Ayed, Ismail, Lodygensky, Gregory, Desrosiers, Christian and Dolz, Jose.
2026.
« Reflect: Rectified flows for efficient brain anomaly correction transport ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part IV (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15963.
pp. 456-466.
Springer.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« A unified view of learning from both labeled and unlabeled data ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 17-37. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Alternative learning scenarios ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 97-113. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« General introduction ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 1-13. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Semi-supervised learning ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 39-71. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Weakly supervised segmentation ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 73-96. Elsevier.
Shakeri, Fereshteh, Baklouti, Ghassen, Silva-Rodríguez, Julio, Zanella, Maxime, Bahig, Houda, Dolz, Jose and Ben Ayed, Ismail.
2026.
« Test-time adaptation of medical vision-language models ».
In Foundation Models for General Medical AI: Third International Workshop, MedAGI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 16112.
pp. 181-191.
Springer.
Silva-Rodríguez, Julio, Ben Ayed, Ismail and Dolz, Jose.
2026.
« Trustworthy few-shot transfer of medical VLMs through split conformal prediction ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15966.
pp. 658-668.
Springer.
Silva-Rodríguez, Julio, Dolz, José and Ben Ayed, Ismail.
2026.
« A reality check of vision-language pre-training in radiology: Have we progressed using text? ».
In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15830.
pp. 294-309.
Springer.
Silva-Rodríguez, Julio, Fillioux, Leo, Cournède, Paul-Henry, Vakalopoulou, Maria, Christodoulidis, Stergios, Ben Ayed, Ismail and Dolz, José.
2026.
« Full conformal adaptation of medical vision-language models ».
In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15830.
pp. 278-293.
Springer.
Silva-Rodríguez, Julio, Shakeri, Fereshteh, Bahig, Houda, Dolz, Jose and Ben Ayed, Ismail.
2026.
« Few-shot, now for real: Medical VLMs adaptation without balanced sets or validation ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15966.
pp. 237-247.
Springer.
Silva-Rodriguez, Julio-Jose, Dolz, Jose and Ben Ayed, Ismail.
2026.
« Transductive few-shot adapters for medical image segmentation ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 295-309. Elsevier. Bonev, Ilian
Rolland, Evan, Krim, Yasser, Joubair, Ahmed, Bonev, Ilian A., Jones, Evan, Zhang, Pengpeng, Sun, Cheng and Zhao, Nanzhu.
2026.
« Novel calibration method for robotic bottom-up vat polymerization additive manufacturing systems ».
Robotics and Computer-Integrated Manufacturing, vol. 97.
Botez, Ruxandra
Hosseini, Seyed Mohammad, Ghazi, Georges and Botez, Ruxandra Mihaela.
2026.
« New fuzzy-RNN autopilot system for the Cessna Citation X aircraft with a fuzzy transition algorithm ».
Aeronautical Journal.
Boton, Conrad
Ailem, Rayane and Boton, Conrad.
2026.
« Automating clash relevance filtering in BIM-based multidisciplinary coordination using machine learning ».
Automation in Construction, vol. 181, nº Part A.
Bouix, Sylvain
Dargahi, Sedigheh, Bouix, Sylvain and Desrosiers, Christian.
2026.
« Susceptibility distortion correction of diffusion MRI with a single phase-encoding direction ».
In Computational Diffusion MRI: 16th International Workshop, CDMRI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 16205.
pp. 69-80.
Springer.
Moradkhani, Kaveh, Rushmore, R. Jarrett and Bouix, Sylvain.
2026.
« SimCortex: Collision-free simultaneous cortical surfaces reconstruction ».
In Shape in Medical Imaging: International Workshop, ShapeMI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 23, 2025)
Coll. « Lecture Notes in Computer Science », vol. 16171.
pp. 347-359.
Springer. Boulé, Marc
Boulé, Marc.
2026.
« RLC parameters of a two-wire line with the finite element method ».
Canadian Journal of Physics = Revue canadienne de physique, vol. 104.
Bouserhal, Rachel
Zhang, Xinyi N., Shamei, Arian, Grond, Florian, Verduyckt, Ingrid and Bouserhal, Rachel E..
2026.
« The temporal effects of auditory and visual immersion on speech level in virtual environments ».
Journal of the Acoustical Society of America, vol. 159, nº 1.
pp. 384-397.
Zhang, Xinyi N., Verduyckt, Ingrid and Bouserhal, Rachel E..
2026.
« Hearing-integrated bilingual speech corpus: A French-English corpus including hearables for studying speech production under challenging listening conditions ».
Journal of the Acoustical Society of America, vol. 159, nº 2.
pp. 1010-1026. Bouzid, Hakim
Bouzid, Abdel-Hakim and Bouzid, Sofiane.
2026.
« Comparative analysis of ASME B16.5 and EN 1092-1 welding neck flanges ».
Journal of Pressure Vessel Technology, vol. 148, nº 2.
Bouzid, Abdel-Hakim and Choulaei, Mohammad.
2026.
« Comparison of stresses in the junctions of shell structures with bolted flange rings ».
International Journal of Pressure Vessels and Piping, vol. 219, nº Part A.
Tofighi, Ali, Zhu, Linbo and Bouzid, Abdel-Hakim.
2026.
« Elastic interaction in bolted flange joints during hot bolting and disassembly ».
Journal of Pressure Vessel Technology, vol. 148, nº 1.
Brailovski, Vladimir
Mouret, Thibault, Leclercq, Aurore, Dubois, Patrick K. and Brailovski, Vladimir.
2026.
« Improving surface roughness and printability of LPBF Ti6246 components without affecting their structure, mechanical properties and building rate ».
Metals, vol. 16, nº 1.
Soul, Hugo, Brailovski, Vladimir and Yawny, Alejandro.
2026.
« Mechanical behaviour and damage assessment of AlSi10Mg lattice structures fabricated by laser powder bed fusion under static and fatigue loading ».
Mechanics of Materials, vol. 212.
Brissette, François
Markhali, Siavash Pouryousefi, Gonzalez, Mariana Castañeda, Turcotte, Béatrice, Poulin, Annie, Martel, Jean-Luc, Arsenault, Richard, Brissette, François, Asselin, Olivier and Turcotte, Richard.
2026.
« Impacts of severe land use changes on the hydrology of snow dominated catchments in southern Quebec ».
Journal of Hydrology, vol. 667.
Carter, Alan
Imaninasab, Reza, Loria-Salazar, Luis and Carter, Alan.
2026.
« Fatigue life analysis of RAP-predominant asphalt mixtures using classical and VECD approaches ».
International Journal of Pavement Engineering, vol. 27, nº 1.
Champliaud, Henri
Tran, Mai-Van, Champliaud, Henri, Liu, Zhaoheng, Elizalde, Sergio and Jahazi, Mohammad.
2026.
« Wrinkle suppression in metal spinning using Flanged-Edge blanks: Experiments and finite element analysis ».
International Journal of Advanced Manufacturing Technology.
Chatelain, Jean-François
Arslane, Mustapha, Slamani, Mohamed, Louhichi, Borhen and Chatelain, Jean-François.
2026.
« A metrological framework for fixture-induced uncertainty quantification in dimensional inspection using bootstrap-validated genetic algorithm optimization ».
Measurement: Journal of the International Measurement Confederation, vol. 262.
Slamani, Mohamed, Chatelain, Jean-François and Jammel, Siwar.
2026.
« Comprehensive analysis of lubricant and nanofiller contributions to surface roughness control in drilling of GFRP composites ».
Journal of Composites Science, vol. 10, nº 2.
Cheriet, Mohamed
Koulougli, Dahina, Nguyen, Kim Khoa and Cheriet, Mohamed.
2026.
« Cooperative cost game for multiple mobile network operators fronthaul design ».
IEEE Transactions on Network Science and Engineering, vol. 13.
pp. 5799-5816. Clément, Julien
Carretier, Nathan, Beurienne, Erwan, Beauséjour, Marie-Hélène, Gros, Lucas, Bruna-Rosso, Claire, Dorsemaine, Marine, Behr, Michel, Bailly, Nicolas and Clément, Julien.
2026.
« Validation of a markerless multi-camera pipeline for bouldering fall kinematics ».
Sensors, vol. 26, nº 2.
D'Avignon, Katherine
Youssef, Nour and D'Avignon, Katherine.
2026.
« Are we overestimating radiant effects? Re-examining view factors in the seated posture ».
Building and Environment, vol. 287, nº Part B.
Daoust, Marc-Kevin
Daoust, Marc-Kevin.
2026.
« What second-best epistemology could be ».
Analytic Philosophy, vol. 67, nº 1.
pp. 46-58. David, Éric
Gnonhoue, George, David, Éric, Voix, Jérémie and Tabiai, Ilyass.
2026.
« Hybrid flexible dry electrodes for electroencephalography: Electrical and thermo-mechanical properties ».
Journal of Applied Polymer Science, vol. 143, nº 8.
Gnonhoue, George, Tabiai, Ilyass, Voix, Jérémie and David, Éric.
2026.
« Electrical and thermo-mechanical properties of styrene-ethylene-butylene-styrene/carbon nanotube and styrene-ethylene-butylene-styrene/carbon black multipin electrodes for electroencephalography ».
Sensors and Actuators, A: Physical, vol. 399.
Karimi, Samira, Helal, Emna, Pinto, Gabriel Matheus, Gutierrez, Giovanna, Moghimian, Nima, Vello, Tatiana Parra, Fechine, Guilhermino José Macêdo, David, Eric and Demarquette, Nicole.
2026.
« Effect of few-layer graphene (FLG) and relative photodegradation depth on the ductile to fragile transition of high-density polyethylene ».
Journal of Applied Polymer Science, vol. 143, nº 7.
Demarquette, Nicole R.
Arjona, Jessica de Carvalho, Sousa, Paulo Henrique, Demarquette, Nicole Raymonde and Valenzuela-Diaz, Francisco Rolando.
2026.
« Transforming bentonite into high sorption capacity organoclays for gasoline, diesel, and kerosene ».
Minerals, vol. 16, nº 1.
Beaudoin, Étienne J., Zednik, Ricardo J. and Demarquette, Nicole R..
2026.
« Tuning polymer solution elasticity for electrospinning: Effects of molecular weight distribution and elastic doping ».
Rheologica Acta.
Karimi, Samira, Helal, Emna, Pinto, Gabriel Matheus, Gutierrez, Giovanna, Moghimian, Nima, Vello, Tatiana Parra, Fechine, Guilhermino José Macêdo, David, Eric and Demarquette, Nicole.
2026.
« Effect of few-layer graphene (FLG) and relative photodegradation depth on the ductile to fragile transition of high-density polyethylene ».
Journal of Applied Polymer Science, vol. 143, nº 7.
Rahman, Md Sazzadur, Helal, Emna and Demarquette, Nicole R..
2026.
« Recent advances in metal-organic framework-integrated nanocomposite hydrogels for sensors and sensing systems ».
SmartMat, vol. 7, nº 1.
Desrosiers, Christian
Dolz, José and Ben Ayed, Ismail and Desrosiers, Christian, éds.
2026.
« Less-supervised segmentation with CNNs: Scenarios, models and optimization ».
Elsevier. 330 p.
Beizaee, Farzad, Hajimiri, Sina, Ben Ayed, Ismail, Lodygensky, Gregory, Desrosiers, Christian and Dolz, Jose.
2026.
« Reflect: Rectified flows for efficient brain anomaly correction transport ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part IV (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15963.
pp. 456-466.
Springer.
Beizaee, Farzad, Lodygensky, Gregory, Desrosiers, Christian and Dolz, José.
2026.
« MAD-AD: Masked diffusion for unsupervised brain anomaly detection ».
In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15830.
pp. 139-153.
Springer.
Dargahi, Sedigheh, Bouix, Sylvain and Desrosiers, Christian.
2026.
« Susceptibility distortion correction of diffusion MRI with a single phase-encoding direction ».
In Computational Diffusion MRI: 16th International Workshop, CDMRI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 16205.
pp. 69-80.
Springer.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« A unified view of learning from both labeled and unlabeled data ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 17-37. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Alternative learning scenarios ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 97-113. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« General introduction ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 1-13. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Semi-supervised learning ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 39-71. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Weakly supervised segmentation ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 73-96. Elsevier.
Gaillochet, Melanie, Noori, Mehrdad, Dastani, Sahar, Desrosiers, Christian and Lombaert, Herve.
2026.
« Prompt learning with bounding box constraints for medical image segmentation ».
IEEE Transactions on Biomedical Engineering, vol. 73, nº 1.
pp. 359-368.
Liu, Hui, Zhu, Jicheng, Li, Hengtai, Desrosiers, Christian and Zhang, Caiming.
2026.
« Imaging coupled filtering: A unified multi-channel framework for multimodal medical image registration and fusion ».
Signal Processing, vol. 243.
Peng, Jizong, Pedersoli, Marco and Desrosiers, Christian.
2026.
« Boosting semi-supervised image segmentation with global and local mutual information regularization ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 147-175. Elsevier. Dolz, José
Dolz, José and Ben Ayed, Ismail and Desrosiers, Christian, éds.
2026.
« Less-supervised segmentation with CNNs: Scenarios, models and optimization ».
Elsevier. 330 p.
Baklouti, Ghassen, Silva-Rodríguez, Julio, Dolz, Jose, Bahig, Houda and Ben Ayed, Ismail.
2026.
« Regularized low-rank adaptation for few-shot organ segmentation ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15966.
pp. 517-527.
Springer.
Beizaee, Farzad, Hajimiri, Sina, Ben Ayed, Ismail, Lodygensky, Gregory, Desrosiers, Christian and Dolz, Jose.
2026.
« Reflect: Rectified flows for efficient brain anomaly correction transport ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part IV (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15963.
pp. 456-466.
Springer.
Beizaee, Farzad, Lodygensky, Gregory, Desrosiers, Christian and Dolz, José.
2026.
« MAD-AD: Masked diffusion for unsupervised brain anomaly detection ».
In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15830.
pp. 139-153.
Springer.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« A unified view of learning from both labeled and unlabeled data ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 17-37. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Alternative learning scenarios ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 97-113. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« General introduction ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 1-13. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Semi-supervised learning ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 39-71. Elsevier.
Dolz, José, Ben Ayed, Ismail and Desrosiers, Christian.
2026.
« Weakly supervised segmentation ».
In
Less-supervised segmentation with CNNs: Scenarios, models and optimization.
pp. 73-96. Elsevier.
Morales-Álvarez, Pablo, Christodoulidis, Stergios, Vakalopoulou, Maria, Piantanida, Pablo and Dolz, Jose.
2026.
« BayesAdapter: Enhanced uncertainty estimation in CLIP few-shot adaptation ».
International Journal of Computer Vision, vol. 134, nº 2.
Shakeri, Fereshteh, Baklouti, Ghassen, Silva-Rodríguez, Julio, Zanella, Maxime, Bahig, Houda, Dolz, Jose and Ben Ayed, Ismail.
2026.
« Test-time adaptation of medical vision-language models ».
In Foundation Models for General Medical AI: Third International Workshop, MedAGI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 16112.
pp. 181-191.
Springer.
Silva-Rodríguez, Julio, Ben Ayed, Ismail and Dolz, Jose.
2026.
« Trustworthy few-shot transfer of medical VLMs through split conformal prediction ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025)
Coll. « Lecture Notes in Computer Science », vol. 15966.
pp. 658-668.
Springer.
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