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Academic Journal

Multi-modality multi-label ocular abnormalities detection with transformer-based semantic dictionary learning

Authors : Siswadi, Anneke Annassia Putri; Bricq, Stéphanie; Mériaudeau, Fabrice ...

Subjects: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]; Machine Learning; [INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV]

Source: Medical & Biological Engineering & Computing. 62:3433-3444

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Conference

Domain adaptation for MRS deep learning quantification methods

Authors : Hachicha, Slim; Sdika, Michaël; Ratiney, Hélène ...

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-IM]Computer Science [cs]/Medical ImagingMarseille; France

Source: ESMRMB 2025 ; https://hal.science/hal-05313762 ; ESMRMB 2025, Oct 2025, Marseille, France

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Conference

Spatial Regularisation for Improved Accuracy and Interpretability in Keypoint-Based Registration

Authors : Billot, Benjamin; Muthukrishnan, Ramya; Abaci Turk, Esra ...

Subjects: Deep learning; Spatial regularisation; InterpretabilityDaejeon; South Korea

Source: MICCAI 2025 - 28th International Conference on Medical Image Computing and Computer Assisted Intervention ; https://hal.

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Conference

Targeting Prostate Biopsy: A Straightforward CNN Solution for 3D MR-Trus Image Registration

Authors : Ho, Thi Thao; Beitone, Clèment; Troccaz, Jocelyne ...

Subjects: Prostate biopsy; MR-TRUS; Rigid registrationHouston; TX; United States

Source: IEEE 22nd International Symposium on Biomedical Imaging (ISBI 2025) ; https://hal.science/hal-05247918 ; IEEE 22nd International Symposium

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Conference

MedDelin : Outil web d'apprentissage de délinéation des tumeurs en radiothérapie conformationnelle

Authors : Diot-Dejonghe, Tiphaine; Allignet, Benoît; Waissi, Waisse ...

Subjects: Web platform; Training; Tumor delineationBordeaux; France

Source: Société Française de Radiothérapie Oncologique (SFRO) ; https://hal.science/hal-05271879 ; Société Française de Radiothérapie Oncologique (SFRO), Sep 2025,

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Conference

Assessing Local Inductive Bias in Deep Learning-Based Three-Gamma Event Classification

Authors : Giovagnoli, Debora; Bossis, Théo; Briand, Stella ...

Subjects: Medical Imaging; Spatially Sparse Networks; Deep learningYokohama; Japan

Source: IEEE NSS/MIC 2025 ; https://hal.science/hal-05272591 ; IEEE NSS/MIC 2025, 2025, Yokohama, Japan

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Conference

GPU tractography: What can we learn from half a trillion streamlines?

Authors : Aeschlimann, Yanis; Deslauriers-Gauthier, Samuel; Veltz, Romain ...

Subjects: Uncertainties evaluation; Structural connectome; Gpu accelerationFranceBordeaux (France), France

Source: International Society for Tractography Conference - IST 2025 ; https://inria.hal.science/hal-05272265 ; International Society for Tractography Conference - IST 2025, Oct

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Conference

Insights on Using Graph Neural Networks for Sulcal Graphs Predictive Models

Authors : Imbert, Alexis; Gaüzère, Benoit; Takerkart, Sylvain ...

Subjects: Sulcal Graphs; Graph Neural Networks; NeuroimagingCaen; France

Source: Lecture Notes in Computer Science ; 14th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition (GbRPR

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Conference

BSRPCA : A Simplified Blind Super-Resolved RPCA-Based Approach for Enhancing Blood Flow Estimation

Authors : Le, Xuan-Hieu; Remeniéras, Jean-Pierre; Kouamé, Denis ...

Subjects: Ultrasound; Deconvolution; Super resolutionAnchorage; AL; United States

Source: 2025 IEEE International Conference on Image Processing (ICIP 2025)https://hal.science/hal-050088772025 IEEE International Conference on Image Processing

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Conference

Une place pour l’IA, mais l’IA à sa place. ; : Enquête sur l’utilisation des logiciels d’aide au diagnostic de type IA dans la détection du cancer du sein.

Authors : Ocquidant, Olivier;

Subjects: Intelligence Artificielle; Interprétation radiologique; MammographiePariSanté Campus; Paris; France

Source: Séminaire Santé et Big Data ; https://shs.hal.science/halshs-05250416 ; Séminaire Santé et Big Data, Institut Santé Numérique en Société - ISNS, May 2025,

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