PC
Philippe Cattin
cs.CVeess.IVcs.LGAlgorithmscs.AIVirtual Realityvirtual realityMagnetic Resonance ImagingLaser TherapyMultiple Sclerosis
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
244 papers in the corpus · 2004–2026MedMCP: An Open Agentic Ecosystem for Medical Imaging Workflows10.64898/2026.10.12.758708v1 · McGinnis, J., Friedrich, P., Muhlau, M. et al.2026 · 0 citationsbioRxiv
Learning from the unseen: synthetic data for scoliosis AI segmentation.42864529 · Buchakchiyskiy, Volodimir, El Hadramy, Sidaty, Zentai, Norbert et al.2026 · 0 citationsInternational journal of computer assisted radiology and surgery. 2026
Magnet-free proton therapy with 4D pencil beam delivery optimisation.42838098 · von Mühlenen, Nair N, Bieder, Florentin, Zhang, Ye et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(20)
Development of a Predictive Model for Patient Compliance in Enhanced Recovery After Surgery (ERAS) Programs for Colorectal Surgery.42817924 · Taha, Anas, Mohandes, Bushra, Honaker, Michael Drew et al.2026 · 0 citationsWorld journal of surgery. 2026
Field-of-View Extension in Dental Cone-Beam CT via Implicit Neural Representations and Diffusion Model-Based Refinement2609.28110v1 · Susanne Schaub, Florentin Bieder, Matheus L. Oliveira et al.2026 · 0 citationsarXiv
4D Pencil Beam Treatment Plan with Conditional Weight Predictions2609.26294v1 · Nair N von Muehlenen, Florentin Bieder, Philippe C Cattin2026 · 0 citationsarXiv
SA-Profile: Automated Sulcus Angle Profiling from Super-Resolution MRI2609.10125v1 · Michael Wehrli, Leo Widmer, Edwin Li et al.2026 · 0 citationsarXiv
Noninterchangeability of Vessel Density Measurements Across Next-Generation SS-OCTA Systems.42813934 · Maloca, Peter M, Cattin, Philippe C, Inglin, Nadja et al.2026 · 0 citationsTranslational vision science & technology. 2026;15(9):24
Generalizing Soft Tissue Deformation and Force Prediction Across Material Stiffness and Geometry2608.20967v1 · Madina Kojanazarova, Sidaty El Hadramy, Philippe C. Cattin2026 · 0 citationsarXiv
Modelling Geographic Atrophy Progression using Implicit Neural Representations2608.10807v1 · Simone Sarrocco, Paul Friedrich, Florentin Bieder et al.2026 · 0 citationsarXiv
Fused filament fabrication of radiopaque barium sulfate-reinforced polyetheretherketone composites for thin-walled patient-specific orbital reconstruction.42902097 · Oteiza, Jokin Zubizarreta, Krieger, Yannick, Seiler, Daniel et al.2026 · 0 citationsJournal of materials science. Materials in medicine. 2026;37(1)
Portable surrogate-free 4D MRI from standard fast multi-slice 2D MRI via implicit neural representations2607.17906v1 · Muheng Li, Xinyang Wu, Xia Li et al.2026 · 0 citationsarXiv
Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning2607.13826v1 · Vincent Ochs, Christoph Kuemmerli, Florentin Bieder et al.2026 · 0 citationsarXiv
Machine learning for diagnosing non-ST-segment elevation myocardial infarction: a derivation and validation study.42473534 · Champetier, Arnaud, Lopez-Ayala, Pedro, Reich, Christoph et al.2026 · 0 citationsEClinicalMedicine. 2026;97:104055
Development of a predictive model for postoperative body mass index and diabetes outcomes after metabolic bariatric surgery: retrospective cohort study.42398077 · Ochs, Vincent, Kollmann, Lars, Rosenblum, Ilan et al.2026 · 3 citationsBJS open. 2026;10(4)
HyperShape: Hyperelasticity Across Diverse Shapes2608.09938v1 · Leo Widmer, Sidaty El Hadramy, St'ephane Cotin et al.2026 · 0 citationsarXiv
Reducing Mis-triage in Emergency Departments (RemEDy): Protocol for Improving Triage Accuracy Through Real-time Evaluation and Artificial Intelligence.42202274 · Sibilio, Serena, Van Grootven, Bastiaan, Mettler, Annette Christine et al.2026 · 0 citationsJMIR research protocols. 2026;15:e92264
DefSynUS: Real-time patient-specific intrahepatic vessel identification via deformation-aware CT-US domain adaptation.42165916 · Beaudet, Karl-Philippe, Velikova, Yordanka, El Hadramy, Sidaty et al.2026 · 0 citationsInternational journal of computer assisted radiology and surgery. 2026;21(6):1351-1358
Virtual Treatment for radiotherapy: Multimodal generative prediction of longitudinal NSCLC tumor progression.42150420 · Mantegna, Massimiliano, Ayllón, Elena Mulero, Caragliano, Alice Natalina et al.2026 · 1 citationComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2026;132:102774
Cold induced pain elicits reproducible breath metabolomic responses across geographically distinct populations.42109849 · Richard, Mélina, Singh, Kapil Dev, Sezer, Dilan et al.2026 · 0 citationsiScience. 2026;29(6):115857
NOIR: Neural Operator mapping for Implicit Representations2603.13118v1 · Sidaty El Hadramy, Nazim Haouchine, Michael Wehrli et al.2026 · 0 citationsarXiv
Longitudinal NSCLC Treatment Progression via Multimodal Generative Models2603.06147v1 · Massimiliano Mantegna, Elena Mulero Ayll'on, Alice Natalina Caragliano et al.2026 · 0 citationsarXiv
3D CBCT Artefact Removal Using Perpendicular Score-Based Diffusion Models2603.06300v1 · Susanne Schaub, Florentin Bieder, Matheus L. Oliveira et al.2026 · 0 citationsLecture Notes in Computer Science, vol. 16128, Springer, 2025, pp. 244-253
AutoFFS: Adversarial Deformations for Facial Feminization Surgery Planning2603.02288v2 · Paul Friedrich, Florentin Bieder, Florian M. Thieringer et al.2026 · 0 citationsarXiv
Influence of laser beam intensity profile on deep bone ablation in laser osteotomy.41634300 · Liu, Mingyi, Hamidi, Arsham, Blaser, Dunia et al.2026 · 2 citationsScientific reports. 2026;16(1):7101
Postural balance during standing at varying virtual heights in children with and without cerebral palsy: a prospective case-control study.42523705 · Lohss, Regine, Sangeux, Morgan, Winter, Rebecca et al.2026 · 0 citationsVirtual reality. 2026;30(3):143
End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery2512.13402v2 · Lorenzo Pettinari, Sidaty El Hadramy, Michael Wehrli et al.2025 · 0 citationsarXiv
Is virtual reality training for lumbosacral freehand pedicle screw placement an alternative to conventional training?41396220 · Urbanschitz, Lukas, Mandelli, Filippo, Netzer, Cordula et al.2025 · 1 citationEuropean journal of orthopaedic surgery & traumatology : orthopedie traumatologie. 2025;36(1):46
Soft Tissue Simulation and Force Estimation From Heterogeneous Structures Using Equivariant Graph Neural Networks.41357689 · Kojanazarova, Madina, Hadramy, Sidaty El, Wilkie, Jack et al.2025 · 2 citationsHealthcare technology letters. 2025;12(1):e70042
Minimally invasive approaches using virtual reality planning in elective aneurysm surgery.41424825 · Greuter, Ladina, Stoessel, Tabea, Ebel, Florian et al.2025 · 0 citationsFrontiers in surgery. 2025;12:1713243
Real-time monitoring of cell culture contamination via TVOC and gas sensing technologies.41313828 · Schicklin, Cédric, Kissling, Tom, Weissenborn, Susanne et al.2025 · 2 citationsTalanta. 2026;300:128958
Deep Generative Models for Enhanced Vitreous OCT Imaging2511.00881v2 · Simone Sarrocco, Philippe C. Cattin, Peter M. Maloca et al.2025 · 0 citationsarXiv
TabINR: An Implicit Neural Representation Framework for Tabular Data Imputation2510.01136v1 · Vincent Ochs, Florentin Bieder, Sidaty el Hadramy et al.2025 · 2 citationsarXiv
Development of a Clinical Prediction Model for Anastomotic Leakage in Colorectal Surgery.41114976 · Ochs, Vincent, Taha-Mehlitz, Stephanie, Lavanchy, Joël L et al.2025 · 15 citationsJAMA network open. 2025;8(10):e2538267
CPT-4DMR: Continuous sPatial-Temporal Representation for 4D-MRI Reconstruction2509.18427v1 · Xinyang Wu, Muheng Li, Xia Li et al.2025 · 0 citationsarXiv
Optimization-Based Calibration for Intravascular Ultrasound Volume Reconstruction2508.20605v1 · Karl-Philippe Beaudet (MIMESIS, UNISTRA, IHU Strasbourg) et al.2025 · 0 citationsarXiv
Towards Diagnostic Quality Flat-Panel Detector CT Imaging Using Diffusion Models2508.16252v2 · H'elene Corbaz, Anh Nguyen, Victor Schulze-Zachau et al.2025 · 0 citationsarXiv
Towards MR-Based Trochleoplasty Planning2508.06076v1 · Michael Wehrli, Alicia Durrer, Paul Friedrich et al.2025 · 0 citationsarXiv
Edge2Prompt: Modality-Agnostic Model for Out-of-Distribution Liver Segmentation2508.04305v3 · Nathan Hollet, Oumeymah Cherkaoui, Philippe C. Cattin et al.2025 · 0 citationsarXiv
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration2507.12953v1 · Sidaty El Hadramy, Oumeymah Cherkaoui, Philippe C. Cattin2025 · 0 citationsarXiv
fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting2507.13146v1 · Alicia Durrer, Florentin Bieder, Paul Friedrich et al.2025 · 2 citationsarXiv
Conditional Graph Neural Network for Predicting Soft Tissue Deformation and Forces2507.05315v1 · Madina Kojanazarova, Florentin Bieder, Robin Sandkuhler et al.2025 · 1 citationarXiv
Artificial intelligence will change the research environment in dental medicine dramatically: will algorithms replace literature reviews in the near future?40356361 · Bornstein, Michael M, Staedler, Yannick M, Cattin, Philippe C2025 · 0 citationsDento maxillo facial radiology. 2025;54(5):329-331
Multi-volume rendering using depth buffers for surgical planning in virtual reality.40483355 · Faludi, Balázs, Żelechowski, Marek, Licci, Maria et al.2025 · 1 citationInternational journal of computer assisted radiology and surgery. 2025;20(11):2251-2258
Effect of immersive virtual reality on overground gait stability in children with cerebral palsy: A prospective case-control study.40339470 · Lohss, Regine, Sangeux, Morgan, Visscher, Rosa M S et al.2025 · 2 citationsHuman movement science. 2025;101:103359
A Comparative Study of CT Perfusion Postprocessing Tools in Medium/Distal Vessel Occlusion Stroke.40274366 · Corbaz, Helene, Ntoulias, Nikolaos, Brehm, Alex et al.2025 · 3 citationsAJNR. American journal of neuroradiology. 2025;46(5):900-907
Correction: Schicklin et al. Method to Generate Chlorine Dioxide Gas In Situ for Sterilization of Automated Incubators. Pathogens 2024, 13, 1024.40333175 · Schicklin, Cédric, Rauter, Georg, Cattin, Philippe Claude et al.2025 · 0 citationsPathogens (Basel, Switzerland). 2025;14(4)
The outcomes of robotic ileocolic resection in Crohn's disease compared with laparoscopic and open surgery: a meta-analysis and systematic review.40138014 · Flaifel, M, Eichenberg, S, Mohandes, B et al.2025 · 9 citationsTechniques in coloproctology. 2025;29(1):88
Generating 3D pseudo-healthy knee MR images to support trochleoplasty planning.40138095 · Wehrli, Michael, Durrer, Alicia, Friedrich, Paul et al.2025 · 3 citationsInternational journal of computer assisted radiology and surgery. 2025;20(6):1059-1066
Estimating the hole surface area of insecticide-treated nets using image analysis, manual hole counting and exact hole measurements.40087683 · Mbuba, Emmanuel, Mañas-Chavernas, Natalia, Moore, Sarah J et al.2025 · 0 citationsMalaria journal. 2025;24(1):82
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