Prof. Dr. Philippe Claude Cattin

Karnam, Murali, Zelechowski, Marek, Cattin, Philippe C., Rauter, Georg, & Gerig, Nicolas. (2025). User-specified inverse kinematics taught in virtual reality reduce time and effort to hand-guide redundant surgical robots [Journal-article]. Communications Engineering, 4(1). https://doi.org/10.1038/s44172-025-00357-x

Valmaggia, Philippe, Wolleb, Julia, Bieder, Florentin, Scholl, Hendrik P. N., Cattin, Philippe C., & Maloca, Peter M. (2025). Heart-retina time analysis using electrocardiogram-coupled time-resolved dynamic optical coherence tomography. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-024-84417-w

Bornstein, M. M., Staedler, Y. M., & Cattin, P. C. (2025). Artificial intelligence will change the research environment in dental medicine dramatically: will algorithms replace literature reviews in the near future? [Journal-article]. Dentomaxillofacial Radiology. https://doi.org/10.1093/dmfr/twaf041

Corbaz, H., Ntoulias, N., Brehm, A., Wolleb, J., Cattin, P. C., Bieder, F., Schulze-Zachau, V., & Psychogios, M.-N. (2025). A Comparative Study of CT Perfusion Postprocessing Tools in Medium/Distal Vessel Occlusion Stroke [Journal-article]. American Journal of Neuroradiology. https://doi.org/10.3174/ajnr.a8616

Schicklin, C., Rauter, G., Cattin, P. C., Eugster, M., & Braissant, O. (2025). Correction: Schicklin et al. Method to Generate Chlorine Dioxide Gas In Situ for Sterilization of Automated Incubators. Pathogens 2024, 13, 1024 [Journal-article]. Pathogens, 14(4), 368. https://doi.org/10.3390/pathogens14040368

Sinues, Pablo, Richard, Mélina, Singh, Kapil, Sezer, Dilan, Buergler, Sarah, Palermo, Luana, Schulz, Yannick, Tang, Zhifeng, Luo, Xin, Frey, Urs, Cattin, Philippe, Li, Xue, & Gaab, Jens. (2025). Pain induces a rapid characteristic metabolic signature detectable in breath. Research Square. https://doi.org/10.21203/rs.3.rs-6048423/v1

Maintz, Michaela, Desan, Nora, Sharma, Neha, Beinemann, Jörg, Beyer, Michel, Seiler, Daniel, Honigmann, Philipp, Soleman, Jehuda, Guzman, Raphael, Cattin, Philippe C., & Thieringer, Florian M. (2025). Fronto-orbital advancement with patient-specific 3D-printed implants and robot-guided laser osteotomy: an in vitro accuracy assessment. International Journal of Computer Assisted Radiology and Surgery , 20(3), 513–524. https://doi.org/10.1007/s11548-024-03298-6

Oliveira, M. L., Schaub, S., Dagassan-Berndt, D., Bieder, F., Cattin, P. C., & Bornstein, M. M. (2025). Development and evaluation of a deep learning model to reduce exomass-related metal artefacts in cone-beam CT: an ex vivo study using porcine mandibles [Journal-article]. Dentomaxillofacial Radiology, 54(2), 109–117. https://doi.org/10.1093/dmfr/twae062

Birrer, Mathias, Saad, Baraa, Drews, Susanne, Pradella, Charlotte, Flaifel, Mariana, Charitakis, Emmanouil, Ortlieb, Niklas, Haberstroh, Amanda, Ochs, Vincent, Taha-Mehlitz, Stephanie, Burri, Emanuel, Heigl, Andres, Frey, Daniel M., Cattin, Philippe C., Honaker, Michael D., Taha, Anas, & Rosenberg, Robert. (2025). Radiofrequency ablation (RFA) in unresectable pancreatic adenocarcinoma: meta-analysis & systematic review. Surgical Endoscopy , 39(1), 141–152. https://doi.org/10.1007/s00464-024-11450-1

Durrer, Alicia, Wolleb, Julia, Bieder, Florentin, Friedrich, Paul, Melie-Garcia, Lester, Ocampo Pineda, Mario Alberto, Bercea, Cosmin I., Hamamci, Ibrahim Ethem, Wiestler, Benedikt, Piraud, Marie, Yaldizli, Oezguer, Granziera, Cristina, Menze, Bjoern, Cattin, Philippe C., & Kofler, Florian. (2025). Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 15224 LNCS, 87–97. https://doi.org/10.1007/978-3-031-72744-3_9

Friedrich, P., Frisch, Y., & Cattin, P. C. (2025). Deep Generative Models for 3D Medical Image Synthesis. In Generative Machine Learning Models in Medical Image Computing (pp. 255–278). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-80965-1_13

Friedrich, Paul, Wolleb, Julia, Bieder, Florentin, Durrer, Alicia, & Cattin, Philippe C. (2025). WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 15224 LNCS, 11–21. https://doi.org/10.1007/978-3-031-72744-3_2

Wehrli, Michael, Durrer, Alicia, Friedrich, Paul, Buchakchiyskiy, Volodimir, Mumme, Marcus, Li, Edwin, Lehoczky, Gyozo, Hasler, Carol C., & Cattin, Philippe C. (2025). Generating 3D pseudo-healthy knee MR images to support trochleoplasty planning. International Journal of Computer Assisted Radiology and Surgery. https://doi.org/10.1007/s11548-025-03343-y

Manavi Roodsari, S., Freund, S., Angelmahr, M., Seppi, C., Rauter, G., Schade, W., & Cattin, P. C. (2024). Deep learning-based approach for high spatial resolution fibre shape sensing [Journal-article]. Communications Engineering, 3(1). https://doi.org/10.1038/s44172-024-00166-8

Manavi Roodsari, Samaneh, Freund, Sara, Angelmahr, Martin, Seppi, Carlo, Rauter, Georg, Schade, Wolfgang, & Cattin, Philippe C. (2024). Deep learning-based approach for high spatial resolution fibre shape sensing [Journal-article]. Communications Engineering, 3(1). https://doi.org/10.1038/s44172-024-00166-8

Ochs, Vincent, Tobler, Anja, Wolleb, Julia, Bieder, Florentin, Saad, Baraa, Enodien, Bassey, Fischer, Laura E., Honaker, Michael D., Drews, Susanne, Rosenblum, Ilan, Stoll, Reinhard, Probst, Pascal, Müller, Markus K., Lavanchy, Joël L., Taha-Mehlitz, Stephanie, Müller, Beat P., Rosenberg, Robert, Frey, Daniel M., Cattin, Philippe C., & Taha, Anas. (2024). Development of predictive model for predicting postoperative BMI and optimize bariatric surgery: a single center pilot study. Surgery for Obesity and Related Diseases, 20(12), 1234–1243. https://doi.org/10.1016/j.soard.2024.06.012

Schicklin, C., Rauter, G., Cattin, P. C., Eugster, M., & Braissant, O. (2024). Method to Generate Chlorine Dioxide Gas In Situ for Sterilization of Automated Incubators [Journal-article]. Pathogens, 13(11), 1024. https://doi.org/10.3390/pathogens13111024

Saemann, Attill, de Wilde, Daniel, Rychen, Jonathan, Roethlisberger, Michel, Żelechowski, Marek, Faludi, Balázs, Cattin, Philippe Claude, Psychogios, Marios-Nikos, Soleman, Jehuda, & Guzman, Raphael. (2024). Assessment of Interrater Reliability and Accuracy of Cerebral Aneurysm Morphometry Using 3D Virtual Reality, 2D Digital Subtraction Angiography, and 3D Reconstruction: A Randomized Comparative Study. Brain Sciences, 14(10). https://doi.org/10.3390/brainsci14100968

Kunz, Julia Madlaina, Maloca, Peter, Allemann, Andreas, Fasler, David, Soysal, Savas, Däster, Silvio, Kraljević, Marko, Syeda, Gulbahar, Weixler, Benjamin, Nebiker, Christian, Ochs, Vincent, Droeser, Raoul, Walker, Harriet Louise, Bolli, Martin, Müller, Beat, Cattin, Philippe, & Staubli, Sebastian Manuel. (2024). Assessment of resectability of pancreatic cancer using novel immersive high-performance virtual reality rendering of abdominal computed tomography and magnetic resonance imaging. International Journal of Computer Assisted Radiology and Surgery, 19(9), 1677–1687. https://doi.org/10.1007/s11548-023-03048-0

Kunz, Julia Madlaina, Maloca, Peter, Allemann, Andreas, Fasler, David, Soysal, Savas, Däster, Silvio, Kraljević, Marko, Syeda, Gulbahar, Weixler, Benjamin, Nebiker, Christian, Ochs, Vincent, Droeser, Raoul, Walker, Harriet Louise, Bolli, Martin, Müller, Beat, Cattin, Philippe, & Staubli, Sebastian Manuel. (2024). Assessment of resectability of pancreatic cancer using novel immersive high-performance virtual reality rendering of abdominal computed tomography and magnetic resonance imaging [Journal-article]. International Journal of Computer Assisted Radiology and Surgery, 19(9), 1677–1687. https://doi.org/10.1007/s11548-023-03048-0

Greselin, Martina, Lu, Po-Jui, Melie-Garcia, Lester, Ocampo-Pineda, Mario, Galbusera, Riccardo, Cagol, Alessandro, Weigel, Matthias, de Oliveira Siebenborn, Nina, Ruberte, Esther, Benkert, Pascal, Müller, Stefanie, Finkener, Sebastian, Vehoff, Jochen, Disanto, Giulio, Findling, Oliver, Chan, Andrew, Salmen, Anke, Pot, Caroline, Bridel, Claire, et al. (2024). Contrast-Enhancing Lesion Segmentation in Multiple Sclerosis: A Deep Learning Approach Validated in a Multicentric Cohort [Journal-article]. Bioengineering, 11(8), 858. https://doi.org/10.3390/bioengineering11080858

Taha-Mehlitz, Stephanie, Wentzler, Larissa, Angehrn, Fiorenzo, Hendie, Ahmad, Ochs, Vincent, Wolleb, Julia, Staartjes, Victor E., Enodien, Bassey, Baltuonis, Martinas, Vorburger, Stephan, Frey, Daniel M., Rosenberg, Robert, von Flüe, Markus, Müller-Stich, Beat, Cattin, Philippe C., Taha, Anas, & Steinemann, Daniel. (2024). Machine learning-based preoperative analytics for the prediction of anastomotic leakage in colorectal surgery: a swiss pilot study. Surgical Endoscopy, 38(7), 3672–3683. https://doi.org/10.1007/s00464-024-10926-4

Taha-Mehlitz, Stephanie, Wentzler, Larissa, Angehrn, Fiorenzo, Hendie, Ahmad, Ochs, Vincent, Wolleb, Julia, Staartjes, Victor E., Enodien, Bassey, Baltuonis, Martinas, Vorburger, Stephan, Frey, Daniel M., Rosenberg, Robert, von Flüe, Markus, Müller-Stich, Beat, Cattin, Philippe C., Taha, Anas, & Steinemann, Daniel. (2024). Machine learning-based preoperative analytics for the prediction of anastomotic leakage in colorectal surgery: a swiss pilot study [Journal-article]. Surgical Endoscopy, 38(7), 3672–3683. https://doi.org/10.1007/s00464-024-10926-4

Valmaggia, Philippe, Cattin, Philippe C., Sandkühler, Robin, Inglin, Nadja, Otto, Tilman P., Aumann, Silke, Teussink, Michel M., Spaide, Richard F., Scholl, Hendrik P.N., & Maloca, Peter M. (2024). Time-Resolved Dynamic Optical Coherence Tomography for Retinal Blood Flow Analysis. Investigative Ophthalmology and Visual Science, 65(6). https://doi.org/10.1167/iovs.65.6.9

Nahhas, M. K., Gerig, N., Cattin, P., Wilhelm, E., Türp, J. C., & Rauter, G. (2024). Reviewing the potential of hearables for the assessment of bruxism Litareturrecherche zur Eignung von Hearables für die Erkennung von Bruxismus. At-Automatisierungstechnik, 72(5), 389–398. https://doi.org/10.1515/auto-2024-0029

Taha, Anas, Saad, Baraa, Taha-Mehlitz, Stephanie, Ochs, Vincent, El-Awar, Joelle, Mourad, Mohammed M., Neumann, Katerina, Glaser, Christine, Rosenberg, Robert, & Cattin, Philippe C. (2024). Analysis of artificial intelligence in thyroid diagnostics and surgery: A scoping review. American Journal of Surgery, 229, 57–64. https://doi.org/10.1016/j.amjsurg.2023.11.019

Ochs, Vincent, Saad, Baraa, Taha-Mehlitz, Stephanie, Stäubli, Sebastain, Neumann, Katerina, Fischer, Laura, Honaker, Michael D., Lamm, Sebastian, Rosenberg, Robert, Taha, Anas, & Cattin, Philippe C. (2024). An analysis of virtual reality in abdominal surgery—A scoping review [Journal-article]. International Journal of Medical Robotics and Computer Assisted Surgery, 20(1). https://doi.org/10.1002/rcs.2623

Ochs, Vincent, Saad, Baraa, Taha‐Mehlitz, Stephanie, Staubli, Sebastian, Neumann, Katerina, Fischer, Laura, Honaker, Michael D., Lamm, Sebastian, Rosenberg, Robert, Taha, Anas, & Cattin, Philippe C. (2024). An analysis of virtual reality in abdominal surgery—A scoping review [Journal-article]. International Journal of Medical Robotics and Computer Assisted Surgery, 20(1). https://doi.org/10.1002/rcs.2623

Cagol, Alessandro, Benkert, Pascal, Melie-Garcia, Lester, Schaedelin, Sabine A., Leber, Selina, Tsagkas, Charidimos, Barakovic, Muhamed, Galbusera, Riccardo, Lu, Po-Jui, Weigel, Matthias, Ruberte, Esther, Radue, Ernst-Wilhelm, Yaldizli, Özgür, Oechtering, Johanna, Lorscheider, Johannes, D’Souza, Marcus, Fischer-Barnicol, Bettina, Muller, Stefanie, Achtnichts, Lutz, et al. (2024). Association of Spinal Cord Atrophy and Brain Paramagnetic Rim Lesions With Progression Independent of Relapse Activity in People With MS. Neurology, 102(1). https://doi.org/10.1212/WNL.0000000000207768

Cagol, Alessandro, Benkert, Pascal, Melie-Garcia, Lester, Schaedelin, Sabine A., Leber, Selina, Tsagkas, Charidimos, Barakovic, Muhamed, Galbusera, Riccardo, Lu, Po-Jui, Weigel, Matthias, Ruberte, Esther, Radue, Ernst-Wilhelm, Yaldizli, Özgür, Oechtering, Johanna, Lorscheider, Johannes, D’Souza, Marcus, Fischer-Barnicol, Bettina, Müller, Stefanie, Achtnichts, Lutz, et al. (2024). Association of Spinal Cord Atrophy and Brain Paramagnetic Rim Lesions With Progression Independent of Relapse Activity in People With MS [Journal-article]. Neurology, 102(1). https://doi.org/10.1212/wnl.0000000000207768

Cagol, Alessandro, Benkert, Pascal, Melie-Garcia, Lester, Schaedelin, Sabine A., Leber, Selina, Tsagkas, Charidimos, Barakovic, Muhamed, Galbusera, Riccardo, Lu, Po-Jui, Weigel, Matthias, Ruberte, Esther, Radue, Ernst-Wilhelm, Yaldizli, Özgür, Oechtering, Johanna, Lorscheider, Johannes, D’Souza, Marcus, Fischer-Barnicol, Bettina, Müller, Stefanie, Achtnichts, Lutz, et al. (2024). Association of Spinal Cord Atrophy and Brain Paramagnetic Rim Lesions With Progression Independent of Relapse Activity in People With MS [Journal-article]. Neurology, 102(1). https://doi.org/10.1212/wnl.0000000000207768

Durrer, Alicia, Cattin, Philippe C., & Wolleb, Julia. (2024). Denoising Diffusion Models for Inpainting of Healthy Brain Tissue. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14669 LNCS, 35–45. https://doi.org/10.1007/978-3-031-76163-8_4

Fasel, Lorin, Gerig, Nicolas, Danun, Aschraf, Meboldt, Mirko, Guzman, Raphael, Cattin, Philippe C., & Rauter, Georg. (2024). Antagonistic Series Elastic Actuation for a Variable Stiffness Robotic Endoscope [Journal-article]. IEEE/ASME Transactions on Mechatronics, 1–11. https://doi.org/10.1109/TMECH.2024.3484583

Orso Pusterla, Corin Willers, Robin Sandkühler, Simon Andermatt, Sylvia Nyilas, Philippe C. Cattin, Philipp Latzin, Oliver Bieri, & Grzegorz Bauman. (2024). An automated pipeline for computation and analysis of functional ventilation and perfusion lung MRI with matrix pencil decomposition: TrueLung. Zeitschrift Fur Medizinische Physik. https://doi.org/10.1016/j.zemedi.2024.08.001

Seppi, Carlo, & Cattin, C. Cattin. (2024). Deep-Learning Approach for Tissue Classification using Acoustic Waves during Ablation with an Er:YAG Laser (Updated). arXiv.org. https://doi.org/https://arxiv.org/abs/2406.14570v2

von Niederhäusern, Peter A., Seppi, Carlo, Sandkühler, Robin, Nicolas, Guillaume, Haerle, Stephan K., & Cattin, Philippe C. (2024). Augmented reality for sentinel lymph node biopsy [Journal-article]. International Journal of Computer Assisted Radiology and Surgery, 19(1), 171–180. https://doi.org/10.1007/s11548-023-03014-w

von Niederhäusern, P. A., Seppi, C., Sandkühler, R., Nicolas, G., Haerle, S. K., & Cattin, P. C. (2024). Augmented reality for sentinel lymph node biopsy. International Journal of Computer Assisted Radiology and Surgery, 19(1), 171–180. https://doi.org/10.1007/s11548-023-03014-w

Hamidi, Arsham, Bayhaqi, Yakub A., Canbaz, Ferda, Navarini, Alexander A., Cattin, Philippe C., & Zam, Azhar. (2023). Towards phase-sensitive optical coherence tomography in smart laser osteotomy: temperature feedback. Lasers in Medical Science, 38(1). https://doi.org/10.1007/s10103-023-03886-z

Hamidi, A., Bayhaqi, Y. A., Drusová, S., Navarini, A. A., Cattin, P. C., Canbaz, F., & Zam, A. (2023). Cover Image: Volume 55 Issue 10 [Journal-article]. Lasers in Surgery and Medicine, 55(10). https://doi.org/10.1002/lsm.23751

Hamidi, A., Bayhaqi, Y. A., Drusová, S., Navarini, A. A., Cattin, P. C., Canbaz, F., & Zam, A. (2023). Multimodal feedback systems for smart laser osteotomy: Depth control and tissue differentiation. Lasers in Surgery and Medicine, 55(10), 900–911. https://doi.org/10.1002/lsm.23732

Maloca, Peter M., Zarranz-Ventura, Javier, Valmaggia, Philippe, Faludi, Balázs, Zelechowski, Marek, Tufail, Adnan, Zentai, Norbert Z., Scholl, Hendrik P. N., & Cattin, Philippe C. (2023). Validation of collaborative cyberspace virtual reality oculometry enhanced with near real-time spatial audio. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-37267-x

Ochs, Vincent, Tobler, Anja, Enodien, Bassey, Saad, Baraa, Taha-Mehlitz, Stephanie, Wolleb, Julia, Awar, Joelle El, Neumann, Katerina, Drews, Susanne, Rosenblum, Ilan, Stoll, Reinhard, Rosenberg, Robert, Frey, Daniel M., Cattin, Philippe C., & Taha, Anas. (2023). Development and validation of a predictive model of the hospital cost associated with bariatric surgery. Obesity Research and Clinical Practice, 17(6), 529–535. https://doi.org/10.1016/j.orcp.2023.10.003

Schnider, Eva, Wolleb, Julia, Huck, Antal, Toranelli, Mireille, Rauter, Georg, Müller-Gerbl, Magdalena, & Cattin, Philippe C. (2023). Improved distinct bone segmentation in upper-body CT through multi-resolution networks. International Journal of Computer Assisted Radiology and Surgery, 18(11), 2091–2099. https://doi.org/10.1007/s11548-023-02957-4

Żelechowski, M., Faludi, B., Karnam, M., Gerig, N., Rauter, G., & Cattin, P. C. (2023). Automatic patient positioning based on robot rotational workspace for extended reality. International Journal of Computer Assisted Radiology and Surgery, 18(11), 1951–1959. https://doi.org/10.1007/s11548-023-02967-2

Serfözö, Peter Daniel, Sandkühler, Robin, Blümke, Bibiana, Matthisson, Emil, Meier, Jana, Odermatt, Jolein, Badertscher, Patrick, Sticherling, Christian, Strebel, Ivo, Cattin, Philippe C, & Eckstein, Jens. (2023). An augmented reality-based method to assess precordial electrocardiogram leads: a feasibility trial. European Heart Journal - Digital Health, 4(5), 420–427. https://doi.org/10.1093/ehjdh/ztad046

Taha, Anas, Taha-Mehlitz, Stephanie, Nadyrov, Eldar A., Zinovkin, Dmitry, Veyalkin, Ilya, Levin, Leonid, Pranjol, Md Zahidul I., Melling, Nathaniel, Honaker, Michael D., Cattin, Philippe C., & Schmid, Ralph A. (2023). Second Primary Cancer among Patients with Papillary Thyroid Carcinoma Following the Chernobyl Disaster. JAMA Network Open, 6(8). https://doi.org/10.1001/jamanetworkopen.2023.29559

Maintz, Michaela, Msallem, Bilal, de Wild, Michael, Seiler, Daniel, Herrmann, Sven, Feiler, Stefanie, Sharma, Neha, Dalcanale, Federico, Cattin, Philippe, Cattin, Philippe, & Thieringer, Florian Markus. (2023). Parameter optimization in a finite element mandibular fracture fixation model using the design of experiments approach. Journal of the Mechanical Behavior of Biomedical Materials, 144. https://doi.org/10.1016/j.jmbbm.2023.105948

Michaela Maintz, , Bilal Msallem, Michael de Wild, Daniel Seiler, Sven Herrmann, Stefanie Feiler, Neha Sharma, Federico Dalcanale, Philippe Cattin, & Florian Markus Thieringer. (2023). Parameter optimization in a finite element mandibular fracture fixation model using the design of experiments approach. Journal of the Mechanical Behavior of Biomedical Materials, 144. https://doi.org/10.1016/j.jmbbm.2023.105948

Roodsari, S. M., Freund, S., Angelmahr, M., Rauter, G., Schade, W., & Cattin, P. C. (2023, June 5). Deep-learning-based high spatial resolution fiber shape sensing [Posted-content]. Research Square Platform LLC. https://doi.org/10.21203/rs.3.rs-2573095/v1

Bayhaqi, Y. A., Hamidi, A., Navarini, A. A., Cattin, P. C., Canbaz, F., & Zam, A. (2023). Real-time closed-loop tissue-specific laser osteotomy using deep-learning-assisted optical coherence tomography. Biomedical Optics Express, 14(6), 2986–3002. https://doi.org/10.1364/BOE.486660

Manavi Roodsari, Samaneh, Huck-Horvath, Antal, Freund, Sara, Zam, Azhar, Rauter, Georg, Schade, Wolfgang, & Cattin, Philippe C. (2023). Shape sensing of optical fiber Bragg gratings based on deep learning. Machine Learning: Science and Technology, 4(2). https://doi.org/10.1088/2632-2153/acda10

Tsagkas, Charidimos, Huck-Horvath, Antal, Cagol, Alessandro, Haas, Tanja, Barakovic, Muhamed, Amann, Michael, Ruberte, Esther, Melie-Garcia, Lester, Weigel, Matthias, Pezold, Simon, Schlaeger, Regina, Kuhle, Jens, Sprenger, Till, Kappos, Ludwig, Bieri, Oliver, Cattin, Philippe, Granziera, Cristina, & Parmar, Katrin. (2023). Anterior horn atrophy in the cervical spinal cord: A new biomarker in progressive multiple sclerosis. Multiple Sclerosis Journal, 29(6), 702–718. https://doi.org/10.1177/13524585221139152

Tsagkas, Charidimos, Huck-Horvath, Antal, Cagol, Alessandro, Haas, Tanja, Barakovic, Muhamed, Amann, Michael, Ruberte, Esther, Melie-Garcia, Lester, Weigel, Matthias, Pezold, Simon, Schlaeger, Regina, Kuhle, Jens, Sprenger, Till, Kappos, Ludwig, Bieri, Oliver, Cattin, Philippe, Granziera, Cristina, & Parmar, Katrin. (2023). Anterior horn atrophy in the cervical spinal cord: A new biomarker in progressive multiple sclerosis [Journal-article]. Multiple Sclerosis Journal, 29(6), 702–718. https://doi.org/10.1177/13524585221139152

Tsagkas, Charidimos, Huck-Horvath, Antal, Cagol, Alessandro, Haas, Tanja, Amann, Michael, Barakovic, Muhamed, Ruberte, Esther, Melie-Garcia, Lester, Weigel, Matthias, Pezold, Simon, Schlaeger, Regina, Kuhle, Jens, Sprenger, Till, Kappos, Ludwig, Bieri, Oliver, Cattin, Philippe, Granziera, Cristina, & Parmar, Katrin. (2023). Longitudinal assessment of cervical spinal cord compartments in multiple sclerosis [Journal-article]. Multiple Sclerosis and Related Disorders, 71, 104545. https://doi.org/10.1016/j.msard.2023.104545

Tsagkas C, Huck-Horvath A, Cagol A, Haas T, Amann M, Barakovic M, Ruberte E, Melie-Garcia L, Weigel M, Pezold S, Schlaeger R, Kuhle J, Sprenger T, Kappos L, Bieri O, Cattin P, Granziera C, & Parmar K. (2023). Longitudinal assessment of cervical spinal cord compartments in multiple sclerosis. Multiple Sclerosis and Related Disorders, 71, 104545. https://doi.org/10.1016/j.msard.2023.104545

Tsagkas C, Horvath-Huck A, Haas T, Amann M, Todea A, Altermatt A, Müller J, Cagol A, Leimbacher M, Barakovic M, Weigel M, Pezold S, Sprenger T, Kappos L, Bieri O, Granziera C, Cattin P, & Parmar K. (2023). Fully Automatic Method for Reliable Spinal Cord Compartment Segmentation in Multiple Sclerosis. American Journal of Neuroradiology, 44(2), 218–227. https://doi.org/10.3174/ajnr.A7756

Tsagkas, C., Horvath-Huck, A., Haas, T., Amann, M., Todea, A., Altermatt, A., Müller, J., Cagol, A., Leimbacher, M., Barakovic, M., Weigel, M., Pezold, S., Sprenger, T., Kappos, L., Bieri, O., Granziera, C., Cattin, P., & Parmar, K. (2023). Fully Automatic Method for Reliable Spinal Cord Compartment Segmentation in Multiple Sclerosis [Journal-article]. American Journal of Neuroradiology, 44(2), 218–227. https://doi.org/10.3174/ajnr.a7756

Bieder, Florentin, Wolleb, Julia, Durrer, Alicia, Sandkühler, Robin, & Cattin, Philippe C. (2023). Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing. Proceedings of machine learning research, 227, 552–567.

Cetin, Cigdem, Drusová, Sandra, Hamidi, Arsham, Bayhaqi, Yakub, Rauter, Georg, Cattin, Philippe, Zam, Azhar, & Canbaz, Ferda. (2023). Bone ablation performance of a Tm-Cr-Ho:YAG Laser. Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 12377. https://doi.org/10.1117/12.2647703

de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y., & Essert, C. (2023). Editorial for the MEDIA MICCAI special issue 2021. Medical Image Analysis, 83. https://doi.org/10.1016/j.media.2022.102695

Friedrich, P., Wolleb, J., Bieder, F., Thieringer, F. M., & Cattin, P. C. (2023). Point Cloud Diffusion Models for Automatic Implant Generation. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14228 LNCS, 112–122. https://doi.org/10.1007/978-3-031-43996-4_11

Hamidi, A., Bayhaqi, Y. A., Navarini, A. A., Cattin, P. C., Zam, A., & Canbaz, F. (2023). Towards miniaturized OCT-guided laser osteotomy: integration of fiber-coupled Er:YAG laser with OCT. Optics Continuum, 2(10), 2106–2115. https://doi.org/10.1364/OPTCON.497483

Karnam, Murali, Cattin, Philippe C., Rauter, Georg, & Gerig, Nicolas. (2023). Qualitative and quantitative assessment of admittance controllers for hand-guiding surgical robots. At-Automatisierungstechnik, 71, 515–527. https://doi.org/10.1515/auto-2023-0063

Karnam, Murali, Zelechowski, Marek, Cattin, Philippe C., Rauter, Georg, & Gerig, Nicolas. (2023). Workspace-aware Planning of a Surgical Robot Mounting in Virtual Reality. In Tarnita, Daniela;Dumitru, Nicolae;Pisla, Doina;Carbone, Giuseppe;Geonea, Ionut (Ed.), New Trends in Medical and Service Robotics (p. 13). Springer Nature Switzerland.

Karnam, Murali, Zelechowski, Marek, Cattin, Philippe C., Rauter, Georg, & Gerig, Nicolas. (2023). Workspace-aware Planning of a Surgical Robot Mounting in Virtual Reality. Mechanisms and Machine Science, 133 MMS, 13–19. https://doi.org/10.1007/978-3-031-32446-8_2

Taha, Anas, Taha-Mehlitz, Stephanie, Bach, Laura, Ochs, Vincent, Bardakcioglu, Ovunc, Honaker, Michael D., & Cattin, Philippe C. (2023). Robotic colorectal surgery: quality assessment of patient information available on the internet using webscraping. Computer Assisted Surgery, 28(1). https://doi.org/10.1080/24699322.2023.2187275

Taha, Anas, Taha-Mehlitz, Stephanie, Ortlieb, Niklas, Ochs, Vincent, Honaker, Michael Drew, Rosenberg, Robert, Lock, Johan F., Bolli, Martin, & Cattin, Philippe C. (2023). Machine learning in pancreas surgery, what is new? literature review. Frontiers in Surgery, 10. https://doi.org/10.3389/fsurg.2023.1142585

Tomooka, Yukiko, Karnam, Murali, Eugster, Manuela, Cattin, Philippe C., & Rauter, Georg. (2023). Disturbance Propagation Mitigation Between a Deployable Miniature Surgical Robot and Its Insertion Device. Mechanisms and Machine Science, 148, 800–809. https://doi.org/10.1007/978-3-031-45770-8_79

Tomooka, Yukiko, Spothelfer, Dominic, Puiggali-Jou, Anna, Tourbier, Céline, Tankus, Esma Bahar, Thieringer, Florian M., Cattin, Philippe C., Rauter, Georg, & Eugster, Manuela. (2023). Minimal invasives in-situ Bioprinting mittels schlauchbasiertem Materialtransport. At-Automatisierungstechnik, 71, 562–571. https://doi.org/10.1515/auto-2023-0060

Taha A, Taha-Mehlitz S, Ochs V, Enodien B, Honaker MD, Frey DM, & Cattin PC. (2022). Developing and validating a multivariable prediction model for predicting the cost of colon surgery. Frontiers in Surgery, 9, 939079. https://doi.org/10.3389/fsurg.2022.939079

Schnider E., Huck A., Toranelli M, Rauter G., Müller-Gerbl M, & Cattin PC. (2022). Improved distinct bone segmentation from upper-body CT using binary-prediction-enhanced multi-class inference. International Journal of Computer Assisted Radiology and Surgery, 17(11), 2113–2120. https://doi.org/10.1007/s11548-022-02650-y

Bayhaqi Y.A., Hamidi A., Canbaz F., Navarini AA, Cattin PC, & Zam A. (2022). Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy. IEEE Transactions on Medical Imaging, 41(10), 2615–2628. https://doi.org/10.1109/TMI.2022.3168793

Valmaggia P, Friedli P, Hörmann B, Kaiser P, Scholl HPN, Cattin PC, Sandkühler R, & Maloca PM. (2022). Feasibility of Automated Segmentation of Pigmented Choroidal Lesions in OCT Data With Deep Learning. Translational Vision Science and Technology, 11(9), 25. https://doi.org/10.1167/tvst.11.9.25

Valmaggia, P., Friedli, P., Hörmann, B., Kaiser, P., Scholl, H. P. N., Cattin, P. C., Sandkühler, R., & Maloca, P. M. (2022). Feasibility of Automated Segmentation of Pigmented Choroidal Lesions in OCT Data With Deep Learning [Journal-article]. Translational Vision Science and Technology, 11(9), 25. https://doi.org/10.1167/tvst.11.9.25

Staubli, Sebastian M., Maloca, Peter, Kuemmerli, Christoph, Kunz, Julia, Dirnberger, Amanda S., Allemann, Andreas, Gehweiler, Julian, Soysal, Savas, Droeser, Raoul, Däster, Silvio, Hess, Gabriel, Raptis, Dimitri, Kollmar, Otto, von Flüe, Markus, Bolli, Martin, & Cattin, Philippe. (2022). Magnetic resonance cholangiopancreatography enhanced by virtual reality as a novel tool to improve the understanding of biliary anatomy and the teaching of surgical trainees. Frontiers in Surgery, 9. https://doi.org/10.3389/fsurg.2022.916443

Cetin C., Drusova S., Hamidi A., Rauter G., Cattin P., Zam A., & Canbaz F. (2022). Bone ablation using a Ho:YAG laser. Current Directions in Biomedical Engineering, 8, 580–583. https://doi.org/10.1515/cdbme-2022-1148

Eugster M., Duverney C., Karnam M., Gerig N., Cattin P.C., & Rauter G. (2022). Robotic Endoscope System for Future Application in Minimally Invasive Laser Osteotomy: First Concept Evaluation. IEEE Transactions on Medical Robotics and Bionics, 4(3), 621–633. https://doi.org/10.1109/TMRB.2022.3172471

Karnam, Murali, Zelechowski, Marek, Cattin, Philippe C., Rauter, Georg, & Gerig, Nicolas. (2022). Augmented Reality for 6-DoF Motion Recording, Preview, and Execution to Enable Intuitive Surgical Robot Control. Current Directions in Biomedical Engineering, 8(2), 225–228. https://doi.org/10.1515/cdbme-2022-1058

Karnam M., Zelechowski M., Cattin P.C., Rauter G., & Gerig N. (2022). Augmented Reality for 6-DoF Motion Recording, Preview, and Execution to Enable Intuitive Surgical Robot Control. Current Directions in Biomedical Engineering, 8(2), 225–228. https://doi.org/10.1515/cdbme-2022-1058

Manavi Roodsari S., Freund S., Zam A., Rauter G., & Cattin P.C. (2022). Fabrication and Characterization of a Flexible FBG-Based Shape Sensor Using Single-Mode Fibers. IEEE Transactions on Biomedical Engineering, 69(8), 2488–2498. https://doi.org/10.1109/TBME.2022.3148040

Cagol, Alessandro, Schaedelin, Sabine, Barakovic, Muhamed, Benkert, Pascal, Todea, Ramona-Alexandra, Rahmanzadeh, Reza, Galbusera, Riccardo, Lu, Po-Jui, Weigel, Matthias, Melie-Garcia, Lester, Ruberte, Esther, Siebenborn, Nina, Battaglini, Marco, Radue, Ernst-Wilhelm, Yaldizli, Özgür, Oechtering, Johanna, Sinnecker, Tim, Lorscheider, Johannes, Fischer-Barnicol, Bettina, et al. (2022). Association of Brain Atrophy with Disease Progression Independent of Relapse Activity in Patients with Relapsing Multiple Sclerosis. JAMA Neurology, 79(7), 682–692. https://doi.org/10.1001/jamaneurol.2022.1025

Fasel L., Gerig N., Cattin P.C., & Rauter G. (2022). Control Evaluation of Antagonistic Series Elastic Actuation for a Robotic Endoscope Joint. Journal of Bionic Engineering, 19(4), 965–974. https://doi.org/10.1007/s42235-022-00180-6

Fasel L., Gerig N., Cattin P.C., & Rauter G. (2022). Control Evaluation of Antagonistic Series Elastic Actuation for a Robotic Endoscope Joint. Journal of Bionic Engineering, 19(4), 965–974. https://doi.org/10.1007/s42235-022-00180-6

Tomooka, Yukiko, Rauter, Georg, Gerig, Nicolas, Takeda, Ryo, Cattin, Philippe, & Eugster, Manuela. (2022). Bending stiffness variability between a deployable robotic laser osteotome and its insertion device. Current Directions in Biomedical Engineering, 8, 138–141. https://doi.org/10.1515/cdbme-2022-0035

Müller, Jannis, Sinnecker, Tim, Wendebourg, Maria Janina, Schläger, Regina, Kuhle, Jens, Schädelin, Sabine, Benkert, Pascal, Derfuss, Tobias, Cattin, Philippe, Jud, Christoph, Spiess, Florian, Amann, Michael, Lincke, Therese, Barakovic, Muhamed, Cagol, Alessandro, Tsagkas, Charidimos, Parmar, Katrin, Pröbstel, Anne-Katrin, Reimann, Sophia, et al. (2022). Choroid Plexus Volume in Multiple Sclerosis vs Neuromyelitis Optica Spectrum Disorder: A Retrospective, Cross-sectional Analysis [Journal-article]. Neurology: Neuroimmunology and NeuroInflammation, 9(3). https://doi.org/10.1212/nxi.0000000000001147

Duetschler A, Bauman G, Bieri O., Cattin PC, Ehrbar S, Engin-Deniz G, Giger A., Josipovic M, Jud C., Krieger M, Nguyen D., Persson GF, Salomir R., Weber DC, Lomax AJ, & Zhang Y. (2022). Synthetic 4DCT(MRI) lung phantom generation for 4D radiotherapy and image guidance investigations. Medical Physics, 49(5), 2890–2903. https://doi.org/10.1002/mp.15591

Wendebourg MJ, Weigel M, Richter L, Gocheva V, Hafner P, Orsini A.-L., Crepulja V, Schmidt S, Huck A., Oechtering J., Blatow M, Haas T., Granziera C, Kappos L, Cattin P, Bieri O., Fischer D, & Schlaeger R. (2022). Spinal cord gray matter atrophy is associated with functional decline in post-polio syndrome. European Journal of Neurology, 29(5), 1435–1445. https://doi.org/10.1111/ene.15261

Eugster M., Merlet J.-P., Gerig N., Cattin P.C., & Rauter G. (2022). Miniature parallel robot with submillimeter positioning accuracy for minimally invasive laser osteotomy. Robotica, 40(4), 1070–1097. https://doi.org/10.1017/S0263574721000990

Maloca PM, Williams EA, Mushtaq F, Rueppel A, Müller PL, Lange C, de Carvalho ER, Inglin N, Reich M, Egan C, Hasler PW, Tufail A, Scholl HPN, & Cattin PC. (2022). Feasibility and tolerability of ophthalmic virtual reality as a medical communication tool in children and young people. Acta Ophthalmologica, 100(2), e588–e597. https://doi.org/10.1111/aos.14900

Nguendon Kenhagho H., Canbaz F., Hopf A., Guzman R, Cattin P, & Zam A. (2022). Toward optoacoustic sciatic nerve detection using an all-fiber interferometric-based sensor for endoscopic smart laser surgery. Lasers in Surgery and Medicine, 54(2), 289–304. https://doi.org/10.1002/lsm.23473

Abbasi, Hamed, Guzman, Raphael, Cattin, Philippe C., & Zam, Azhar. (2022). All-fiber-optic LIBS system for tissue differentiation: A prospect for endoscopic smart laser osteotomy. Optics and Lasers in Engineering, 148, 106765. https://doi.org/10.1016/j.optlaseng.2021.106765

Canbaz F., Abbasi H., Bayhaqi Y.A., Cattin P.C., & Zam A. (2022). Laser-Induced Breakdown Spectroscopy Combined with Artificial Neural Network for Pre-carbonization Detection in Laserosteotomy. Mechanisms and Machine Science, 106 MMS, 89–96. https://doi.org/10.1007/978-3-030-76147-9_10

Duverney C., El Bahi M.A., Gerig N., Cattin P.C., & Rauter G. (2022). Development and Evaluation of a Force-Sensitive Flexure-Based Microgripper Concept. Mechanisms and Machine Science, 106 MMS, 97–106. https://doi.org/10.1007/978-3-030-76147-9_11

Nahhas M.K., Gerig N., Turp J.C., Cattin P., Wilhelm E., & Rauter G. (2022). Impact of Ear Occlusion on In-Ear Sounds Generated by Intra-oral Behaviors. Mechanisms and Machine Science, 106 MMS, 147–154. https://doi.org/10.1007/978-3-030-76147-9_16

Rauter G., Carbone G., Cattin P.C., Zam A., Pisla D., & Riener R. (2022). Preface. Mechanisms and Machine Science, 106 MMS, v–vi. https://doi.org/10.7765/9781526103291.00005

Seppi, Carlo, Huck, Antal, Hamidi, Arsham, Schnider, Eva, Filipozzi, Massimiliano, Rauter, Georg, Zam, Azhar, & Cattin, Philippe C. (2022). Bone Ablation Depth Estimation From Er:YAG Laser-Generated Acoustic Waves [Journal-article]. IEEE Access, 10, 126603–126611. https://doi.org/10.1109/access.2022.3225651

Seppi C., Huck A., Hamidi A., Schnider E., Filipozzi M., Rauter G., Zam A., & Cattin P.C. (2022). Bone Ablation Depth Estimation From Er:YAG Laser-Generated Acoustic Waves. IEEE Access, 10, 126603–126611. https://doi.org/10.1109/ACCESS.2022.3225651

Wolleb Julia, Bieder Florentin, Sandkühler Robin, & Cattin Philippe C. (2022). Diffusion Models for Medical Anomaly Detection. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13438 LNCS, 35–45. https://doi.org/10.1007/978-3-031-16452-1_4

Wolleb, Julia, Sandkühler, Robin, Bieder, Florentin, Barakovic, Muhamed, Hadjikhani, Nouchine, Papadopoulou, Athina, Yaldizli, Özgür, Kuhle, Jens, Granziera, Cristina, & Cattin, Philippe C. (2022). Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13437 LNCS, 725–735. https://doi.org/10.1007/978-3-031-16449-1_69

Zelechowski M., Faludi B., Rauter G., & Cattin P.C. (2022). Volume Rendering-Based Patient Registration for Extended Reality. Mechanisms and Machine Science, 106 MMS, 115–124. https://doi.org/10.1007/978-3-030-76147-9_13