Technical Note: Benchmarking automated eye tracking and human detection for motion monitoring in ocular proton therapy

被引:8
|
作者
Via, Riccardo [1 ]
Hennings, Fabian [1 ]
Fattori, Giovanni [1 ]
Pica, Alessia [1 ]
Lomax, Antony [1 ]
Weber, Damien Charles [1 ,2 ,3 ]
Baroni, Guido [4 ]
Hrbacek, Jan [1 ]
机构
[1] Paul Scherrer Inst PSI, Ctr Proton Therapy, CH-5232 Villigen, Switzerland
[2] Univ Hosp Zurich, Dept Radiat Oncol, Ramistr 100, CH-8091 Zurich, Switzerland
[3] Univ Hosp Bern, Dept Radiat Oncol, Freiburgstr 18, CH-3010 Bern, Switzerland
[4] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
关键词
automatic intra-fraction motion monitoring; Image-guided radiotherapy; intraocular tumour; noninvasive eye tracking; ocular proton therapy; optical tracking; UVEAL MELANOMAS; BEAM RADIOTHERAPY; SYSTEM;
D O I
10.1002/mp.14087
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose Ocular proton therapy is an effective therapeutic option for patients affected with uveal melanomas. An optical eye-tracking system (ETS) aiming at noninvasive motion monitoring was developed and tested in a clinical scenario. Materials and methods The ETS estimates eye position and orientation at 25 frames per second using the three-dimensional position of pupil and cornea curvature centers identified, in the treatment room, through stereoscopic optical imaging and infrared eye illumination. Its capabilities for automatic detection of eye motion were retrospectively evaluated on 60 treatment fractions. Then, the ETS performance was benchmarked against the clinical standard based on visual control and manual beam interruption. Results Eye-tracking system detected eye position successfully in 97% of all available frames. Eye-tracking system-based eye monitoring during therapy guarantees quicker response to involuntary eye motions than manual beam interruptions and avoids unnecessary beam interruptions. Conclusions Eye-tracking system shows promise for on-line monitoring of eye motion. Its introduction in the clinical workflow will guarantee a swifter treatment course for the patient and the clinical personnel.
引用
收藏
页码:2237 / 2241
页数:5
相关论文
共 6 条
  • [1] Noninvasive eye localization in ocular proton therapy through optical eye tracking: A proof of concept
    Via, Riccardo
    Hennings, Fabian
    Fattori, Giovanni
    Fassi, Aurora
    Pica, Alessia
    Lomax, Antony
    Weber, Damien Charles
    Baroni, Guido
    Hrbacek, Jan
    MEDICAL PHYSICS, 2018, 45 (05) : 2186 - 2194
  • [2] corneal surface reconstruction and pupil tracking for eye localization in ocular proton therapy
    Via, R.
    Fattori, G.
    Pica, A.
    Baroni, G.
    Lomax, A.
    Weber, D. C.
    Hrbacek, J.
    RADIOTHERAPY AND ONCOLOGY, 2023, 182 : S806 - S807
  • [3] A platform for patient positioning and motion monitoring in ocular proton therapy with a non-dedicated beamline
    Via, Riccardo
    Pella, Andrea
    Romano, Francesco
    Fassi, Aurora
    Ricotti, Rosalinda
    Tagaste, Barbara
    Vai, Alessandro
    Mastella, Edoardo
    Fiore, Maria Rosaria
    Valvo, Francesca
    Ciocca, Mario
    Baroni, Guido
    PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2019, 59 : 55 - 63
  • [4] Multi-camera optical tracking and fringe pattern analysis for eye surface profilometry in ocular proton therapy
    Via, Riccardo
    Bryjova, Katarina
    Pica, Alessia
    Baroni, Guido
    Lomax, Antony
    Weber, Damien Charles
    Fattori, Giovanni
    Hrbacek, Jan
    PHYSICS & IMAGING IN RADIATION ONCOLOGY, 2023, 28
  • [5] Setup Optimization in Ocular Proton Therapy at the National Centre for Oncological Hadrontherapy: Comparison of Two Approaches to Refine the Position of an Eye-Tracking Device
    Sellaro, Giulia
    Pella, Andrea
    Pepa, Matteo
    Galante, Federica
    Ciocca, Mario
    Fiore, Maria Rosaria
    Chalaszczyk, Agnieszka
    Paganelli, Chiara
    Rotondi, Marco
    Vai, Alessandro
    Orlandi, Ester
    Baroni, Guido
    APPLIED SCIENCES-BASEL, 2024, 14 (04):
  • [6] Technical Note: 4D cone-beam CT reconstruction from sparse-view CBCT data for daily motion assessment in pencil beam scanned proton therapy (PBS-PT)
    den Otter, Lydia A.
    Chen, Kuanling
    Janssens, Guillaume
    Meijers, Arturs
    Both, Stefan
    Langendijk, Johannes A.
    Rosen, Lane R.
    Wu, Hsinshun T.
    Knopf, Antje-Christin
    MEDICAL PHYSICS, 2020, 47 (12) : 6381 - 6387