Respiratory motion prediction by using the adaptive neuro fuzzy inference system (ANFIS)

Physics in Medicine and Biology

Volumn 50, Issue 19, 2005, Pages 4721-4728

  Kakar, Manish ^a   Nyström, Håkan ^c   Aarup, Lasse Rye ^c   Nøttrup, Trine Jakobi ^c   Olsen, Dag Rune ^a,b  

^a OSLO UNIVERSITY HOSPITAL   (Norway)

^b UNIVERSITY OF OSLO   (Norway)

^c FINSEN LABORATORY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; BIOLOGICAL ORGANS; FUZZY SETS; INFERENCE ENGINES; NEURAL NETWORKS; RADIOTHERAPY; TUMORS;

ADAPTIVE NEURO FUZZY INFERENCE SYSTEM (ANFIS); BREAST CANCER; INTELLIGENT SYSTEMS; ROOT-MEAN-SQUARE-ERROR (RMSE);

RESPIRATORY SYSTEM;

ACCURACY; ARTICLE; BREAST CANCER; BREATHING; CANCER RADIOTHERAPY; ERROR; HEART INJURY; HUMAN; MATHEMATICAL MODEL; MODEL; NERVE CELL NETWORK; PNEUMONIA; PREDICTION; PRIORITY JOURNAL; RADIATION DOSE;

ALGORITHMS; BREAST NEOPLASMS; FUZZY LOGIC; HUMANS; MOTION; RADIOTHERAPY PLANNING, COMPUTER-ASSISTED; RESPIRATION;

EID: 25444523799     PISSN: 00319155     EISSN: 00319155     Source Type: Journal    
DOI: 10.1088/0031-9155/50/19/020     Document Type: Article

References (12)

1. Gagliardi G, Bjohle J, Lax I, Ottolenghi A, Eriksson F, Liedberg A, Lind P and Rutqvist L E 2000 Radiation pneumonitis after breast cancer irradiation: analysis of the complication probability using the relative seriality model Int. J. Radiat. Oncol. Biol. Phys. 46 373-81
2. Gagliardi G, Lax I, Soderstrom S, Gyenes G and Rutqvist L E 1998 Prediction of excess risk of long-term cardiac mortality after radiotherapy of stage I breast cancer Radiother. Oncol. 46 63-71
3. Jang J S R 1993 ANFIS: adaptive-network-based fuzzy inference system IEEE Trans. on Syst. Man Cybern. 23 665-85
4. Jang J S R and Chuen-Tsai S 1995 Neuro-fuzzy modeling and control Proc. IEEE 83 378-406
5. Jang J S R, Sun C T and Mizutani E 1997 Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence (Upper Saddle River, NJ 07458: Prentice Hall) 353-60
6. Korreman S S, Pedersen A P, Nøttrup T J, Specht L and Nyström H 2005 Breathing-adapted radiotherapy for breast cancer: comparison of free breathing gating with the breath-hold technique Radiother. Oncol. at press
7. Kubo H D, Len P M, Minohara S and Mostafavi H 2000 Breathing-synchronized radiotherapy program at the University of California Davis Cancer Center Med. Phys. 27 346-53
8. Lee C C 1990a Fuzzy logic in control systems: fuzzy logic controller. I IEEE Trans. on Syst. Man Cybern. 20 404-18
9. Lee C C 1990b Fuzzy logic in control systems: fuzzy logic controller. II IEEE Trans. on Syst. Man Cybern. 20 419-35
10. Loukas Y L 2001 Adaptive neuro-ruzzy inference system: an instant and architecture-free predictor for improved QSAR studies J. Med. Chem. 44 2772-83
11. Sharp G C, Jiang S B, Shimizu S and Shirato H 2004 Prediction of respiratory tumour motion for real-time image-guided radiotherapy Phys. Med. Biol. 49 425-40
12. Vedam S S, Keall P J, Docef A, Todor D A, Kini V R and Mohan R 2004 Predicting respiratory motion for four-dimensional radiotherapy Med. Phys. 31 2274-83