zdenek.tesar@utlk.cz Matematick-fyzika lnı fakulta Univerzity Karlvy v Praze Semina r z ume le inteligence 3.. 205 / 6
O c em t bude... 2 / 6
Psturgrafie Le kar ska vys etr vacı metda Tenzmetricka pls ina Rzklad reakc nı sı ly pacienta na phyb pls iny 3 / 6
Tenzmetricka pls ina 4 / 6
z me r enı STATC AND DYNAM C POSTUROGRAPHC REPORT STATC AND DYNAMC POSTUROGRAPHC REPORT Patient : Date Test: Free - 40 Hz - 5.2 s - Patient: Date : Test : Free - 40 Hz - 5.2 s - ----------------------< A n terpst enr stabilgram --< Eyes pen 50. S g,. ' ' "'. _....:..-----...----...' --...------... >- :S -5 -.. -----, -.... - FFT y... \ Z e.>r i <... :--;..E r""'lergie s,.-..., \ s - 00 2 s 4 8 0 2 4 6 8 20 22. 24 26 28 30 32 34 36 38 40 42 44 46 48 50 2 4 "- 6......jr" - 6 0 2 4 ' 6. 22 20 24 26 Tí m FFT X 0. 59 ( 85. S4V/) 28 30 32 34 36 38. 40 42 44 46 48 ' 2 52 Ant erpsten r stabilgram Eyes c l sed 0. 50 FFT Y Zc'.> ""l P R -50 F requency (HZ) (AP) - 4 6 8 2 4 6 8 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 6 52 : ó.! 0 Frequency (Hz) Ey es clsed FFT X ( VL) - Eyes c l sed E nerg es : : e.s< 9. "' ( 4-9 45 / ) ( 4 6. 22 /) 2 0 e r the trac Energ i ěš 7-00 li ': >-. ( 0.65 0 ) 50 s ( 3 80 '/) (s) Cl,. Eyes pen "- C' b Energy u :s (VL) - Z t. ') -:h Energ i es : 0. 02 ( 0.79%) ' 8. 5 ( 7. ( 5 /). E {\ L ateral sta bi lgram - - - ---------------- --------- ---.------------..------------------------ - -- -------- -- -- ----- --------..----- -- ------- ---- - s -............;...------ - -- ' ------- -...... ---- ; - -..-50 M Eyes pen. 9 ( 92. S/) 4 00 (l (AP) -. ' 52 Time (s) ( 7. 38 9 2 O/(:) 0.96 (2 77 k) 0. 06 (. 3 /) 4 - Tim e (s) Lateral stabi lgr a m 00 -- --- -.-- -------------.------------------- - - - - - - - -- - - - - - - -- - - - - - - - 3 50 2 2 2 4 6 8 0 2 4 6 8 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 lim (s) Energy un:c.je.- the. Results Eyes pen Nrms - EO Eyes clsed Nrms - ES fvlean X (mm) -8.54-0 / / 2 -.2-0.5/0.3/. trac : E nergy u 0. 0 F..-eql.Jency (HZ ) 0 Statkin es igram - Eyes c lsed 50 30 ' 20 0 - fvlean Y (mm ) -37. 78-57 -29.2 -.5-3.35-5.4 / -27.5 / -3.6 MaxX.Amplitude (mm ) 22.07 9.95/7.9829.89 59.96 3.88 / 22.87 / 38.73 MaxY.Amplitude (mm) 38.70 9.35/8. 532.46 44.40 5.38 / 2 7.3 / 56. > SKG length (mm) 590.6 307 / 429 599 3,974.04 346 / 63 / 880 SKG area (mmj 445 39 / 9 / 2 3,344 79 / 2 2 5 / 638 LFS.04 0.72 / /.39 0.56 0.7 / /.44 Limits fstability (mm.) Nrm Rmberg qutient Nrm 2,444 20,000 75.99 2 288 / 677 20 0-2 0-30 - 40 >- - 50 - - 20-3 0 ' j - 40-50 -60 j- -70 t' - 60-7 0-80 -a -90-90 ' t - 00-50 X (mm) 50-5 0 X 5 0 (mm) Exam inatin requested by : Exam inatin requested by : 3 0-00 - 40 5 / 6
Klasifikace pacientu Prble m Me jme pacienta p psturgraficke m vys etr enı, ktere h chceme diagnstikvat pr na vrh dals ı terapie a pr ı padne srvnat s bdbny mi pacienty. Jak ulehc it le kar u m pra ci pr i diagnstice pacientu? 6 / 6
Klasifikac nı tr ı dy Zdravı pacienti Pacienti s vestibula rnı pruchu Pacienti s pruchu mzec ku 7 / 6
Parametry pr klasifikaci pacientu 4 me r enı 34 parametru z kaz de h me r enı Pr ı klady parametru AreaSW 2 YO SP 2 YF RMSvel 2 YF... 8 / 6
Vybrana metda klasifikace pacientu Ume le neurnve sı te Prc? Jake?... 9 / 6
Vy be r parametru dle sme rdatne dchylky 0 / 6
Experimenta lnı testva nı vhdny ch parametru pr klasifikaci pacientu / 6
Prc vy sledky u plne neklidujı 2 / 6
Kncept aplikace pr spra vu pacientu a me r enı C#/XAML aplikace Databa zva c a st Klasifikac nı c a st Agilnı metdy vy vje sftware Snadn rzs ir itelny k d pr dals ı studenty MFF UK 3 / 6
Dem 4 / 6
U spe s ne nava za nı splupra ce s PhDr. Ondr ejem C akrtem, Ph.D., z 2. LF UK Funkc nı kncept aplikace pr spra vu pacientu a jejich me r enı z psturgraficky ch vys etr enı, vc etne samstatne aplikace pr vlastnı klasifikaci pacientu pmcı NS Pdklady pr dbrny c la nek d c aspisu C eska a slvenska neurlgie a neurchirurgie 5 / 6
Pde kva nı a prstr na dtazy De kuji za pzrnst :-) 6 / 6