Upgrade to Pro — share decks privately, control downloads, hide ads and more …

みんなに伝えたい放射線科の魅⼒

UTRAD
May 07, 2021

 みんなに伝えたい放射線科の魅⼒

UTRAD

May 07, 2021
Tweet

More Decks by UTRAD

Other Decks in Education

Transcript

  1. g n r       

       
  2. V I l I l l g s k ݕࠪ؅ཧ

    ΧϯϑΝ Ϩϯε ใࠂॻ ࡞੒ ΧϯϑΝ Ϩϯε
  3. a l I D c I f p ΧϯϑΝ Ϩϯε

    ը૾਍அ ݕࠪ؅ཧ I
  4. y l c e c l l “ ” pt

    l i lx l 0 0 Xom u o n rn ms rnef y ਓؒʹΑΔ஌ࣝهड़΍৔߹෼͚͕ෆཁʹʂ
  5. l y : / .   25%4 "&#)& 8B7C,+.?A;@C:A,=C9

    25%4 '! . *.=C958<>-$(5%4 (%$( *%4"*) .5%4  (!&%(( 5*/0'!4    =C9.. -13#2,4 5
  6. l n l l l A I   

       A
  7. l n l l l A I A  

       
  8. n A l p ֶशࡁΈϞσϧͰॆ෼ͳͷ͔ʁ p ࢪઃຖʹసҠֶशͤͨ͞৔߹ͷਫ਼౓ͷอূ͸ʁ p AIͷ݁ՌΛͲͷΑ͏ʹఄࣔ͢Δʁ p

    σʔλͷަབྷɾόΠΞεͷճආʁ p ࢪઃؒɾ૷ஔؒσʔλͷ͹Β͖ͭ͸ʁ p ൑அͷաఔ͕ཧղࠔ೉→Grad-CAMͰOKͳͷ͔ʁ p ը૾਍அʹඞཁͳ஌͕ࣝ૿͑ΔΘ͚Ͱ͸ͳ͍ p ࣮૷͞Ε͍ͯΔΞϧΰϦζϜͷϐοτϑΥʔϧ͸ʁ p σʔλऩूͷ໰୊→Federated learningͰղܾʁ p ݸਓ৘ใͷ໰୊͸ʁ p Ξϊςʔγϣϯ͸୭͕ɺͲͷΑ͏ʹߦ͏ʁ p Ξϊςʔγϣϯͷࢪઃؒج४͸ʁ p σʔλͷ੔ཧ͸Ͳ͏͢Δʁ p ਫ਼౓ධՁ͸୭͕ߦ͏ʁ p كͳ࣬ױ͕ू·ΔେֶපӃͰ࢖ͬͯྑ͍ͷ͔ʁ p … A
  9. l n g   - , C 1 A

    . A 0 50 1 5 2 55 0 0 -0. 0 0 . 0. 0 0. 5 2 0 ..0 -0 0 5 A
  10. g n r l l l l l m l

    “ HRa vih d F N I M gl TN TN c t N p S F b O