This is what I've figured out from them playing live. It's not perfect, but enough 
to have fun with

Chords used
D: x7555x
G: 320003
Bm:x24432
Em:022000
E: x7999x
A: x0222x
A?:x0232x (not sure what this is, but sounds right)
F#m: 244222
B: x24442

Verse 1

   D      G
Doctor, Doctor
                           D     G
Won't you give me the cure I'm after
                   D       G
With a slight wave of your hand
                 D G
I will be reborn a man
                     Bm     Em
All it takes is a little commitment
         Bm      Em
I'm a patient patient

   D     G
Doctor Doctor
                           D     G         
Don't you give me the pain I'm after
               D    G
I know I do it to myself
                 D       G
I'm another book on your shelf
                         Bm      Em
But all it takes is a little commitment
         Bm      Em
I'm a patient patient

D G
D-Bm-E (not sure about this little run)

Chorus

     A          A?
I've taken everything you gave me
F#m          Bm
But its not enough
        B              G
And I'm running out of love

D G D G D G
Bm Em Bm Em

Verse 2

   D       G
Doctor, Doctor
                           D     G
Won't you give me the love I'm after
               D        G
I know you got yourself aplenty
                D      G
Won't you write me something steady
             Bm          Em
All it takes is a little commitment
        Bm      Em
I'm a patient patient

D G
D-Bm-E

Chorus

     A          A?         
I've taken everything you gave me
F#m           Bm
But its not enough
        B              G  
And I'm running out of love

Outro

D  G  D  G  D  G  D  G 
Bm  Em  Bm  Em
D  G  D  G