Your article is so interesting.
I'm trying to run the code's, but there are some problems with the syntax error.
like:
File "miccai2018.py", line 256
class_activation_map(time_series_original,original_binary_class,model,path_to_images+surgery_name+'__'+str(f'{i:06}')+'.png',max_frame=i+1,slave_manipulator=slave_manipulator,angle=15*6,elev=75+180)
^
SyntaxError: invalid syntax
File "miccai2018.py", line 261
os.system('ffmpeg -f image2 -framerate 30 -i '+path_to_images+surgery_name+'__%06d.png -s 640x480 '+ path_to_video+surgery_name+slave_manipulator+'.mp4')
^
IndentationError: expected an indented block