What did you like about That's Okay, that's Love?
If it's the characters, I would recommend
The Producers (Gong Hyo Jin plays a similar character in this drama). Perhaps also
I Remember You? (it doesn't have much romance though)
If it's how Ji Hae Soo took care of Jang Jae Yeol, you might want to look at medical themed dramas perhaps? I haven't watched many but I do recommend
Faith (which is also a historical/time-travelling drama, don't know if that's your cup of tea) where Yoo Eun Soo has to stitch up Choi Young a couple of times.
Descendants of the Sun also has a female doctor, but I haven't watched it yet so I absolutely have no clue.. but it's been highly acclaimed ;)