Officers caught up with him near the intersection of I-565 and Jordan Lane. They chased him all they way to Old Madison Pike before he stopped.
Investigators say they suspect the driver was suffering from a medical condition. The driver was taken to Huntsville Hospital. The other drivers involved were not injured.
No charges have been filed at this time.