The issue would be abortions for periods up to 20+ weeks considered ethical by whom?
There's nowhere near consensus on that issue in society. Also the ethics of abortion wouldn't be the same as the ethics of such experiments; in abortion the rights of the mother are at play, minimally, and there are reasonable discussions about when an embryo obtains rights as well as whose rights reign supreme.
Even if considered legal, given that law != ethics, the balance of rights is not the same as abortion.
I would also expect the scientists to deal with this pretty conservatively because if they push those limits, the likely cries to stop funding, etc, etc, would become much more pronounced and the likelihood of the work hitting a political wall much higher.