Table 4.
Prediction power and AUC for prediction models developed with AI
| Study | Sample size | Single/multicenter | Implantation | Clinical pregnancy | AUC | Externally validated | ||
|---|---|---|---|---|---|---|---|---|
| PPV | NPV | PPV | NPV | |||||
| Kauffman et al. [58] | 455 cycles | S | – | – | 39% | 82% | – | N |
| Wald et al. [59] | 113 cycles | S | – | – | – | – | 0.783 | N |
| Uyar et al. [60] | 2429 embryos | S | 65.6% | 67.5% | – | – | 0.712 | N |
| Banerjee et al. [63] | 1676 cycles | S | – | – | – | – | 0.8 | N |
| Milewski et al. [62] | 1995 patients | S | – | – | – | – | 0.642 | N |
| Choi et al. [64] | 1058 cycles | M | – | – | 59.4% | 94.9% | – | N |
| Manna et al. [6] | 269 embryos | S | – | – | – | – | 0.83 | N |