Table 5 Features in IVF-ET dataset. The dataset used in this study contains 85 independent clinical features. Based on the correlation between features, we grouped them into 13 categories.

From: Critical factors influencing live birth rates in fresh embryo transfer for IVF: insights from cluster ensemble algorithms

Group

Features

Group

Features

Features related to pre-fresh embryo transfer

   

Female Basic Information

Female_age

Factors Associated with Embryo Quality

Total_Number_Of_Ovum

Female_Ethnicity

MII

Female_Education

Retrieved_Ovum

Female_Occupation

Mature_Ovum

Menstrual History

Menarche

0PN

Menstrual_Blood_Volume

1PN

Dysmenorrhoea

2PN

Obstetric History

Conceived before

3PN

Gravity

D3_Embryo

Parity

D5_Embryo

Artificial_Abortion

D6_Embryo

Spontaneous_Abortion

Cleavage_Stage_Good_Quality_Embryos

Medical_Abortion

Blastocyst_Good_Quality_Embryo

Induced_Labour

Embryo Transfer-Related Indicators

Endometrial thickness on HCG day

Premature_Labor

Embryo_transfer_count

Left_Ectopic_Pregnancy

Endothelial _Thickness_on_ET

Right_Ectopic_Pregnancy

Transferred_Good_Quality_Embryos_Count

Living_Children

Transferred_D3_Good_Quality_Embryos_Count

Infertility_Duration

Transferred_D5_Good_Quality_Embryos_Count

Previous History of ART

Previous _ART_Cycle

Female Diagnosis

Fallopian_Disorder

Previous_ART_Pregnancy_Cycle

Ovulatory_Dysfunction

Previous_ART_Cycle_Without _Pregnancy

Immunological_Infertility

Ovarian Response Assessment Indicators

Body Mass Index

Endometriosis

Baseline_FSH

Female_Chromosomal_ Abnormality

Baseline_E2

Female_Monogenic_Diseases

Baseline_P

Female_Genetic_Factors

PRL

Oocyte_Development_and_Quality_Abnormalities

Baseline_LH

Ovarian_Insufficiency

T

Female_Other factors

AMH

Male_Age

Antral_Follicle_Count

Male_Ethnicity

Therapeutic Interventions

Pre-cycle_Acupuncture

Male Basic Information

Male_Education

Intra-cycle_Acupuncture

Male_Occupation

Ovulation_Stimulation_Drugs

Semen_Quality

Ovarian_Stimulation_Protocol

Features related to post-fresh embryo transfer

Transfer Outcomes

Ectopic_Pregnancy

Hormone Levels after Transplantation

P _14days_after_ET

Miscarriage

E2 _14days_after_ET

Reason_of_Miscarriage

Complications During Pregnancy

Gestational_Diabetes

Gestation_Period

Gestational_Hypertension

Premature_Delivery

Intrahepatic_Cholestasis_of _Pregnancy

Delivery_Way

Fetofetal_Transfusion

Boy_Baby

Premature_Rupture_of_Membranes

Girl_Baby

 

Number_of_Babies

 
  1. FSH: follicle-stimulating hormone. LH: luteinizing hormone. IVF: in-vitro fertilization; E2, estradiol; P: progesterone; T, testosterone; AMH: anti-Müllerian hormone; GnRH-a: gonadotropin-releasing hormone agonist; GnRH-A: gonadotropin-releasing hormone antagonist; D3, Cleavage embryo; D5, Blastocyst embryo; EMT, endometrium thickness; ET, embryo transfer.