Intraperitoneal Paclitaxel, Doxorubicin Hydrochloride, and Cisplatin in Treating Patients With Stage III-IV Endometrial Cancer

Inclusion Criteria: * Patients with stage IIIA, or stage IIIC with positive cytologic washings/ascites, adnexal spread, or serosal involvement, or stage IV (by virtue of intraperitoneal disease spread) histologically confirmed endometrial cancer (endometrioid, serous, clear cell, squamous/adenosquamous, undifferentiated, or mixed histologies) * Patients must be optimally cytoreduced with less than or equal to 2 cm residual disease * Absolute neutrophil count (ANC) greater than or equal to 1,500/mm\^3, equivalent to Common Toxicity Criteria (Common Terminology Criteria for Adverse Events \[CTCAE\] version 3.0 \[v3.0\]) grade 1 * Platelets greater than or equal to 100,000/mm\^3 (CTCAE v3.0 grade 0-1) * Hemoglobin greater than or equal to 10 g/dl (CTCAE v3.0 grade 1) * Creatinine less than or equal to 2 mg/% or 24 hour creatinine clearance \> 50 ml/min * Bilirubin less than or equal to 1.5 x upper limit of normal (ULN) (CTCAE v3.0 grade 1) * Serum glutamic oxaloacetic transaminase (SGOT) less than or equal to 2.5 x ULN (CTCAE v3.0 grade 1) * Neuropathy (sensory and motor) less than or equal to CTCAE v3.0 grade 1 * Patients must have normal ejection fraction * Patients must be enrolled within 8 weeks of surgery * Patients who have met the pre-entry requirements * Patients must have signed an approved informed consent and authorization permitting release of personal health information * Patients must have a Gynecologic Oncology Group (GOG) performance status of 0, 1, or 2 Exclusion Criteria: * Metastatic disease involving lung or liver parenchyma, bone or inguinal or scalene lymph nodes * Patients with GOG performance grade of 3 or 4 * Patients with concomitant medical illness such as serious uncontrolled infection, uncontrolled angina, or serious peripheral neuropathy, which in the opinion of the treating physician, makes the protocol prescribed treatments hazardous to the patient * Patients with 3rd degree or complete heart block are not eligible unless a pacemaker is in place; patients who are on medications which alter cardiac conduction (digitalis, beta blockers, calcium channel blockers) or who have other cardiac conduction abnormalities may be placed on study at the discretion of the investigator * Patients with a history of other invasive malignancies, with the exception of non-melanoma skin cancer, are excluded if there is any evidence of other malignancy being present within the last five years; patients are also excluded if their previous cancer treatment contraindicates this protocol therapy * Patients who have received prior radiation or chemotherapy for the cancer being treated in this study