Creatinine clearance and/or glomerular filtration rate (GFR) greater than or equal to 60 mL/min/1.73m^2 within 21 days of protocol therapy; kidney function cannot be estimated by other means INCLUSION - TREATMENT: Estimated glomerular filtration rate (GFR) > 60 mL/min TREATMENT INCLUSION: Estimated glomerular filtration rate (GFR) > 70 mL/min Glomerular filtration rate (GFR) ? 30 mL/min/1.73 m2 using the MDRD-4 variable formula Estimated glomerular filtration rate (GFR by Cockroft-Gault equation OR 24 hour urine collection >= 60 ml/min Impaired kidney function requiring dialysis or glomerular filtration rate (GFR) < 40mL/min (estimated or calculated) Glomerular filtration rate ? 60 ml/min Estimated glomerular filtration rate (GFR) > 50 mL/min Calculated or measured glomerular filtration rate (GFR) < 30 ml/min, dialysis requirement, or prior renal transplant Within 28 days prior to treatment start: Serum creatinine glomerular filtration rate (GFR) > 45 mL/min Glomerular filtration rate (GFR) >= 45 mL/min Within two weeks prior to enrollment: Serum creatinine which is less than 1.5 times the upper limit of institutional normal for age or glomerular filtration rate (GFR) > 70 ml/min/1.73m^2 Glomerular filtration rate (GFR) > 60 mL/min Estimated GFR >30mL/min/1.73m2 Having an estimated glomerular filtration rate (GFR) < 40 ml/min/1.73 m^2. Serum creatinine =< 1.5 x ULN or estimated glomerular filtration rate (GFR) >= 50 mL/min/m^2 Estimated creatinine clearance or GFR (glomerular filtration rate) >= 50 mL/min Glomerular filtration rate (GFR) > 50 ml/min/1.73 m^2 or serum creatinine =< 2.5 x upper limit of normal (ULN) for age Glomerular Filtration Rate (GFR) <40 ml/min Glomerular filtration rate (GFR) >= 45 mL/min Creatinine > 1.5 x ULN or glomerular filtration rate (GFR) < 45 mL/min Abnormal kidney function (glomerular filtration rate GFR < 45 mL/min) For patients >= 1.0 year of age but < 13.0 years of age at the time of enrollment: glomerular filtration rate (GFR) estimated by the updated Schwartz formula >= 90 mL/min/1.73 m^2; if the estimated GFR is < 90 mL/min/1.73 m^2, then renal function must be measured by 24-hour creatinine clearance or nuclear GFR, and must be > 50 mL/min/1.73 m^2 Creatinine clearance (CrCl) or glomerular filtration rate (GFR) >= 50 ml/min/1.73 m^2 Estimated GFR < 40 ml/min Glomerular filtration rate (GFR) >= 45 mL/min Glomerular filtration rate (GFR) < 30 ml/min/1.73 m^2 (if receiving contrast for MRI) Creatinine =< 1.5 x IULN OR glomerular filtration rate (GFR) of >= 50 mL/min Serum creatinine =< 2 x ULN or glomerular filtration rate (GFR) >= 50 Glomerular filtration rate (GFR) > 50 ml/min/1.72 m^2 or creatinine < 2 g/dL, values =< 2 weeks Estimated or actual glomerular filtration rate (GFR) > 40 mL/min/1.73 m^2 for patients with creatinine levels above institutional normal; GFR should be corrected for body surface area (BSA) Estimated glomerular filtration rate (GFR) > 30 ml/min Glomerular filtration rate (GFR) > 59 Glomerular filtration rate (GFR) >= 45 mL/min Glomerular filtration rate (GFR) >= 70 ml/min/1.73 m^2 Creatinine clearance or glomerular filtration rate (GFR) >= 60 ml/min Glomerular filtration rate > 60 ml/min/1.73 m^2 Glomerular filtration rate (GFR) at Screening < 40 milliliter (mL)/minute (min) Adequate renal function (estimated glomerular filtration rate [GFR] > 40mL/min) Within 14 days of study registration (30 days for pulmonary and cardiac): estimated glomerular filtration rate (GFR) >= 40 mL/min/1.73m^2 Glomerular filtration rate (GFR) or creatinine clearance (CrCl) (24 hour urine) greater than 30 ml/min corrected for body surface area Estimated glomerular filtration rate (GFR) of >= 50 ml/min (based on the Fairview Laboratories formula at time of screening) Estimated or actual glomerular filtration rate (GFR*) > 50 mL/min/1.73 m^2 for patients with creatinine levels above institutional normal\r\n* GFR should be corrected for body surface area (BSA) Glomerular Filtration Rate (GFR) > 40mL (milliliter)/min; Creatinine ? 1.5 x ULN (Upper limit of Normal) Glomerular filtration rate (GFR) > 30 mL/min (by standard Cockcroft and Gault formula or measured via 24 hour urine collection) Serum creatinine =< 2 x ULN or glomerular filtration rate (GFR) >= 50 Glomerular filtration rate (GFR) > 25 ml/min (for patients receiving cisplatin, GFR >= 60 ml/min) Creatinine > 1.5 ULN or glomerular filtration rate (GFR) < 45 ml/min Creatinine =< 1.5 or glomerular filtration rate (GFR) >= 60 mL/min/1.73m^2 Adequate renal function with estimated glomerular filtration rate (GFR) by Cockcroft Gault of greater than 40 ML per minute Creatinine < 1.5 x the ULN or glomerular filtration rate (GFR) < 45 ml/min Glomerular filtration rate (GFR) > 50 mL/min Glomerular filtration rate ? 50 mL/min; Glomerular filtration rate (GFR) =< 50 Estimated glomerular filtration rate (GFR) > 50 ml/min Creatinine clearance or glomerular filtration rate (GFR) greater than or equal to 50 mL/min/1.73 m^2 Calculated glomerular filtration rate (GFR) > 45 mL/min Estimated glomerular filtration rate (GFR) must be >= 50 mL/min Estimated glomerular filtration rate (GFR) >= 50 mL/min/1.73m^2 Glomerular filtration rate (GFR) >= 30 ml/min/1.73m^2 Serum creatinine which is less than 1.5 x the upper limit of institutional normal for age or glomerular filtration rate (GFR) > 70 ml/min/1.73 m^2 within two weeks prior to enrollment Glomerular filtration rate (GFR) > 30 using Cockcroft–Gault formula Creatinine >= 1.5 x upper limit of normal (ULN) or glomerular filtration rate (GFR) < 45 ml/min Estimated glomerular filtration rate (GFR) > 45 mL/min/1.73 m^2 Estimated GFR > 45 mL/min/1.73 m^2 Glomerular filtration rate > 60 ml/min Calculated glomerular filtration rate (GFR) > 50 ml/min Glomerular filtration rate > 60 ml/min/1.73 m^2 Glomerular filtration rate (GFR) of 50 ml/minute or greater (if elevated serum creatinine level > 1.5 x ULN) Glomerular filtration rate (GFR) of 50 mL/min or greater Glomerular filtration rate (GFR) < 60 mL/min/1.73 m^2 or calculated GFR < 60 mL/min/m^2 per Schwartz formula Creatinine clearance (CrCl) or glomerular filtration rate (GFR) >= 50 ml/min/1.73m^2 Calculated glomerular filtration rate (GFR) >= 60 ml/min Creatinine clearance (CrCL) or glomerular filtration rate (GFR) >= 50 ml/min/1.73 m^2 Calculated glomerular filtration rate (GFR) must be >= 60 ml/min; GFR will be calculated as needed per institutional guidelines Glomerular filtration rate (GFR) > 45 mL/min/1.73m^2 according to the Cockcroft-Gault estimation. Glomerular filtration rate (GFR) >= 50 ml/minute using Cockroft-Gault formula Calculated creatinine, glomerular filtration rate (GFR) >= 30 cc/minute Normal creatinine for age or glomerular filtration rate (GFR) >= 70/ml/min/1.73m^2 Glomerular filtration rate (GFR) > 40 ml/min/1.73m^2 or Estimated glomerular filtration rate (GFR) > 30 ml/min Creatinine 2 x ULN or glomerular filtration rate (GFR) > 50 Calculated glomerular filtration rate (GFR) > 50 ml/minute Glomerular filtration rate (GFR) < 45 ml/min Calculated Glomerular filtration rate ? 50 mL/min; Glomerular filtration rate (GFR) >= 30 ml/min Glomerular filtration rate (GFR) of >= 50 mL/min/1.73 m^2 Glomerular filtration rate (GFR) < 55 mL/min Estimated glomerular filtration rate (GFR) of < 50 mL/min/1.73 m^2 Creatinine clearance or glomerular filtration rate (GFR) which is greater than or equal to 70 ml/min/1.73 m^2 Chronic kidney disease with glomerular filtration rate < 30 ml/min Estimated glomerular filtration rate (GFR) >15 mL/min/1.73m2 Glomerular Filtration Rate (GFR) ? 30% (? 30 ml/min/1.73 m2) Renal function defined as a calculated or measured glomerular filtration rate (GFR) >= 30 mL/min; for Arm F carboplatin and pemetrexed, GFR >= 45 mL/min Glomerular filtration rate (GFR) < 30 Decreased glomerular filtration rate (GFR) (< 60 ml/min/1.73 m^2 as estimated by the revised Schwartz equation) Participants must have normal organ and marrow function as defined by a glomerular filtration rate (GFR) >= 60 mL/min/1.73 m^2 to be performed per clinical protocol. Glomerular filtration rate (GFR) > 40 Creatinine =< 1.5 x institutional upper limit of normal (ULN) (OR glomerular filtration rate [GFR] > 30 ml/min/1.73 m^2) OR glomerular filtration rate (GFR) > 30 ml/min/1.73 m^2 obtained =< 45 days prior to randomization Glomerular filtration rate (GFR) >= 60 ml/min Estimated glomerular filtration rate (GFR) < 35 ml/min/1.73 m^2 Patients must have adequate renal function: glomerular filtration rate (GFR) > 30 mL/min/1.73 m^2; for the test-retest sub-study MRI, patients must have a GFR of > 60 mL/min/1.73m^2 Glomerular filtration rate < 60 ml/min/1.73 m^2 Patients with a glomerular filtration rate (GFR) < 30 ml/min are ineligible to receive intravenous contrast per standard magnetic resonance (MR) exclusion criteria Severe kidney dysfunction (glomerular filtration rate [GFR] < 30 mL/min/1.73m^2) Subjects with a calculated glomerular filtration rate (GFR) >= 60 mL/min/1.73 m^2 Subjects with a calculated glomerular filtration rate (GFR) > 60 mL/min/1.73 m^2 Elevated creatinine and/or glomerular filtration rate (GFR) < 40 ml/min/1.7 sqm (exclusion criterion only for contrast enhanced MRI) Have a calculated glomerular filtration rate (GFR) =< 30 mL/min/1.73 m^2 Are receiving any form of renal replacement therapy or have a calculated glomerular filtration rate (GFR) < 30 mL/min/1.75 m²; results of serum creatinine testing will be reviewed for calculation of glomerular filtration rate (GFR); patients without a serum creatinine level drawn within the prior 3 months will have this drawn upon enrollment Glomerular filtration rate (GFR) >= 40 Subjects with glomerular filtration rate (GFR) < 50 Glomerular filtration rate (GFR) > 30 ml/min Baseline glomerular filtration rate (GFR) < 50 mL/min/1.73m^2 Glomerular filtration rate (GFR) < 50 In addition, patients with glomerular filtration rate (GFR) < 15 ml/min/1.73m^2 or who are on dialysis will be excluded from the study Patients with glomerular filtration rate (GFR) < 15 ml/min/1.73 m^2 or who are on dialysis will be excluded from the study Estimated glomerular filtration rate (GFR) >= 30 mL/min/1.73 m^2 GFR (glomerular filtration rate) < 30 on labs drawn within 6 weeks of imaging Patients with glomerular filtration rates < 30 mL/min/1.73m^2 Estimated glomerular filtration rate (GFR) (using Cockcroft formula) less than 30 ml/min/1.73 m^2 Compromised renal function with estimated glomerular filtration rate (GFR) of < 30 ml/min/1.73m^2