Patients undergo placement of a visceral arterial catheter. Patients receive doxorubicin as a chemoemulsion via the arterial catheter into 1 hepatic lobe only under angiographic guidance. Immediately after delivery of the chemoemulsion, patients undergo particulate embolization. The opposite lobe, if involved, is treated within 3-5 weeks of treatment of the initial lobe. Patients are reevaluated for repeat chemoembolization within 8-12 weeks of the last chemoembolization. For eligible patients, each lobe is treated separately a second time, in the same sequence, in the absence of disease progression or unacceptable toxicity.