In conclusion, the publication trends of the recent biomedical applications using 3D printing primarily contributed to journals over patents. The major techniques are the powder bed fusion and extrusion using poly(lactic acid), polycaprolactone, and hydroxylapatite (HAp) as the materials. Tissues/organs and pharmaceutical-based applications are the most focused fields in biomedical applications. Cartilage, muscle, and skin are the top three tissues/organs with significant publications in tissues/organs applications. Natural polymers have been widely studied for 3D printing and have been strongly favored over synthetic polymers as 3D printed hydrogels or bioprinting materials. According to the patent to journal publication ratio, powder bed fusion, inorganic substance and orthopedics/prosthetics are relatively the more mature technique, material, and application in the biomedical 3D printing. Due to the major contribution from journal publications, we can expect the commercialization of these innovative biomedical 3D printing ideas in the foreseeable future.