A bearing assembly, comprising: a support ring having a plurality of recesses distributed circumferentially about an axis of the support ring; and a plurality of bearing elements mounted to the support ring, and each of the plurality of bearing elements is disposed partially in a corresponding one of the plurality of recesses distributed circumferentially about the axis of the support ring, at least one bearing element of the plurality of bearing elements including: a polycrystalline diamond table having a bearing surface, the polycrystalline diamond table including a plurality of bonded diamond grains defining a plurality of interstitial regions at least partially occupied by a metal-solvent catalyst; a substrate having a base surface, and an interfacial surface bonded to the bonding region of the polycrystalline diamond table; a bonding region defined by the substrate and the polycrystalline diamond table, the bonding region including at least one lateral surface extending between the base surface of the substrate and the bearing surface of the polycrystalline diamond table; and a corrosion resistant region including a corrosion resistant material that covers at least a portion of the at least one lateral surface of the bonding region and is spaced from the base surface of the substrate and the bearing surfaces of the plurality of bearing elements, wherein the corrosion resistant material includes one or more refractory metals, characterized in that the corrosion resistant region is positioned at least partially outside the recess of the support ring. a support ring having a plurality of recesses distributed circumferentially about an axis of the support ring; and a plurality of bearing elements mounted to the support ring, and each of the plurality of bearing elements is disposed partially in a corresponding one of the plurality of recesses distributed circumferentially about the axis of the support ring, at least one bearing element of the plurality of bearing elements including: a polycrystalline diamond table having a bearing surface, the polycrystalline diamond table including a plurality of bonded diamond grains defining a plurality of interstitial regions at least partially occupied by a metal-solvent catalyst; a substrate having a base surface, and an interfacial surface bonded to the bonding region of the polycrystalline diamond table; a bonding region defined by the substrate and the polycrystalline diamond table, the bonding region including at least one lateral surface extending between the base surface of the substrate and the bearing surface of the polycrystalline diamond table; and a corrosion resistant region including a corrosion resistant material that covers at least a portion of the at least one lateral surface of the bonding region and is spaced from the base surface of the substrate and the bearing surfaces of the plurality of bearing elements, wherein the corrosion resistant material includes one or more refractory metals, characterized in that the corrosion resistant region is positioned at least partially outside the recess of the support ring. a polycrystalline diamond table having a bearing surface, the polycrystalline diamond table including a plurality of bonded diamond grains defining a plurality of interstitial regions at least partially occupied by a metal-solvent catalyst; a substrate having a base surface, and an interfacial surface bonded to the bonding region of the polycrystalline diamond table; a bonding region defined by the substrate and the polycrystalline diamond table, the bonding region including at least one lateral surface extending between the base surface of the substrate and the bearing surface of the polycrystalline diamond table; and a corrosion resistant region including a corrosion resistant material that covers at least a portion of the at least one lateral surface of the bonding region and is spaced from the base surface of the substrate and the bearing surfaces of the plurality of bearing elements, wherein the corrosion resistant material includes one or more refractory metals, characterized in that the corrosion resistant region is positioned at least partially outside the recess of the support ring.