▁ ▁Research ▁El more ▁has ▁a ▁long standing ▁interest ▁in ▁conduct ing ▁research ▁on ▁topics ▁such ▁as ▁cancer ▁screen ing ▁( in ▁both ▁breast ▁and ▁mel an oma ), ▁di agnostic ▁accuracy ▁and ▁technology ▁Dr . ▁El more ' s ▁research ▁programs , ▁over ▁the ▁past ▁ 2 0 ▁years , ▁exp ands ▁on ▁scientific ▁understanding ▁of ▁impro ving ▁methods ▁in ▁di agnostic ▁accuracy , ▁including ▁potential ▁patient , ▁phys ician , ▁technology ▁and ▁system ▁factors ▁associated ▁with ▁accuracy . ▁She ▁has ▁led ▁several ▁multi - site ▁R 0 1 ▁studies ▁evalu ating ▁di agnostic ▁accuracy ▁of ▁radi olog ists ▁and ▁path olog ists ▁and ▁continues ▁to ▁secure ▁N I H ▁awards ▁as ▁well ▁as ▁private , ▁non - pro fit ▁foundation ▁fund ing . ▁Her ▁current ▁studies ▁involve ▁describing ▁di agnostic ▁vari ability ▁and ▁the ▁impact ▁of ▁new ▁technology ▁and ▁she ▁continues ▁to ▁publish ▁major ▁articles ▁in ▁cancer ▁screen ing ▁and ▁new ▁screen ing ▁modal ities , ▁including ▁new ▁work ▁into ▁A I ▁and ▁machine ▁learning . ▁Ult imately , ▁El more ▁wants ▁to ▁har ness ▁technology ▁to ▁provide ▁a ▁better ▁scientific ▁understanding ▁of ▁the ▁phys ician ▁decision - making ▁process . ▁In ▁fact , ▁she ▁has ▁made ▁public ▁appearances ▁on ▁CBS ▁News ▁to ▁inform ▁the ▁public ▁on ▁di agnostic ▁accuracy ▁in ▁breast ▁cancer ▁screen ing ▁with ▁the ▁use ▁of ▁A I ▁machine ▁learning ▁techniques . ▁El more ▁was ▁also ▁awarded ▁for ▁her ▁Open ▁Notes ▁initi ative ▁and ▁research ▁to ▁make ▁doctor ' s ▁notes ▁more ▁accessible ▁to ▁patients , ▁to ▁increase