600 patients66,869 observations120 daysLIVE

54 trajectories in Non-responders

Trajectories

Synthetic demo data

All Strong responders · 132 Moderate responders · 102 Non-responders · 54 Early toxicity · 36 Late toxicity · 30 Delayed loss of response · 30 Resilient responder · 32 High response / high intolerance · 184

Mean lived trajectory vs baseline model

days with fewer than 10 patients are cut

solid = observed · dashed = predicted

Individual trajectories, highest risk first

P-01451D117 · risk 43%

UnstableDeterioratingresp 23

P-01476D115 · risk 34%

UnstableDeterioratingresp 30

P-01744D108 · risk 32%

UnstableDeterioratingresp 29

P-01757D120 · risk 27%

UnstableDeterioratingresp 23

P-01340D116 · risk 24%

UnstableFavorableresp 30

P-01357D96 · risk 22%

UnstableFavorableresp 31

P-01745D92 · risk 20%

UnstableFavorableresp 30

P-01516D116 · risk 17%

UnstableDeterioratingresp 9

P-01344D118 · risk 16%

UnstableFavorableresp 26

P-01695D116 · risk 15%

UnstableImprovingresp 30

P-01314D119 · risk 14%

UnstableImprovingresp 21

P-01425D118 · risk 11%

UnstableImprovingresp 26