He lost a lot of weight during his illness.

Literal

Illness [possessive-の] during [to-に] he [topic-は] terribly became-thin.

病気の間に uses 間 ('during') to mark the time frame. ひどくやせた — ひどく ('terribly, severely') intensifies やせた ('became thin'). A straightforward description of illness's physical toll.