BROOKLYN, N.Y.—Dr. John Marshall, an N95 mask sealed tightly to his face, hurried through his horseshoe-shaped emergency department on Wednesday, checking on staff dealing with the surge in coronavirus patients.

“You guys need anything?” he asked.

“High-flows coming?” one doctor asked, using hospital shorthand for high-flow oxygen machines,…

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