Bloom influenced many artists in the Boston area and elsewhere, and although he was largely indifferent to trends and movements, he is considered a key figure in the Boston Expressionist school. Because he worked slowly, often taking years to complete a painting, he left a relatively small body of work. He said a piece was finished "when the mood is as intense as it can be made."
