  There is a growing need to assist radiologists in performing X-ray readings
and diagnoses fast, comfortably, and effectively. As radiologists strive to
maximize productivity, it is essential to consider the impact of reading rooms
in interpreting complex examinations and ensure that higher volume and
reporting speeds do not compromise patient outcomes. Virtual Reality (VR) is a
disruptive technology for clinical practice in assessing X-ray images. We argue
that conjugating eye-tracking with VR devices and Machine Learning may overcome
obstacles posed by inadequate ergonomic postures and poor room conditions that
often cause erroneous diagnostics when professionals examine digital images.
