At least 58 people were rescued in the incident, Greece-based ANA-MPA news service said. The survivors are being transported to the port city of Mitilini on Lesbos.
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The nationalities of the migrants are unclear.
Greece remains the top destination of the asylum seekers who flee the devastating conflicts in the Middle East and North and Central Africa.