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Screening for skin disease on your laptop


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IMAGE: Metin Akay, John S. Dunn Endowed Chair Professor of biomedical engineering at University of Houston, has developed a new deep neural network that provides early diagnosis of systemic sclerosis, a.
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Credit: University of Houston
The founding chair of the Biomedical Engineering Department at the University of Houston is reporting a new deep neural network architecture that provides early diagnosis of systemic sclerosis (SSc), a rare autoimmune disease marked by hardened or fibrous skin and internal organs. The proposed network, implemented using a standard laptop computer (2.5 GHz Intel Core i7), can immediately differentiate between images of healthy skin and skin with systemic sclerosis. ....

Yasmin Akay , Yasemin Akay , Chandra Mohan , Johns Dunn , Metin Akay , Cheryl Shersen , Minghua Wu , Ting Chen , Convolutional Neural Networks Cnns , Biomedical Engineering Department , University Of Houston , Intel Core , Endowed Chair Professor , Convolutional Neural Networks , Shervin Assassi , Texas Health Science Center , சந்திரா மோகன் , ஜான்ஸ் டன் , டிங் சென் , உயிர் மருத்துவ பொறியியல் துறை , பல்கலைக்கழகம் ஆஃப் ஹூஸ்டன் , இன்டெல் கோர் , வழங்கப்பட்டது நாற்காலி ப்ரொஃபெஸர் , டெக்சாஸ் ஆரோக்கியம் அறிவியல் மையம் ,