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Z. Gorocs

4 papers hereh-index 6803 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.IV1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedDeep Learning Microscopy

657 citations · 871 across the 4 of their papers we have counts for

collaborators

4 papers

physics.med-ph2024★ 23 cited

An insertable glucose sensor using a compact and cost-effective phosphorescence lifetime imager and machine learning

Artem Goncharov, Zoltan Gorocs, Ridhi Pradhan +12

Optical continuous glucose monitoring (CGM) systems are emerging for personalized glucose management owing to their lower cost and prolonged durability compared to conventional ele…

eess.IV2020★ 27 cited

Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer

Zoltan Gorocs, David Baum, Fang Song +8

We report a field-portable and cost-effective imaging flow cytometer that uses deep learning to accurately detect Giardia lamblia cysts in water samples at a volumetric throughput…

cs.LG2017★ 164 cited

Deep learning enhanced mobile-phone microscopy

Yair Rivenson, Hatice Ceylan Koydemir, Hongda Wang +8

Mobile-phones have facilitated the creation of field-portable, cost-effective imaging and sensing technologies that approach laboratory-grade instrument performance. However, the o…

cs.LG2017★ 657 cited

Deep Learning Microscopy

Yair Rivenson, Zoltan Gorocs, Harun Gunaydin +3

We demonstrate that a deep neural network can significantly improve optical microscopy, enhancing its spatial resolution over a large field-of-view and depth-of-field. After its tr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.