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BIOMISA Databases

Retinal Image Database Thumbnail

Retinal Image Database for Macular and Glaucomatous Disorders

A comprehensive collection of retinal images focused on macular and Glaucomatous disorders.

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age_related macular degeneration image

Age-Related Macular Degeneration(ARMD)

A comprehensive collection of age related macular degeneration images.

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Hypertensive_retinopathy

Hypertensive Retinopathy

A comprehensive collection of Hypertensive Retinopathy related images.

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Glaucoma fundus

Glaucoma fundus

A comprehensive collection of Images related Glaucoma fundus.

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Glaucoma fundus and OCT

Glaucoma fundus and OCT Dataset

A comprehensive collection of retinal images focused Glaucoma fundus and OCT.

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Retina Identification Thumbnail

Retina Identification

A comprehensive collection of Retina images for Identification.

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Retinal Image Database Thumbnail

sEMG Database for routine activities

A comprehensive collection of sEMG images focused daily activities.

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Skin Histology Thumbnail

Skin Histology (stained and unstained pairs)

A comprehensive collection of images related skin Histology (stained and unstained pairs).

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H&E staining images

E-Staining DermaRepo

A comprehensive collection of H&E whole slide image staining dataset.

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age_related macular degeneration image

UAV sensor failures dataset

A comprehensive collection of images related UAV’s Sensor’s Failures.

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Other Databases

  1. Diabetic Retinopathy Database DIARETDB
  2. MESSIDOR Digital Retinal Images MESSIDOR
  3. Hamilton Eye Institute Macular Edema Dataset HEI-DMED
  4. Digital Retinal Images for Vessel Extraction DRIVE
  5. Structured Analysis of the Retina STARE
  6. Digital Retinal Images for Optic Nerve Segmentation Database DRIONS
  7. High-Resolution Fundus Image Database HRF

Software

  1. AL-BASR 3D Retinal Visualizer
  2. BIOMISA Retinal Image Illustrator
  3. Beatannotate – A tool for annotation of Phonocardiography signals

Paper Codes

  1. Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression (IEEE TBME, Source code is available on GitHub)
  2. Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions (IEEE BIBE-2020, Source Code)
  3. RAG-FW (Paper, Source Code). Password: abc123
  4. CXR Report Generation: Attention based Automated Radiology Report Generation using CNN and LSTM (Code)

Workshops

  1. Hands on Workshop on Deep Learning with Applications in HealthCare (Data)