Early detection of Diabetic Retinopathy (DR) can make the difference between vision preservation and irreversible damage. At the heart of accurate diagnosis lies one crucial process — precise identification and labeling of retinal lesions such as microaneurysms, hemorrhages, and exudates. Understanding the Key Lesions Each of these lesions provides vital diagnostic insight — but only …
Age-Related Macular Degeneration (AMD) remains one of the leading causes of vision loss worldwide, making accurate study of the macular region essential for early detection and effective treatment development. The ability to precisely identify, outline, and interpret subtle changes in this critical area of the retina can significantly impact both diagnostic accuracy and research outcomes. …
Advancing AMD Research Through Precise Macular Region Annotation Read More »
Early detection of ocular surface conditions like conjunctival redness and pterygium is essential for effective diagnosis and treatment in ophthalmology. As artificial intelligence continues to transform medical imaging, the foundation of every successful AI model lies in the precision of its annotations. At Marteck Solutions, we bring expertise in medical image annotation and labeling, enabling …
Advancing Ocular Health with Accurate Annotation: Conjunctival Redness & Pterygium Read More »
Glaucoma remains one of the leading causes of irreversible blindness worldwide — but with early detection, vision loss can be prevented. Among the most critical steps in this process is optic disc and cup segmentation, which enables precise analysis of the optic nerve head and supports accurate diagnosis. Why Optic Disc & Cup Segmentation Matters: …
Optic Disc & Cup Segmentation: A Crucial Step Toward Early Glaucoma Detection Read More »
The retina offers a clear window into the health of the human body. Subtle changes in retinal arteries and veins can reveal early signs of serious conditions such as diabetic retinopathy, hypertension, and glaucoma. To enable early diagnosis and effective treatment, accurate segmentation and annotation of retinal vessels are crucial. 𝗪𝗵𝘆 𝗥𝗲𝘁𝗶𝗻𝗮𝗹 𝗩𝗲𝘀𝘀𝗲𝗹 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻 𝗠𝗮𝘁𝘁𝗲𝗿𝘀 …
𝗔𝗱𝘃𝗮𝗻𝗰𝗶𝗻𝗴 𝗘𝘆𝗲 𝗖𝗮𝗿𝗲 𝘄𝗶𝘁𝗵 𝗣𝗿𝗲𝗰𝗶𝘀𝗲 𝗥𝗲𝘁𝗶𝗻𝗮𝗹 𝗩𝗲𝘀𝘀𝗲𝗹 𝗦𝗲𝗴𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 Read More »
Early and accurate detection remains the cornerstone of effective breast cancer diagnosis. In mammography, subtle differences in lesion shape (round, oval, irregular) and margins (circumscribed, obscured, spiculated) provide critical clues for identifying potential malignancies. As artificial intelligence continues to transform medical imaging, the reliability of AI models depends heavily on the quality of image annotation …
AI in Mammography: Precision in Shape and Margin Classification Read More »
Breast density plays a crucial role in the early detection of breast cancer. Accurate classification of mammograms according to BI-RADS breast density categories is essential for developing reliable AI systems that can support timely diagnosis and improve patient outcomes. At Marteck Solutions, we specialize in providing high-precision annotation and labeling services for medical imaging, helping …
Enhancing Mammogram Annotation with BI-RADS Breast Density Categories Read More »
Accurate detection of parasites such as malaria and leishmania is critical for both AI-driven diagnostics and medical research. Even the most advanced algorithms require high-quality, precise annotations to identify infected cells and distinguish them from healthy ones. This is where expert annotation and labeling become indispensable. At Marteck Solutions, we specialize in providing comprehensive annotation …
Advancing Parasite Detection with Expert Annotation and Labeling Read More »
Tumor-infiltrating lymphocytes (TILs) are critical players in cancer immunotherapy and patient prognosis. Their presence and patterns within tumors can provide vital insights into disease progression, treatment response, and overall outcomes. As oncology increasingly embraces AI-driven solutions, the accuracy of TIL identification in histopathological images has become paramount. At Marteck Solutions, we specialize in precise annotation …
Early detection of diabetic retinopathy (DR) is crucial to preventing vision loss and ensuring timely treatment. One of the key factors in achieving accurate AI-driven diagnosis is the precise annotation of retinal vessels in fundus images. Microvascular changes in the retina are often the first indicators of DR, and their accurate identification is essential for …