Empowering Medical Image Analysis

Building a robust multimodal dataset for improved medical AI applications and research.

A large, modern medical imaging machine, possibly a CT scanner, is situated in a clean and well-lit medical room. The machine is white with grey accents and features a circular opening with a long table extending from it, which can slide the patient in for scanning. On the side of the scanner, there are control panels with digital displays and buttons.

A large, modern medical imaging machine, possibly a CT scanner, is situated in a clean and well-lit medical room. The machine is white with grey accents and features a circular opening with a long table extending from it, which can slide the patient in for scanning. On the side of the scanner, there are control panels with digital displays and buttons.

We specialize in medical image data preparation and model fine-tuning for enhanced clinical insights and research.

A hospital room containing an MRI machine surrounded by overhead lights and various medical equipment. The room has a clean and clinical environment with red cabinets on the left and diagnostic machines on the right.

A hospital room containing an MRI machine surrounded by overhead lights and various medical equipment. The room has a clean and clinical environment with red cabinets on the left and diagnostic machines on the right.

A medical imaging device with a monitor displaying a user interface featuring multiple icons and buttons. The device is labeled 3D OCT Maestro by Topcon. There is also a black adjustable arm and other medical supplies in the background.

A medical imaging device with a monitor displaying a user interface featuring multiple icons and buttons. The device is labeled 3D OCT Maestro by Topcon. There is also a black adjustable arm and other medical supplies in the background.

Medical Data Solutions

We specialize in medical image collection, annotation, and AI model fine-tuning for healthcare.

Image Collection

A person in a medical setting is lying on a table, about to enter a large cylindrical medical imaging machine labeled 'Radixact'. Another person, wearing a white coat, stands beside the machine, using a touchscreen panel.

A person in a medical setting is lying on a table, about to enter a large cylindrical medical imaging machine labeled 'Radixact'. Another person, wearing a white coat, stands beside the machine, using a touchscreen panel.

Collecting and annotating 100,000 medical images for comprehensive dataset development.

An ultrasound machine displaying an image on its screen is situated on a hospital trolley. The machine has a covered keyboard and several wires or cables attached. The setting appears to be a medical environment, likely a hospital or clinic, with a sterile and clinical appearance.

An ultrasound machine displaying an image on its screen is situated on a hospital trolley. The machine has a covered keyboard and several wires or cables attached. The setting appears to be a medical environment, likely a hospital or clinic, with a sterile and clinical appearance.

A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.

A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.

Model Fine-Tuning

Adapting GPT-4 for medical terminology and image descriptions to enhance accuracy.

Evaluating performance through cross-validation and blind tests by clinicians for reliable results.

Performance Evaluation

Medical Imaging

Building a multimodal dataset of anonymized medical images.

A medical device is positioned against a plain background. The machine features a screen displaying various icons and controls, likely for diagnostic purposes, and an apparatus for eye examination.

A medical device is positioned against a plain background. The machine features a screen displaying various icons and controls, likely for diagnostic purposes, and an apparatus for eye examination.

Model Adaptation

Fine-tuning GPT-4 for medical terminology and image descriptions.

A person in a lab coat stands beside a patient who is lying down on a table that is part of a large medical imaging machine. The setting appears to be a clean and modern medical facility.

A person in a lab coat stands beside a patient who is lying down on a table that is part of a large medical imaging machine. The setting appears to be a clean and modern medical facility.

Performance Evaluation

Conducting cross-validation and blind tests to assess model accuracy.