Health And Life Science

Client Challenge

A health and life sciences research institute aimed to accelerate its AI-driven drug discovery program by leveraging vast amounts of medical imaging data, clinical reports, and genomic data. The challenge was to accurately annotate large, complex datasets that included MRI scans, X-rays, and pathology reports, to train machine learning models for disease detection and drug efficacy prediction.

Objectways Solution

Objectways provided an end-to-end data annotation solution tailored to the specific needs of health and life sciences research:

• Medical Imaging Annotation:- Our team of experts annotated MRI, CT, and X-ray images using advanced techniques such as segmentation, bounding boxes, and landmark identification, ensuring the precise identification of organs, tumors, and other anomalies.
• Text Annotation for Clinical Data:- We labeled unstructured clinical reports, including doctor’s notes, lab results, and patient histories, extracting key medical entities such as diseases, symptoms, treatments, and medications using natural language processing (NLP) techniques.
• Genomic Data Labeling:- We supported the client in annotating complex genomic datasets, focusing on gene sequences, variants, and biomarkers relevant to specific diseases, facilitating deeper insights for drug discovery.
• Human-in-the-Loop System:- By combining AI-powered tools with expert human reviewers, we ensured a high level of accuracy in both image and text data annotations, critical for medical applications where precision is paramount.
• HIPAA-Compliant & Secure:- Objectways ensured that all data was handled in compliance with HIPAA and other data privacy regulations. We implemented rigorous security measures to protect sensitive patient information throughout the data annotation process.

Business Value

With Objectways’ data annotation services, the client significantly accelerated their AI model development, leading to faster identification of drug candidates and better disease detection algorithms. The high-quality labeled data contributed to more accurate predictions in their drug discovery models, enabling the client to bring promising treatments to clinical trials more efficiently.

Why Choose Objectways for Health and Life Sciences Data Annotation?

• Expertise in Medical Imaging and Text Annotation:- Deep experience in annotating complex health-related datasets, from medical images to unstructured clinical reports.
• HIPAA-Compliant:- Strict adherence to healthcare data privacy regulations ensures the security and confidentiality of sensitive patient data.
• Accurate and Scalable Solutions:- We deliver precise annotations at scale, helping you accelerate your research and AI-driven healthcare innovations.