article thumbnail

Exploring summarization options for Healthcare with Amazon SageMaker

AWS Machine Learning

In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health records, and imaging reports. In a healthcare setting, this would mean giving the model some data including phrases and terminology pertaining specifically to patient care.

article thumbnail

Revolutionizing Service Culture in the Healthcare Industry

Up Your Service

In recent years the healthcare industry has undergone – and continues to undergo—massive changes. Healthcare organizations must partner more closely with their patients, with organizations in the public sector, and with each other, to deal with the new challenges and expectations. What’s happening in the industry?

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD

AWS Machine Learning

Under Advanced Project Options , for Definition , select Pipeline script from SCM. For Script Path , enter Jenkinsfile. upload_file("pipelines/train/scripts/raw_preprocess.py","mammography-severity-model/scripts/raw_preprocess.py") s3_client.Bucket(default_bucket).upload_file("pipelines/train/scripts/evaluate_model.py","mammography-severity-model/scripts/evaluate_model.py")

Scripts 100
article thumbnail

Deploy an MLOps solution that hosts your model endpoints in AWS Lambda

AWS Machine Learning

The key file for deployment is the shell script deployment/deploy.sh. Before we can run the shell script, complete the following steps: Open the deployment/app.py Sources the virtual environment activation script. She has extensive experience of deploying AI/ML solutions in healthcare and life sciences vertical.

Scripts 76
article thumbnail

The Case for US Call Centers Over Offshoring

Global Response

And if you’re in a specialized or highly-regulated field like healthcare or finance, there’s even more industry-specific regulations to be aware of. But in others—for example, Healthcare, Finance, Consumer Services, Luxury Brands—immediate responses are a must for customer satisfaction. Are onshore or offshore call centers better?

article thumbnail

Call Flow in a Contact Center: All You Need to Know

JustCall

By this definition, call flows are the route map describing how customers connect with the right representative. Follow a Script When you think of it, call flows are like decision trees. While most call flows will simply include prompts or talking points to inspire agents, you can take it one step ahead to include scripts.

article thumbnail

Lessons for Success from Cloud Communications Providers

Jon Arnold

At face value, that definitely solves today’s problems, and these cloud providers may have little inclination to move out of that comfort zone. Another example would be using APIs to customize applications quickly and easily, such as IVR scripts or time-sensitive notifications.