AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No prior medical expertise is required!
Este curso forma parte de Programa especializado: IA para medicina
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Programa especializado: IA para medicinadeeplearning.aiAcerca de este Curso
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Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 1 de 3 en
Nivel intermedio
Aprox. 20 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
Habilidades que obtendrás
- Deep Learning
- Image Segmentation
- Machine Learning
- model evaluation
- Multi-class classification
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 1 de 3 en
Nivel intermedio
Aprox. 20 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
ofrecido por
deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
Programa - Qué aprenderás en este curso
10 horas para completar
Disease detection with computer vision
By the end of this week, you will practice classifying diseases on chest x-rays using a neural network.
10 horas para completar
20 videos (Total 48 minutos), 2 lecturas, 3 cuestionarios
4 horas para completar
Evaluating models
By the end of this week, you will practice implementing standard evaluation metrics to see how well a model performs in diagnosing diseases.
4 horas para completar
10 videos (Total 24 minutos), 1 lectura, 2 cuestionarios
7 horas para completar
Image segmentation on MRI images
By the end of this week, you will prepare 3D MRI data, implement an appropriate loss function for image segmentation, and apply a pre-trained U-net model to segment tumor regions in 3D brain MRI images.
7 horas para completar
10 videos (Total 25 minutos), 4 lecturas, 2 cuestionarios
Reseñas
Principales reseñas sobre AI FOR MEDICAL DIAGNOSIS
por LY9 de feb. de 2021
Pleasant pacing, very clear and concise lecture material. I was really frustrated with the final assignment though. Would be nice if the grader gives something more instructive than correct/incorrect.
por RK2 de jul. de 2020
It was a nice course. Though it covers basics. A follow-up advanced specilization can be made. Overall, it's sufficient for beginner for an engineer trying to learn application of AI for medical field
por KH26 de may. de 2020
Throughout this course, I was able to understand the different medical and deep learning terminology used. Definitely a good course to understand the basic of image classification and segmentation!
por ZT14 de jul. de 2020
Complex topics are explained in a simple and straight-forward manner. Really interesting real-life scenarios are used to keep the student interested throughout the whole course. 100% recommend it.
Acerca de Programa especializado: IA para medicina
AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.
Preguntas Frecuentes
¿Cuándo podré acceder a las lecciones y tareas?
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¿Hay ayuda económica disponible?
Is financial aid available?
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