AIMC Topic: Forecasting

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Probabilistic forecasting of surgical case duration using machine learning: model development and validation.

Journal of the American Medical Informatics Association : JAMIA
OBJECTIVE: Accurate estimations of surgical case durations can lead to the cost-effective utilization of operating rooms. We developed a novel machine learning approach, using both structured and unstructured features as input, to predict a continuou...

Predictive modeling in reproductive medicine: Where will the future of artificial intelligence research take us?

Fertility and sterility
Artificial intelligence (AI) systems have been proposed for reproductive medicine since 1997. Although AI is the main driver of emergent technologies in reproduction, such as robotics, Big Data, and internet of things, it will continue to be the engi...

Artificial intelligence in reproductive medicine: a fleeting concept or the wave of the future?

Fertility and sterility
As the world becomes increasingly reliant on computers, it is not surprising that medicine has embraced the computer age with enthusiasm. This is also true in the field of reproductive medicine, where we are witnessing exciting applications of digita...

Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners.

Journal of the American Medical Informatics Association : JAMIA
OBJECTIVE: The study sought to understand the potential roles of a future artificial intelligence (AI) documentation assistant in primary care consultations and to identify implications for doctors, patients, healthcare system, and technology design ...

[Multimodal imaging and evaluation in the age of artificial intelligence].

Der Ophthalmologe : Zeitschrift der Deutschen Ophthalmologischen Gesellschaft
Multimodal imaging is able to image the retina in unprecedented detail, and the joint analysis (integration) of these data not only enables the securing of diagnoses, but also a more precise definition; however, humans encounter temporal and cognitiv...

Artificial intelligence in gastric cancer: Application and future perspectives.

World journal of gastroenterology
Gastric cancer is the fourth leading cause of cancer-related mortality across the globe, with a 5-year survival rate of less than 40%. In recent years, several applications of artificial intelligence (AI) have emerged in the gastric cancer field base...