A guide to artificial intelligence for cancer researchers
Artificial intelligence (AI) has been commoditized. It has evolved from a specialty resource to
a readily accessible tool for cancer researchers. AI-based tools can boost research …
a readily accessible tool for cancer researchers. AI-based tools can boost research …
Towards a general-purpose foundation model for computational pathology
Quantitative evaluation of tissue images is crucial for computational pathology (CPath) tasks,
requiring the objective characterization of histopathological entities from whole-slide images …
requiring the objective characterization of histopathological entities from whole-slide images …
[HTML][HTML] Large language models and multimodal foundation models for precision oncology
The technological progress in artificial intelligence (AI) has massively accelerated since
2022, with far-reaching implications for oncology and cancer research. Large language …
2022, with far-reaching implications for oncology and cancer research. Large language …
[HTML][HTML] Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review
JP Redlich, F Feuerhake, J Weis, NS Schaadt… - npj Imaging, 2024 - nature.com
In recent years, the diagnosis of gliomas has become increasingly complex. Analysis of
glioma histopathology images using artificial intelligence (AI) offers new opportunities to …
glioma histopathology images using artificial intelligence (AI) offers new opportunities to …
Foundation model for advancing healthcare: Challenges, opportunities, and future directions
Foundation model, which is pre-trained on broad data and is able to adapt to a wide range
of tasks, is advancing healthcare. It promotes the development of healthcare artificial …
of tasks, is advancing healthcare. It promotes the development of healthcare artificial …
Multimodal large language models are generalist medical image interpreters
Advanced multimodal large language models (LLM), such as GPT-4V (ision) and Gemini
Ultra, have shown promising results in the diagnosis of complex pathological conditions …
Ultra, have shown promising results in the diagnosis of complex pathological conditions …
Generating clinical-grade pathology reports from gigapixel whole slide images with HistoGPT
Histopathology is considered the reference standard for diagnosing the presence and
nature of many malignancies, including cancer. However, analyzing tissue samples and …
nature of many malignancies, including cancer. However, analyzing tissue samples and …
[HTML][HTML] Applications of Large Language Models in Pathology
J Cheng - Bioengineering, 2024 - mdpi.com
Large language models (LLMs) are transformer-based neural networks that can provide
human-like responses to questions and instructions. LLMs can generate educational …
human-like responses to questions and instructions. LLMs can generate educational …
A survey on advancements in image-text multimodal models: From general techniques to biomedical implementations
With the significant advancements of Large Language Models (LLMs) in the field of Natural
Language Processing (NLP), the development of image-text multimodal models has …
Language Processing (NLP), the development of image-text multimodal models has …
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey
The rapid development of artificial intelligence has constantly reshaped the field of
intelligent healthcare and medicine. As a vital technology, multimodal learning has …
intelligent healthcare and medicine. As a vital technology, multimodal learning has …