Integrating language into medical visual recognition and reasoning: A survey

Medical Image Analysis, Journal Year: 2025, Volume and Issue: 102, P. 103514 - 103514

Published: Feb. 27, 2025

Language: Английский

Role of AI in empowering and redefining the oncology care landscape: perspective from a developing nation

Frontiers in Digital Health, Journal Year: 2025, Volume and Issue: 7

Published: March 4, 2025

Early diagnosis and accurate prognosis play a pivotal role in the clinical management of cancer preventing cancer-related mortalities. The burgeoning population Asia general South Asian countries like India particular pose significant challenges to healthcare system. Regrettably, demand for services far exceeds available resources, resulting overcrowded hospitals, prolonged wait times, inadequate facilities. scarcity trained manpower rural settings, lack awareness low penetrance screening programs further compounded problem. Artificial Intelligence (AI), driven by advancements machine learning, deep natural language processing, can profoundly transform underlying shortcomings industry, more populous nations India. With about 1.4 million cases reported annually 0.9 deaths, has burden that surpassed several nations. Further, India's diverse large ethnic is data goldmine research. Under these circumstances, AI-assisted technology, coupled with digital health solutions, could support effective oncology care reduce economic GDP loss terms years potential productive life lost (YPPLL) due stupendous burden. This review explores different aspects management, such as prevention, diagnosis, precision treatment, prognosis, drug discovery, where AI demonstrated promising results. By harnessing capabilities research, professionals enhance their ability diagnose cancers at earlier stages, leading treatments improved patient outcomes. continued research development, transformative mitigating posed growing advancing fight against Moreover, AI-driven technologies assist tailoring personalized treatment plans, optimizing therapeutic strategies, supporting oncologists making well-informed decisions. However, it essential ensure responsible implementation address ethical privacy concerns associated using healthcare.

Language: Английский

Comparative analysis of a standard (GPT-4o) and reasoning-enhanced (o1 pro) large language model on complex clinical questions from the Japanese orthopaedic board examination

Journal of Orthopaedic Science, Journal Year: 2025, Volume and Issue: unknown

Published: April 1, 2025

Language: Английский