研究方向Research directions

智慧照護Smart care

Smart & AI-assisted care

臨床決策支援系統若要真的被使用，得先符合臨床的節奏。我們評估嵌入用藥警示中的診斷建議如何影響藥師與醫師的作業效率，也用兩千三百萬人的健保資料檢視長期用藥與癌症風險的關聯。另一條線是護理背景的 AI 訓練：把心率變異、情緒辨識模型變成護理人也能動手做的課程。A decision support system only gets used if it fits the rhythm of the clinic. We evaluate how diagnostic recommendations embedded in medication alerts affect the workload of pharmacists and physicians, and use national claims data covering 23 million people to examine long-term medication use and cancer risk. A second line is AI training for nurses: turning heart-rate variability and emotion-recognition models into courses nurses can actually build with.

• 臨床決策支援系統的導入成效與使用者評估Implementation outcomes and user evaluation of clinical decision support
• 真實世界資料與大型語言模型（RxLlama）用於用藥安全Real-world data and large language models (RxLlama) for medication safety
• 護理人員的跨域 AI 能力養成Cross-disciplinary AI competencies for nurses

癌症心理Cancer psychology

Cancer psychology

乳癌女性從確診、治療到存活期，情緒與生活方式一直在互相拉扯。我們長期追蹤健康飲食、糖分攝取與憂鬱的關係，比較臺灣與美國病人的飲食品質與症狀負擔，也看伴侶共同參與的介入能不能改善雙人適應。From diagnosis through treatment into survivorship, mood and lifestyle keep pulling at each other. We follow the relationships between healthy diet, sugar intake and depression over time, compare diet quality and symptom burden between Taiwanese and American patients, and test whether couple-based interventions improve dyadic adjustment.

• 飲食、營養與憂鬱的長期追蹤研究Longitudinal studies of diet, nutrition and depression
• 伴侶共同介入（couple-based intervention）成效Effectiveness of couple-based interventions
• 癌症相關疲憊的運動處方與網絡統合分析Exercise for cancer-related fatigue: network meta-analysis
• 華人移民女性的存活期照護需求Survivorship care needs of Chinese immigrant women

虛擬實境照護應用Virtual reality in care

Virtual reality in care

精神科的照護情境很難用文字說明，家屬更常在毫無準備下面對。我們自製 VR 影片與教材，用於精神科護理教育與家屬支持，並研究多重感官介入（音樂、觸覺、影像）如何緩解不適與焦慮。Psychiatric care situations are hard to describe in words, and families usually meet them unprepared. We produce our own VR footage and teaching material for psychiatric nursing education and family support, and study how multisensory interventions — music, touch, image — ease discomfort and anxiety.

• VR 教材製作與部署（VIVE／YouTube）VR material production and deployment (VIVE / YouTube)
• 家屬支持系統的設計與評估Design and evaluation of family-support systems
• 多重感官與音樂介入的疼痛與焦慮緩解Multisensory and music interventions for pain and anxiety

精神疾病照護Mental health nursing

Mental health nursing

後設認知訓練對妄想的效果、正念介入對精神症狀的效果，我們都以隨機對照試驗的統合分析建立證據基礎，再回到急性病房思考可行的做法。主持人曾在成大醫院急性精神科病房工作，這條線是研究室的起點。We build the evidence base for metacognitive training on delusions and mindfulness on psychotic symptoms through meta-analyses of randomised controlled trials, then return to the acute ward to ask what is workable there. The PI worked on the acute psychiatric ward at NCKU Hospital; this is where the lab began.

• 後設認知訓練（MCT）對妄想的成效Metacognitive training (MCT) for delusions
• 正念為基礎的介入與精神症狀Mindfulness-based interventions and psychotic symptoms
• 急性精神症狀的照護模式與護理人力培育Care models for acute symptoms and nursing capacity building