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A Data-Driven Approach to Assessing Hepatitis B Mother-to-Child Transmission Risk Prediction Model: Machine Learning Perspective

A Data-Driven Approach to Assessing Hepatitis B Mother-to-Child Transmission Risk Prediction Model: Machine Learning Perspective

The process of collecting cord blood takes only 2-3 minutes and involves the following steps: (1) Immediately after the mother gives birth, the medical staff clamps a section of the umbilical cord that is at least 10 cm long. (2) This section can be cut immediately to obtain a blood sample or left intact until after the placenta is delivered. (3) The surface of the umbilical cord is disinfected with povidone-iodine solution. (4) The needle of the collection cylinder is then inserted into the umbilical vein to

Dung Nguyen Tien, Huong Thi Thu Bui, Tram Hoang Thi Ngoc, Thuy Thi Pham, Dac Trung Nguyen, Huyen Nguyen Thi Thu, Thi Thu Hang Vu, Thi Lan Anh Luong, Lan Thu Hoang, Ho Cam Tu, Nina Körber, Tanja Bauer, Lam Khanh Ho

JMIR Form Res 2025;9:e69838

Exploring Compassionate Care in Virtual Rehabilitation: Qualitative Study

Exploring Compassionate Care in Virtual Rehabilitation: Qualitative Study

Two researchers familiarized themselves with the data by reading transcripts (BL and CM) before meeting to develop a preliminary codebook with codes and code descriptions. The codebook was used to code 2 additional transcripts, and revisions were made to the codebook. Subsequently, 2 researchers (BL and PF) coded each transcript. Incorporating 2 researchers allowed us to explore multiple assumptions or interpretations of the data. Memos were written as part of the analytic process to encourage reflexivity.

Parminder Flora, Angela Tobia, Lee Verweel, Bernice Lau, Janet Campbell, Arezoo Eshraghi, Steven Dilkas, Roger Goldstein, Patricia Raulino, Crystal MacKay

JMIR Rehabil Assist Technol 2025;12:e59157