Multimodal deep-learning model using pre-treatment endoscopic images and clinical information to predict efficacy of neoadjuvant chemotherapy in esophageal squamous cell carcinoma-Reference-Cited by-同舟云学术

Multimodal deep-learning model using pre-treatment endoscopic images and clinical information to predict efficacy of neoadjuvant chemotherapy in esophageal squamous cell carcinoma

Published:2025-01-10 Issue:2 Volume:22 Page:207-214
ISSN:1612-9059
Container-title:Esophagus
language:en
Short-container-title:Esophagus

Author:

Miura Takuma^ORCID,Yashima Takumi,Takaya Eichi,Taniyama Yusuke,Sato Chiaki,Okamoto Hiroshi,Ozawa Yohei,Ishida Hirotaka,Unno Michiaki,Ueda Takuya,Kamei Takashi

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s10388-025-01106-x.pdf

Reference24 articles.

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3. Kitagawa Y, Idani H, Inoue H, et al. Gastroenterological surgery: esophagus. Asian J Endosc Surg. 2015;8:114–24.

4. Ando N, Kato H, Igaki H, et al. A randomized trial comparing postoperative adjuvant chemotherapy with cisplatin and 5-fluorouracil versus preoperative chemotherapy for localized advanced squamous cell carcinoma of the thoracic esophagus (JCOG9907). Ann Surg Oncol. 2012;19:68–74.

5. Nakamura K, Kato K, Igaki H, et al. Three-arm phase III trial comparing cisplatin plus 5-FU (CF) versus docetaxel, cisplatin plus 5-FU (DCF) versus radiotherapy with CF (CF-RT) as preoperative therapy for locally advanced esophageal cancer (JCOG1109, NExT study). Jpn J Clin Oncol. 2013;43:752–5.