Medical Informatics

(Neural Network & Artificial Intelligence)

2013 青年醫學研究論壇「沒有物質資源 就靠腦力資源」投影片之一

Jainn-Shiun Chiu, Chee-Fah Chong, Yuh-Feng Lin, Chia-Chao Wu, Yuh-Feng Wang, Yu-Chuan Li. Applying an artificial neural network to predict total body water in hemodialysis patients. Am J Nephrol. 2005 Sep-Oct;25(5):507-13.

Jainn-Shiun Chiu, Wei-Tung Lin, Yu-Chuan Li, Yuh-Feng Wang. Neural network modeling to predict intact parathyroid hormone in uremic patients on continuous ambulatory peritoneal dialysis. Ann Nucl Med Sci. 2005 Sep;18(3):135-41.

Yuh-Feng Wang, Tsung-Ming Hu, Chia-Chao Wu, Fu-Chiu Yu, Chao-Ming Fu, Shih-Hua Lin, Wei-Hsin Huang, Jainn-Shiun Chiu*. Prediction of target range of intact parathyroid hormone in hemodialysis patients with artificial neural network. Comput Methods Programs Biomed. 2006 Aug;83(2):111-9.

Jainn-Shiun Chiu, Yu-Chuan Li, Fu-Chiu Yu, Yuh-Feng Wang. Applying an artificial neural network to predict osteoporosis in the elderly. Stud Health Technol Inform. 2006 Aug;124:609-14.

Chiou-An Chen, Tsung-Ming Hu, Yen-Yu Chen, Yu-Chuan Li, Jainn-Shiun Chiu*. Clinical application of artificial neural network to predict creatinine clearance in elderly inpatients. MIE 2006. 2006 Aug:150-5.

Chiou-An Chen, Shih-Hua Lin, Yu-Juei Hsu, Yu-Chuan Li, Yuh-Feng Wang, Jainn-Shiun Chiu*. Neural network modeling to stratify peritoneal membrane transporter in predialytic patients. Intern Med. 2006 Sep;45(9):663-4.

Jainn-Shiun Chiu, Shih-Hsueh Huang, Tsung-Ming Hu, Yen-Yu Chen, Yu-Chuan Li, Yuh-Feng Wang. Clinical applications of artificial intelligence to forecast target range of radioimmunometric intact parathyroid hormone in hemodialysis patients. Ann Nucl Med Sci. 2006 Sep;19(3):149-59.

Jainn-Shiun Chiu, Chiou-An Chen, Chien-Hsing Lee, Yu-Chuan Li, Yuh-Feng Lin, Yuh-Feng Wang, Fu-Chiu Yu. Neural network technology to predict intracellular water volume. Int J Clin Pract. 2006 Oct;60(10):1231-8.

Tsung-Ming Hu, Yu-Chuan Li, Chang-I Chen, Chiou-An Chen, Yuh-Feng Lin, Fu-Chiu Yu, Jainn-Shiun Chiu*. Flexible modeling approach to predict intracellular water volume. J Taiwan Assoc Med Inform. 2006 Dec;15(4):1-14.

Chiou-An Chen, Yu-Chuan Li, Yuh-Feng Lin, Fu-Chiu Yu, Wei-Hsin Huang, Jainn-Shiun Chiu*. Neuro-fuzzy technology as a predictor of parathyroid hormone level in hemodialysis patients. Tohoku J Exp Med. 2007 Jan;211(1):81-7.

Chao-Shun Lin, Jainn-Shiun Chiu, Ming-Hui Hsieh, Martin S. Mok, Yu-Chuan Li, Hung-Wen Chiu. Predicting hypotensive episodes during spinal anesthesia with the application of artificial neural networks. Comput Methods Programs Biomed. 2008 Nov;92(2):193-7.

Jainn-Shiun Chiu, Yuh-Feng Wang, Yu-Cheih Su, Ling-Huei Wei, Jian-Guo Liao, Yu-Chuan Li. Artificial neural network to predict skeletal metastasis in patients with prostate cancer. J Med Syst. 2009 Apr;33(2):91-100.

Chao-Shun Lin, Chuen-Chau Chang, Jainn-Shiun Chiu, Yuan-Wen Lee, Jui-An Lin, Martin S. Mok, Hung-Wen Chiu, Yu-Chuan Li. Application of an artificial neural network to predict postinduction hypotension during general anesthesia. Med Decis Making. 2011 Mar-Apr;31(2):308-14.

Laxative-Augmented Contrast Agent (LACA) for PET/CT

2013 青年醫學研究論壇「沒有物質資源 就靠腦力資源」投影片之一

Yen-Kung Chen, Jui-Hao Chen, Chih-Cheng Tsui, Hsuan-Hung Chou, Ru-Hwa Cheng, Jainn-Shiun Chiu*. Use of laxative-augmented contrast medium in the evaluation of colorectal foci at FDG PET. Radiology 2011 May;259(2):525-33.

2013 青年醫學研究論壇「沒有物質資源 就靠腦力資源」投影片之一

A Novel Sign for Diagnosis: Hot Liver Sign

Jainn-Shiun Chiu, Chia-Hung Kao, Guang-Uei Hung, Fu-Chiu Yu. Hot liver sign: an indicator of a grave prognosis. Intern Med. 2011 Sep;50(17):1867-8.

The Signs for Diagnosis

Cheng-Kai Huang, Kai-Yuan Cheng, Kuang-Ching Chiu, Jainn-Shiun Chiu*. Looking without Seeing: An easily overlooked posterior bladder layering sign on FDG PET/CT. Ann Nucl Med Mol Imaging. 2012 Dec;25(4):221-222.

Chung-Chieh Huang, Kai-Yuan Cheng, Kuang-Ching Chiu, Cheng-Kai Huang, Guang-Uei Hung, Jainn-Shiun Chiu*. Hot gauntlet sign on F-18 FDG PET/CT. Ann Nucl Med Mol Imaging. 2013 Mar;26(1):34-37.

Artistic & Creative Titles

2013 青年醫學研究論壇「沒有物質資源 就靠腦力資源」投影片之一

Jainn-Shiun Chiu, Yuh-Feng Wang, Chiou-An Chen, Shih-Hua Lin, Yuh-Feng Lin, Pauling Chu. Rocks in the head: extensive intracranial calcification. Intern Med J. 2005 Jun;35(6):362-3.

Jainn-Shiun Chiu, Jeh-En Tzeng, Yuh-Feng Wang. Infection hunter: gallium scintigraphy for hemodialysis access graft infection. Kidney Int. 2006 Apr;69(8):1290.

Yuh-Feng Wang, Chih-Wen Lin, Jainn-Shiun Chiu. Unexpected visitor: hepatic visualization on radionuclide venography. Clin Nucl Med. 2007 Mar;32(3):229-30.

Yen-Kung Chen, Yuh-Feng Wang, Jainn-Shiun Chiu. Diagnostic Trinity: Graves' Disease on F-18 FDG PET. Clin Nucl Med. 2007 Oct;32(10):816-7.

Yuh-Feng Wang, Shih-Kai Lan, Sue-Mei Chang, Jainn-Shiun Chiu*. Tracing chameleon: thallium-201 SPECT/CT for pheochromocytoma. NDT Plus. 2008 Oct;1(5):367-8.

Yuh-Feng Lin, Fu-Chiu Yu, Jainn-Shiun Chiu*. The twilight saga of insulin administration in hyperglycemic patients undergoing F-18 FDG PET. J Nucl Med. 2010 Mar;51(3):497.

Jainn-Shiun Chiu, Guang-Uei Hung. Muscle man: visualizing phytotherapy-associated rhabdomyolysis on bone scintigraphy. Ann Nucl Med Mol Imaging. 2011 Dec;24(4):185-186.

Medical Imaging

(Molecular Imaging & Nuclear Medicine)

Yuh-Feng Wang, Chih-Wen Lin, Yu-Tsan Sheu, Jainn-Shiun Chiu. Diagnosis of Port-A catheter-induced thrombosis by upper extremities radionuclide venography. Ann Nucl Med Sci. 2005 Mar;18(1):63-6.

Chao-Ming Fu, Yuh-Feng Wang, Yu-Feng Guo, Tang-Yi Lin, Jainn-Shiun Chiu. In vivo bio-distribution of intravenously injected Tc-99m labeled ferrite nanoparticles bounded with biocompatible medicals. IEEE Trans Magn. 2005 Oct;41(10):4120-2.

Yuh-Feng Wang, Shiou-Chi Cherng, Jainn-Shiun Chiu, Yu-Cheih Su, Yu-Tsan Sheu. Application of upper-extremity radionuclide venography as a diagnostic approach for Port-A catheter thrombosis. J Chin Med Assoc. 2006 Aug;69(8):351-7.

Jainn-Shiun Chiu, Yuh-Feng Wang. Unusual dialysate leakage complicating peritoneal dialysis. J Assoc Physicians India. 2006 Apr;54:290.

Yuh-Feng Wang, Tin-Kwang Lin, Chih-Wei Chen, Jainn-Shiun Chiu, Chin-Lon Lin. Reverse redistribution in thallium-201 myocardial scintigraphy: diagnostic accuracy improved by simultaneous gated SPECT wall motion study. Tzu Chi Med J. 2006 Apr;18(2):101-8.

Yuh-Feng Wang, Mei-Hua Chuang, Jainn-Shiun Chiu, Thau-Ming Cham, Mei-Ing Chung. On-site preparation of technetium-99m labeled human serum albumin for clinical application. Tohoku J Exp Med. 2007 Apr;211(4):379-85.

Tzyy-Ling Chuang, Jun-Liang Kuo, Xiu-Yin Chang, Jainn-Shiun Chiu, Yuh-Feng Wang. Scintigraphic evidence of osteomalacia: usefulness and typical signs. Ann Nucl Med Sci. 2007 Jun;20(2):115-20.

Jin-Biou Chang, Chih-Heng Huang, Jainn-Shiun Chiu, Mei-Hua Chuang, Hui-Lan Tien, Yuh-Feng Wang. Blood collection tubes and the impact on clinical analysis of total T3 and total T4 in radioimmunoassay. Ann Nucl Med Sci. 2007 Dec;20(4):201-8.

Yuh-Feng Wang, Kuo-Chih Tseng, Jainn-Shiun Chiu, Mei-Hua Chuang, Mei-Ing Chung, Ning-Sheng Lai. Outcome of surgical resection for protein-losing enteropathy in systemic lupus erythematosus. Clin Rheumatol. 2008 Oct;27(10):1325-8.

Ling-Huei Wei, Jainn-Shiun Chiu, Shiou-Ying Chang, Yuh-Feng Wang. Predicting Bone Metastasis in Prostate Cancer Patients: Value of Prostate Specific Antigen. Tzu Chi Med J. 2008 Dec;20(4):291-5.

Yuh-Feng Wang, Yi-Chun Chen, Mei-Hua Chuang, Kuo-Chih Tseng, Jainn-Shiun Chiu, Mei-Ing Chung. Clinical application of on-site prepared technetinum-99m human serum albumin for scintigraphic detecting of protein-losing enteropathy. Ann Nucl Med Sci. 2009 Mar;22(1):19-24.

Yi-Chun Chen, Shang-Jyh Hwang, Jainn-Shiun Chiu, Mei-Hua Chuang, Mei-Ing Chung, Yuh-Feng Wang. Chronic edema from protein-losing enteropathy: scinitgraphic diagnosis. Kidney Int. 2009 May;75(10):1124.

Yi-Chun Chen, Yu-Chieh Su, Jeh-En Tzeng, Chang-Kuo Wei, Jainn-Shiun Chiu, Chih-Wen Lin, Yuh-Feng Wang. The Case | A woman with persistent chest pain and palpitations after coronary stenting. Kidney Int. 2009 Jun;75(12):1361-2.

Shan-Ho Chan, Guang-Uei Hung, Jainn-Shiun Chiu, Kai-Yuan Cheng, Kuang-Ching Chiu, Cheng-Kai Huang. Evaluation of Ventricular Function with Gated Blood-Pool SPECT: Technical Note. J Nucl Med Tech 2013 Dec;10:45-50.

Medical Imaging: PET/CT

Yu-Lin Pai, Huan-Chun Su, Yuk-Cheung Wang, Jainn-Shiun Chiu, Guang-Uei Hung. Asymptomatic gastric metastasis detected by FDG-PET/CT imaging in a patient with lung cancer. Ann Nucl Med Sci. 2010 Mar;23(1):29-34.

Chih-Hung Hsu, Yu-Lin Pai, Jainn-Shiun Chiu, Guang-Uei Hung. Abdominal wall seeding of colorectal cancer at the drainage tube site detected by FDG-PET/CT. Ann Nucl Med Sci. 2010 Jun:23(2):107-11.

Guang-Uei Hung, Hon-Ki Hsu, Chia-Hung Kao, Kuang-Yun Chen, Jainn-Shiun Chiu. Asymptomatic port-site metastasis following video-assisted thoracoscopic surgery detected by FDG-PET/CT. Clin Nucl Med. 2010 Jul;35(7):552-3.

Kuan-Yung Chen, Chih-Hung Hsu, Chia-Hung Kao, Guang-Uei Hung, Jainn-Shiun Chiu, Kuo-Wei Ho. Colovesical fistula in a patient with recurrent cervical cancer detected by FDG PET/CT. Clin Nucl Med. 2010 Oct;35(10):808-810.

Szu-Kuan Yang, Yu-Lin Pei, Chia-Hung Kao, Jainn-Shiun Chiu, Guang-Uei Hung. Focal cerebral hypermetabolism due to nonconvulsive status epilepticus mimicking metastasis in staging a patient with lung cancer by FDG PET/CT. Clin Nucl Med. 2011 May;36(5):394-6.

Jainn-Shiun Chiu, Guang-Uei Hung, Tai-Yi Chen. Asymptomatically synchronous esophageal cancer incidentally detected by F-18 FDG PET/CT in a prostate cancer patient. J Exp Clin Med. 2011 Dec;3(6):307-310.

Yang-Cheng Lee, Kuan-Yung Chen, Jainn-Shiun Chiu, Chia-Hung Kao, Guang-Uei Hung. FDG uptake in sacroiliac joint due to osteitis condensans ilii shown on PET/CT in a patient with breast cancer: the value of coregistered CT in avoiding misinterpretation. Clin Nucl Med. 2012 May;37(5):e121-3.

Tai-Yi Chen, Guang-Uei Hung, Chia-Chun Hung, Jainn-Shiun Chiu, Chia-Hung Kao. Asymptomatic metastasis to the larynx detected by FDG PET/CT in a patient with recurrent rectal adenocarcinoma. Clin Nucl Med. 2012 Jul;37(7):e178-80.

Cheng-Kai Huang, Jainn-Shiun Chiu, Kuang-Ching Chiu, Shan-Ho Chan, Kai-Yuan Cheng. Using a low-carbohydrate, fat-allowed diet to suppression F-18 FDG myocardial uptake (same patient with twice PET/CT scan F-18 FDG myocardial uptake compare) – A Case Report. J Nucl Med Tech 2013 Dec;10:39-43.

Medical Imaging: SPECT/CT for Nephrology

Yi-Chun Chen, Yu-Chieh Su, Jainn-Shiun Chiu, Chang-Kuo Wei, Yuh-Feng Wang. Peritoneo-scrotal shunting diagnosed by Tc-99m DTPA SPECT/CT imaging. Kidney Int. 2010 Sep;78(5):523.

Yi-Chun Chen, Yu-Chieh Su, Chang-Kuo Wei, Jainn-Shiun Chiu, Chih-En Tseng, Shao-Jer Chen, Yuh-Feng Wang. Diagnostic value of I-131 NP-59 SPECT/CT scintigraphy in patients with subclinical or atypical features of primary aldosteronism. J Biomed Biotechnol. 2011;2011:209787.

Yi-Chun Chen, Yu-Chieh Su, Jainn-Shiun Chiu, Yuh-Feng Wang. Protein-losing gastropathy in peritoneal dialysis as a wolf in sheep's clothing: Tc-99m human serum albumin SPECT/CT diagnosis. Clin Nucl Med. 2012 Jan;37(1):e16-8.

Yi-Chun Chen, Yu-Chieh Su, Jainn-Shiun Chiu, Chih-En Tseng. Diagnosis of primary aldosteronism in chronic kidney disease by I-131 NP-59 SPECT/CT imaging. Clin Nucl Med. 2012 Feb;37(2):e30-2.

Yen-Chun Chen, Jainn-Shiun Chiu, Yuh-Feng Wang. NP-59 SPECT/CT Imaging in stage 1 hypertensive and atypical primary aldosteronism: A 5-Year retrospective analysis of clinicolaboratory and imaging features. Scientific World Journal. 2013 Oct 21;2013:317934.

Cheng-Kai Huang, Jainn-Shiun Chiu, Kuang-Ching Chiu, Shan-Ho Chan, Kai-Yuan Cheng. SPECT/CT Using Gallium-67 Inflammatory Scintigraphy for Diagnosis of Acute Pyelonephritis: A Case Report. C J Radiologic Tech. 2013 Dec;37(4):232-237.

Yen-Chun Chen; Jainn-Shiun Chiu; Chih-En Tseng; Yi-Chun Chen. Use of NP-59 SPECT/CT imaging in atypical primary aldosteronism. QJM. 2014 Mar;107(3):233-4.

Medical Imaging: SPECT/CT for Cardiology

Cheng-Kai Huang, Shan Ho Chan, Guang-Uei Hung, Jainn-Shiun Chiu, Kuang-Ching Chiu, Kai-Yuan Cheng. A Technique of Cardiac Image Fusion from Gated Myocardial Perfusion SPECT and 64-Slice CT. C J Radiologic Tech. 2013 Mar;37(1):56-61.

Medical Imaging: X-ray Plain Film and CT

Jainn-Shiun Chiu, Ching-Jiunn Wu, Guang-Huan Sun, Shih-Hua Lin. Obstructive uropathy associated with bilateral renal lymphangiomatosis. Nephrol Dial Transplant. 2004 Nov;19(11):2923.

Jainn-Shiun Chiu, Pauling Chu. Calcified auricles in a patient receiving hemodialysis. Mayo Clin Proc. 2006 Aug;81(8):1095.

Medical Statistics

Jainn-Shiun Chiu, Fu-Chiu Yu, Yu-Chuan Li. Discrimination and calibration are concurrently required for model comparison. Int J Cardiol. 2006 Sep;112(2):245-6.

Medical Informatics

Yen-Cheng Chen, Liang-Kuang Chen, Ming-Dar Tsai, Hou-Chang Chiu, Jainn-Shiun Chiu, Chee-Fah Chong. Fingerprint verification on medical image reporting system. Comput Methods Programs Biomed. 2008 Mar;89(3):282-8.


Shih-Hua Lin, Jainn-Shiun Chiu, Chin-Wang Hsu, Tom Chau. A simple and rapid approach to hypokalemic paralysis. Am J Emerg Med. 2003 Oct;21(6):487-91.

Shih-Hua Lin, Yu-Juei Hsu, Jainn-Shiun Chiu, Shi-Jye Chu, Mogamat Razeen Davids, Mitchell L. Halperin. Osmotic demyelination syndrome: a potentially avoidable disaster. QJM. 2003 Dec;96(12):935-47.

Kuo-Cheng Lu, Jeng-Chuan Shiang, Jainn-Shiun Chiu, Huei-Min Chin, Shih-Hua Lin. Metabolic alkalosis associated with malnutrition in hemodialyzed patients. J Med Sci. 2003 Dec;23(6):323-8.

Weng-Sheng Tsai, Jainn-Shiun Chiu, Che-Hung Yen, Shih-Hua Lin. Profound hypokalemia in acute respiratory failure: a diagnostic dilemma. Respiration. 2003 Nov-Dec;70(6):672.

Kuo-Cheng Lu, Yu-Juei Hsu, Jainn-Shiun Chiu, Yaw-Don Hsu, Shih-Hua Lin. Effects of potassium supplementation on the recovery of thyrotoxic periodic paralysis. Am J Emerg Med. 2004 Nov;22(7):544-7.

Chih-Jen Cheng, Jainn-Shiun Chiu, Wei-Hsin Huang, Shih-Hua Lin. Acute hyperkalemic paralysis in a uremic patient. J Nephrol. 2005 Sep-Oct;18(5):630-3.

Yu-Juei Hsu, Jainn-Shiun Chiu, Kuo-Cheng Lu, Tom Chau, Shih-Hua Lin. Biochemical and etiological characteristics of acute hyponatremia in the emergency department. J Emerg Med. 2005 Nov;29(4):369-74.

Chih-Jen Cheng, Jainn-Shiun Chiu, Chun-Chi Chen, Shih-Hua Lin. Unusual cause of hypokalemic paralysis in aged men: Sjogren syndrome. South Med J. 2005 Dec;98(12):1212-5.

Yu-Tzu Tsao, Yu-Juei Hsu, Nien-Feng Chu, Ching-Huang Lai, Jainn-Shiun Chiu, Shih-Hua Lin. Association of plasma adiponectin and cardiovascular risk profiles in nondiabetic uremic patients on peritoneal dialysis. J Nephrol. 2008 Sep-Oct;21(5):744-52.

Vin-Cent Wu, Shao-Yu Yang, Jou-Wei Lin, Bor-Wen Cheng, Chin-Chi Kuo, Chia-Ti Tsai, Tzong-Shinn Chu, Kuo-How Huang, Shuo-Meng Wang, Yen-Hung Lin, Chih-Kang Chiang, Hung-Wei Chang, Chien-Yu Lin, Lian-Yu Lin, Jainn-Shiun Chiu, Fu-Chang Hu, Shih-Chieh Chueh, Yi-Luwn Ho, Kao-Lang Liu, Shuei-Liong Lin, Ruoh-Fang Yen, Kwan-Dun Wu, On Behalf Of The Taipai Studygroup. Kidney impairment in primary aldosteronism. Clin Chim Acta. 2011 Jul 15;412(15-16):1319-1325.

Multidisciplinary Reports

Ju-Hsin Chen, Kuo-Hsien Wang, Chung-Hong Hu, Jainn-Shiun Chiu*. Atypical angioma serpiginosum. Yonsei Med J. 2008 Jun 30;49(3):509-13.

Yuh-Feng Wang, Jainn-Shiun Chiu, Mei-Hua Chuang, Jing-Er Chiu, Chin-Lon Lin. Bone mineral density of vegetarian and non-vegetarian adults in Taiwan. Asia Pac J Clin Nutr. 2008;17(1):101-6.

Medical Illustration: Important Non-English Papers

邱冠菁、林裕峯、沈偉誌、李友專、王昱豐、 廖建國、楊哲銘、邱建勳*:應用簡報軟體繪製正子電腦斷層之圖解影像。核醫技術學雜誌 2009 Dec;6(1):53-61。