[1주관] 1. Jeon S-B, Lee H, Park B, Choi SH, Hong Y-H, Kim WY, et al. Neurological and clinical status from early time point to long-term follow-up after in-hospital cardiac arrest. Resuscitation. 2021;162:334-42. 2. Lee H, Jeon S-B, Lee K-S. Continuous heart rate variability and electroencephalography monitoring in severe acute brain injury: a preliminary study. Acute and Critical Care. 2021;36(2):151-61. 3. Kim H-J, Lee J-H, Cheong E-n, Chung S-E, Jo S, Shim W-H, et al. Elucidating the risk factors for progression from amyloid-negative Amnestic Mild Cognitive Impairment to Dementia. Current Alzheimer Research. 2020;17(10):893-903. 4. Moon Y, Eah KS, Lee E-J, Kang D-W, Kwon SU, Kim JS, et al. Neuro-ophthalmologic features and outcomes of thalamic infarction: a single-institutional 10-year experience. Journal of Neuro-Ophthalmology. 2021;41(1):29-36. 5. Lee H, Choi SH, Park B, Hong Y-H, Lee H-B, Jeon S-B. Quantitative assessments of pupillary light reflexes in hospital-onset unresponsiveness. BMC neurology. 2021;21(1):1-12. 6. Jo S, Oh JS, Cheong E-N, Kim HJ, Lee S, Oh M, et al. FDG-PET patterns associated with ideomotor apraxia and imitation apraxia in patients with corticobasal syndrome. Parkinsonism & Related Disorders. 2021;88:96-101. 7. Kim BJ, Jang S-K, Kim Y-H, Lee E-J, Chang JY, Kwon SU, et al. Diagnosis of acute central dizziness with simple clinical information using machine learning. Frontiers in Neurology. 2021;12. 8. Jeon S-B, Lee H-B, Koo YS, Lee H, Lee JH, Park B, et al. Neurological emergencies in patients hospitalized with nonneurological illness. Journal of Patient Safety. 2021;17(8):e1332-e40. [2주관] 9. Park HJ, Kim KW, Won SE, Yoon S, Chae YK, Tirumani SH, et al. Definition, incidence, and challenges for assessment of hyperprogressive disease during cancer treatment with immune checkpoint inhibitors: a systematic review and meta-analysis. JAMA network open. 2021;4(3):e211136-e. 10. Park HJ, Kim GH, Kim KW, Lee CW, Yoon S, Chae YK, et al. Comparison of RECIST 1.1 and iRECIST in patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Cancers. 2021;13(1):120. 11. Ock J, Kim T, Lee S, Yang TS, Jeong W, Choi J, et al. Evaluation of skin cancer resection guide using hyper-realistic in-vitro phantom fabricated by 3D printing. Scientific Reports. 2021;11(1):1-11. 12. Yun J, Cho YH, Lee SM, Hwang J, Lee JS, Oh Y-M, et al. Deep radiomics-based survival prediction in patients with chronic obstructive pulmonary disease. Scientific reports. 2021;11(1):1-9. 13. Ock J, Lee S, Kim T, Hong D, Kim M, Ko BS, et al. Accuracy evaluation of a 3D printing surgical guide for breast-conserving surgery using a realistic breast phantom. Computers in Biology and Medicine. 2021;137:104784. [3주관] 14. Han S, Oh JS, Kim JS. Immune microenvironment of the gene signature reflecting the standardised uptake value on 18F-fluorodeoxyglucose positron emission tomography/computed tomography in head and neck squamous cell carcinoma. Annals of Nuclear Medicine. 2021;35(1):65-75. 15. Lee DY, Lee SH, Kim B-J, Kim W, Yoon PW, Lee SJ, et al. Usefulness of 68Ga-DOTATOC PET/CT to localize the culprit tumor inducing osteomalacia. Scientific Reports. 2021;11(1):1-7. 16. Son HJ, Oh JS, Oh M, Lee SJ, Oh SJ, Chung SJ, et al. Test–retest reproducibility of dopamine transporter density measured with [18F] FP-CIT PET in patients with essential tremor and Parkinson’s disease. Annals of Nuclear Medicine. 2021;35(3):299-306. 17. Oh M, Seo M, Oh SY, Kim H, Choi BW, Oh JS, et al. A 4-Year Follow-Up of Subjects with Visually Equivocal Amyloid Positron Emission Tomography Findings from the Alzheimer’s Disease Neuroimaging Initiative Cohort. Nuclear Medicine and Molecular Imaging. 2021;55(2):71-8. 18. Chandrasekaran AP, Suresh B, Sarodaya N, Ko N-R, Oh S-J, Kim K-S, et al. Ubiquitin specific protease 29 functions as an oncogene promoting tumorigenesis in colorectal carcinoma. Cancers. 2021;13(11):2706. 19. Kim J, Beak S, Ahn S, Moon BS, Kim BS, Lee SJ, et al. Effects of taurine and ginseng extracts on energy metabolism during exercise and their anti-fatigue properties in mice. Nutrition Research and Practice. 2022;16(1):33-45. 20. Kim D, Moon BS, Park SM, Lee SJ, Kang SY, Park S, et al. Feasibility of TSPO-specific positron emission tomography radiotracer for evaluating paracetamol-induced liver injury. Diagnostics. 2021;11(9):1661. 21. Ko NR, Lee SJ, Chandrasekaran AP, Tyagi A, Ramakrishna S, Kim S-Y, et al. Smart Vitamin Micelles as Cancer Nanomedicines for Enhanced Intracellular Delivery of Doxorubicin. International journal of molecular sciences. 2021;22(20):11298. 22. Lee KP, Baek S, Yoon MS, Park JS, Hong BS, Lee SJ, et al. Potential anticancer effect of aspirin and 2'‑hydroxy‑2, 3, 5'‑trimethoxychalcone‑linked polymeric micelles against cervical cancer through apoptosis. Oncology Letters. 2022;23(1):1-8. 23. Kang HJ, Ko N, Oh SJ, An SY, Hwang Y-S, Kim SY. Injectable Human Hair Keratin–Fibrinogen Hydrogels for Engineering 3D Microenvironments to Accelerate Oral Tissue Regeneration. International Journal of Molecular Sciences. 2021;22(24):13269. [4주관] 24. Shen J, Shen G, Kim W-S, Tsogt U, Liu C, Sui J, et al. Neuronal Signatures of Negative and Positive Schemas towards the Self and Others in Patients with Early Stage Schizophrenia. Psychiatry investigation. 2021;18(4):284. 25. Piao YH, Yun J-Y, Nguyen TB, Kim W-S, Sui J, Kang N-I, et al. Longitudinal symptom network structure in first-episode psychosis: a possible marker for remission. Psychological medicine. 2021:1-9. [5주관] 26. Choi H-S, Shin W-S, Bang D-H. Application of digital practice to improve head movement, visual perception and activities of daily living for subacute stroke patients with unilateral spatial neglect: Preliminary results of a single-blinded, randomized controlled trial. Medicine. 2021;100(6).

1. Eun-Yeong Park , Sinyoung Park, Haeni Lee, Munsik Kang, Chulhong Kim, Jeesu Kim. Simultaneous Dual-Modal Multispectral Photoacoustic and Ultrasound Macroscopy for Three-Dimensional Whole-Body Imaging of Small Animals. Photonics 2021, 8(1). DOI: 10.3390/photonics8010013 2. Woo Yeup Jeong, Moon Sung Kang, Haeni Lee, Jong Hun Lee, Jeesu Kim, Dong-Wook Han, Ki Su Kim. Recent Trends in Photoacoustic Imaging Techniques for 2D Nanomaterial-Based Phototherapy. Biomedicines. 2021 Jan 15;9(1):80. DOI: 10.3390/biomedicines9010080 3. Eun Heui Kim, Yun Kyung Jeon, Kyoungjune Pak, Taewoo Kang, Kyung‑Eun Kim, Seong‑Jang Kim, In‑Joo Kim, Keunyoung Kim. Effect of tamoxifen with or without gonadotropin-releasing hormone analog on DXA values in women with breast cancer. Scientific Reports volume 11:3407(2021) DOI: 10.1038/s41598-021-82824-x

1. Jungsun Yoo, Young-Hak Kim, Tae Joon Jun. xECGNet: Fine-tuning attention map within CNN to improve detection and explainability of concurrent cardiac arrhythmias. Comput Methods Programs Biomed. 2021 Jul 21;208:106281 DOI: 10.1016/j.cmpb.2021.106281 2. Dayeong Hong, HaeKang Kim, Taehun Kim, Yong-Hee Kim, Namkug Kim. Development of patient specific, realistic, and reusable video assisted thoracoscopic surgery simulator using 3D printing and pediatric computed tomography images. Sci Rep. 2021 Mar 18;11(1):6191 DOI: 10.1038/s41598-021-85738-w 3. In-Hwan Kim, Young-Gon Kim, Sungchul Kim, Jae-Woo Park, Namkug Kim. Comparing intra-observer variation and external variations of a fully automated cephalometric analysis with a cascade convolutional neural net. Sci Rep. 2021 Apr 12;11(1):7925 DOI: 10.1038/s41598-021-87261-4 4. Jung Su Lee, Jihye Yun, Sungwon Ham, Hyunjung Park, Hyunsu Lee, Jeongseok Kim, Jeong-Sik Byeon, Hwoon-Yong Jung, Namkug Kim, Do Hoon Kim. Machine learning approach for differentiating cytomegalovirus esophagitis from herpes simplex virus esophagitis. Sci Rep. 2021 Feb 11;11(1):3672. DOI: 10.1038/s41598-020-78556-z 5. Sue Min Cho, Young-Gon Kim, Jinhoon Jeong, Inhwan Kim, Ho-jinLee, Namkug Kim. Automatic tip detection of surgical instruments in biportal endoscopic spine surgery. Comput Biol Med. 2021 Jun;133:104384. DOI: 10.1016/j.compbiomed.2021.104384

1. Ha Thi Nga, Il-Young Jang, Da Ae Kim, So Jeong Park, Jin Young Lee, Seungjoo Lee, Jeaung Hee Kim, Eunji Lee, Jin Hoon Park, Young-Ho Lee, Hyon-Seung Yi, Beom-Jun Kim. Serum GDF15 Level ls Lndependent of Sarcopenia in Older Asian Asults. Gerontology. 2021 Mar 9;1-7 DOI: 10.1159/000513600 2. Hee-Won Jung, Jin Hoon Park, Da Ae Kim , Il-Young Jang, So Jeong Park, Jin Young Lee, Seungjoo Lee, Jeoung Hee Kim, Hyon-Seung Yi, Eunju Lee a, Beom-Jun Kim. Association between serum FGF21 level and sarcopenia in older adults. Bone 145(6):115877 DOI: 10.1016/j.bone.2021.115877 3. Yura Ahn, Sang Min Lee , Han Na Noh, Wooil Kim, Jooae Choe, Kyung-Hyun Do, Joon Beom Seo. Use of a Commercially Available Deep Learning Algorithm to Measure the Solid Portions of Lung Cancer Manifesting as Subsolid Lesions at CT: Comparisons with Radiologists and Invasive Component Size at Pathologic Examination. Radiology Vol. 299, No. 1. DOI: 10.1148/radiol.2021202803 4. Jihye Lim, Hyungchul Park, Heayon Lee, Eunju Lee, Danbi Lee, Hee‑Won Jung, Il‑Young Jang. Higher frailty burden in older adults with chronic constipation. BMC Gastroenterology 137 (2021). DOI: 10.1186/s12876-021-01684-x 5. Hye-Mee Kwon, In-Gu Jun, Kyoung-Sun Kim, Young-Jin Moon, In Young Huh, Jungmin Lee , Jun-Gol Song , Gyu-Sam Hwang. Rupture Risk of Intracranial Aneurysm and Prediction of Hemorrhagic Stroke after Liver Transplant. Brain Sci. 2021, 11(4), 445. DOI: 10.3390/brainsci11040445 6. Doo‑Hwan Kim, EunseoGwon, Junheok Ock, Jong‑Woo Choi, Jee Ho Lee, Sung‑Hoon Kim, Namkug Kim. Developmental features and predicting airway failure risk in critically ill children with mandibular hypoplasia using 3D computational tomographic analysis. Scientific Reports 9881 (2021) DOI: 10.1038/s41598-021-89302-4 7. Ji-Hoon Sim, Ji-Yeon Bang, Sung-Hoon Kim, Sa-Jin Kang, Jun-Gol Song. Association of Preoperative Prognostic Nutritional Index and Postoperative Acute Kidney Injury in Patients with Colorectal Cancer Surgery. Nutrients. 2021 May 11;13(5):1604. DOI: 10.3390/nu13051604 8. Ji-Yeon Bang, In-Gu Jun, Jeong-Bok Lee, Yousun Ko, Kyung-Won Kim, Junhyeop Jeong, Sung-Hoon Kim, Jun-Gol Song. Impact of Sarcopenia on Acute Kidney Injury after Infrarenal Abdominal Aortic Aneurysm Surgery: A Propensity Matching Analysis. Nutrients. 2021 Jun 27;13(7):2212 DOI: 10.3390/nu13072212 9. Hye-Mee Kwon , Woo-Young Seo, Jae-Man Kim, Woo-Hyun Shim, Sung-Hoon Kim, Gyu-Sam Hwang. Estimation of Stroke Volume Variance from Arterial Blood Pressure: Using a 1-D Convolutional Neural Network. Sensors 2021, 21(15), 5130 DOI: 10.3390/s21155130

1. Sang Min Park, Do Yeon Kim, Soon-Woo Cho, Beop-Min Kim, Tae Geol Lee, Chang-Seok Kim et al. Quickly Alternating Green and Red Laser Source for Real-time Multispectral Photoacoustic Microscopy. Photoacoustics Volume 20. DOI: 10.1016/j.pacs.2020.100204 2. Robert Roth, Soochi Kim, Jeesu Kim & Siyeon Rhee. Single-cell and spatial transcriptomics approaches of cardiovascular development and disease. BMB Rep. 2020 Aug;53(8):393-399. DOI: 10.5483/BMBRep.2020.53.8.130. 3. Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu. Learning to utilize auxiliary reviews for recommendation. Information Sciences Volume 545. DOI: 10.1016/j.ins.2020.09.025 4. Jae Seon Kang, Yun-Sik Choi. Platelets as a Source of Peripheral Aβ Production and Its Potential as a Blood-based Biomarker for Alzheimer’s Disease. Korean Society of Life Science Volume 30 Issue 12. DOI: 10.5352/JLS.2020.30.12.1118

1. Ilsang Woo, Areum Lee, Seung Chai Jung, Hyunna Lee, Namkug Kim, Se Jin Cho et al. Fully automated segmentation on brain ischemic and white matter hyperintensities lesions using semantic segmentation networks with squeeze-and-excitation blocks in MRI. Informatics in Medicine Unlocked, (2020): 100440 DOI: 10.3348/kjr.2018.0615

1. Il-Young Jang, Hee-Won Jung, Jin Hoon Park, Jeoung Hee Kim, Seungjoo Lee, Eunju Lee et al. Lower Serum n-3 Fatty Acid Level in Older Adults with Sarcopenia. nutrients. 2020, 12(10), 2959 DOI: 10.3390/nu12102959 2. Yoon Ok Jang, Geun Su Noh, Huifang Liu, Bonhan Koo, Zhen Qiao, Yong Shin. Dimethyl3,3′‑dithiobispropionimidatefunctionalized diatomaceous earth particles for efficient biomolecule separation. Scientific Reports 10, 15592(2020) DOI: 10.1038/s41598-020-72913-8 3. Il-Young Jang, Seungjoo Lee, Jeoung Hee Kim, Eunju Lee, Jin Young Lee, So Jeong Park et al. Lack of association between circulating apelin level and frailty-related functional parameters in older adults: a cross-sectional study. BMC Geriatrics 20, 420(2020) DOI: 10.1186/s12877-020-01837-9 4. Geun Su Noh, Huifang Liu, Myoung Gyu Kim, Zhen Qiao, Yoon Ok Jang, Yong Shin. Multi-Sample Preparation Assay for Isolation of Nucleic Acids Using Bio-Silica with Syringe Filters. Micromachines 2020, 11(9) DOI: 10.3390/mi11090823 5. Hae Reong Kim, Heayon Lee, Yoonje Seong, Eunju Lee, Hee-Won Jung, Yu Rang Park and Il-Young Jang. Longitudinal trajectory of disability in community-dwelling older adults: An observational cohort study in South Korea. BMG Geriatrics 20, 430(2020) DOI: 10.1186/s12877-020-01834-y 6. Hee-Won Jung, Taeyang Jin, Ji Yeon Baek, Seongjun Yoon, Eunju Lee, Jack M Guralnik et al. Functional Age Predicted by Electronic Short Physical Performance Battery Can Detect Frailty Status in Older Adults. Korean J Radiol. 2019 Aug;20(8):1275-1284. DOI: 10.2147/CIA.S280542

1. Cui Y, Piao Y, Kim S-W, Lee BJ, Kim JJ, Yu J-C, et al. Psychological factors intervening between childhood trauma and suicidality in first-episode psychosis. Psychiatry research. 2020;293:113465. DOI: 10.1016/j.psychres.2020.113465 2. Kim W-S, Shen G, Liu C, Kang N-I, Lee K-H, Sui J, et al. Altered amygdala-based functional connectivity in individuals with attenuated psychosis syndrome and first-episode schizophrenia. Scientific Reports. 2020;10(1):1-9. DOI: 10.1038/s41598-020-74771-w 3. Lee BJ, Kim S-W, Kim JJ, Yu J-C, Lee KY, Won S-H, et al. Defining treatment response, remission, relapse, and recovery in first-episode psychosis: a survey among korean experts. Psychiatry investigation. 2020;17(2):163. DOI: 10.30773/pi.2019.0240 4. Lee Y, Kang N-I, Lee K-H, Piao Y, Cui Y, Kim S-W, et al. Effects of antipsychotics on rumination in patients with first-episode psychosis. Progress in Neuro-Psychopharmacology and Biological Psychiatry. 2020;103:109983. DOI: 10.1016/j.pnpbp.2020.109983

1. Cui Y, Kim S-W, Lee BJ, Kim JJ, Yu J-C, Lee KY, et al. Negative schema and rumination as mediators of the relationship between childhood trauma and recent suicidal ideation in patients with early psychosis. The Journal of clinical psychiatry. 2019;80(3):17m12088. DOI: 10.4088/JCP.17m12088 2. Kim J-H, Piao Y, Kim W-S, Park J-J, Kang N-I, Lee K-H, et al. The development of the Brooding Scale. Psychiatry investigation. 2019;16(6):443. DOI: 10.30773/pi.2019.04.16 3. Kim J-Y, Jeon H, Kwon A, Jin MJ, Lee S-H, Chung Y-C. Self-awareness of psychopathology and brain volume in patients with first episode psychosis. Frontiers in psychiatry. 2019;10:839. DOI: 10.3389/fpsyt.2019.00839 4. Oh K, Chung Y-C, Kim KW, Kim W-S, Oh I-S. Classification and visualization of Alzheimer’s disease using volumetric convolutional neural network and transfer learning. Scientific Reports. 2019;9(1):1-16. DOI: 10.1038/s41598-019-54548-6 5. Oh K, Kim W, Shen G, Piao Y, Kang N-I, Oh I-S, et al. Classification of schizophrenia and normal controls using 3D convolutional neural network and outcome visualization. Schizophrenia research. 2019;212:186-95. DOI: 10.1016/j.schres.2019.07.034

1. An HH, Moon BS, Park HS, Lee HJ, Lee SJ, Oh SJ, et al. Comparative Study in Different Filters for Efficient Sterile Filtration. Bulletin of the Korean Chemical Society. 2020;41(8):824-8. DOI: 10.1002/bkcs.12073 2. Chae SY, Son HJ, Lee DY, Shin E, Oh JS, Seo SY, et al. Comparison of diagnostic sensitivity of [18 F] fluoroestradiol and [18 F] fluorodeoxyglucose positron emission tomography/computed tomography for breast cancer recurrence in patients with a history of estrogen receptor-positive primary breast cancer. EJNMMI research. 2020;10(1):1-9. DOI: 10.1186/s13550-020-00643-z 3. Chandrasekaran AP, Poondla N, Ko NR, Oh SJ, Ramakrishna S. YM155 sensitizes HeLa cells to TRAIL‑mediated apoptosis via cFLIP and survivin downregulation. Oncology Letters. 2020;20(4):72 DOI: 10.3892/ol.2020.11933 4. Das S, Chandrasekaran AP, Jo K-S, Ko NR, Oh SJ, Kim K-S, et al. HAUSP stabilizes Cdc25A and protects cervical cancer cells from DNA damage response. Biochimica et Biophysica Acta (BBA)-Molecular Cell Research. 2020;1867(12):118835. DOI: 10.1016/j.bbamcr.2020.118835 5. Kim HO, Kim JS, Kim S-O, Chae SY, Oh SJ, Seo M, et al. Clinicopathological characteristics of primary central nervous system lymphoma with low 18F-fludeoxyglucose uptake on brain positron emission tomography. Medicine. 2020;99(20). DOI: 10.1097/MD.0000000000020140 6. Kim J, Lee KP, Kim BS, Lee SJ, Moon BS, Baek S. Heat shock protein 90 inhibitor AUY922 attenuates platelet-derived growth factor-BB-induced migration and proliferation of vascular smooth muscle cells. The Korean journal of physiology & pharmacology: official journal of the Korean Physiological Society and the Korean Society of Pharmacology. 2020;24(3):241-8. DOI: 10.4196/kjpp.2020.24.3.241 7. Kim Y-I, Yoo C, Oh SJ, Lee SJ, Kang J, Hwang H-S, et al. Tumour-to-liver ratio determined by [68 Ga] Ga-DOTA-TOC PET/CT as a prognostic factor of lanreotide efficacy for patients with well-differentiated gastroenteropancreatic-neuroendocrine tumours. EJNMMI research. 2020;10(1):1-11. DOI: 10.1186/s13550-020-00651-z 8. Ko NR, Van SY, Hong SH, Kim S-Y, Kim M, Lee JS, et al. Dual pH-and GSH-responsive degradable PEGylated graphene quantum dot-based nanoparticles for enhanced HER2-positive breast cancer therapy. Nanomaterials. 2020;10(1):91. DOI: 10.3390/nano10010091 9. Lee SJ, Ko NR, Oh SJ. Optimization of the Synthesis of 18F‐D2‐Deprenyl With Mild 18F‐Fluorination and Minimum Precursor Input for PET Imaging of Neuroinflammation. Bulletin of the Korean Chemical Society. 2020;41(8):805-11. DOI: 10.1002/bkcs.12071 10. Oh M, Oh SJ, Lee SJ, Oh JS, Roh JH, Chung SJ, et al. Clinical evaluation of 18F-PI-2620 as a potent PET radiotracer imaging tau protein in Alzheimer disease and other neurodegenerative diseases compared with 18F-THK-5351. Clinical Nuclear Medicine. 2020;45(11):841-7. DOI: 10.1097/RLU.0000000000003261

1. Chae SY, Kwon T-W, Jin S, Kwon SU, Sung C, Oh SJ, et al. A phase 1, first-in-human study of 18 F-GP1 positron emission tomography for imaging acute arterial thrombosis. EJNMMI research. 2019;9(1):1-10. DOI: 10.1186/s13550-018-0471-8 2. Ko NR, Hong SH, Nafiujjaman M, An SY, Revuri V, Lee SJ, et al. Glutathione-responsive PEGylated GQD-based nanomaterials for diagnosis and treatment of breast cancer. Journal of industrial and engineering chemistry. 2019;71:301-7. DOI: 10.1016/j.jiec.2018.11.039 3. Lee DY, Oh M, Kim S-J, Oh JS, Chung SJ, Kim JS. Bilirubin-related differential striatal [18F] FP-CIT uptake in parkinson disease. Clinical nuclear medicine. 2019;44(11):855-9. DOI: 10.1097/RLU.0000000000002749 4. Lee N, Oh I, Chae SY, Jin S, Oh SJ, Lee SJ, et al. Radiation dosimetry of [18F] GP1 for imaging activated glycoprotein IIb/IIIa receptors with positron emission tomography in patients with acute thromboembolism. Nuclear medicine and biology. 2019;72:45-8. DOI: 10.1016/j.nucmedbio.2019.07.003 5. Park JE, Yun J, Kim SJ, Shim WH, Oh JS, Oh M, et al. Intra-individual correlations between quantitative THK-5351 PET and MRI-derived cortical volume in Alzheimer’s disease differ according to disease severity and amyloid positivity. PloS one. 2019;14(12):e0226265. DOI: 10.1371/journal.pone.0226265

1. Eun D-I, Jang R, Ha WS, Lee H, Jung SC, Kim N. Deep-learning-based image quality enhancement of compressed sensing magnetic resonance imaging of vessel wall: Comparison of self-supervised and unsupervised approaches. Scientific Reports. 2020;10(1):1-17. DOI: 10.1038/s41598-020-69932-w 2. Hong SB, Choi SH, Kim Kw, Kim SY, Kim JH, Kim S, et al. Meta‐analysis of MRI for the diagnosis of liver metastasis in patients with pancreatic adenocarcinoma. Journal of Magnetic Resonance Imaging. 2020;51(6):1737-44. DOI: 10.1002/jmri.26969 3. Jang JK, Choi SH, Park SH, Kim KW, Kim HJ, Lee JS, et al. MR tumor regression grade for pathological complete response in rectal cancer post neoadjuvant chemoradiotherapy: a systematic review and meta-analysis for accuracy. European radiology. 2020;30(4):2312-23. DOI: 10.1007/s00330-019-06565-2 4. Jang R, Kim N, Jang M, Lee KH, Lee SM, Lee KH, et al. Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers. JMIR medical informatics. 2020;8(8):e18089. DOI: 10.2196/18089 5. Kang JH, Choi SH, Lee JS, Park SH, Kim KW, Kim SY, et al. Interreader agreement of liver imaging reporting and data system on MRI: A systematic review and meta‐analysis. Journal of Magnetic Resonance Imaging. 2020;52(3):795-804. DOI: 10.1002/jmri.27065 6. Kim DH, Choi SH, Park SH, Kim KW, Byun JH, Kim SY, et al. The liver imaging reporting and data system tumor-in-vein category: a systematic review and meta-analysis. European Radiology. 2020:1-10. DOI: 10.1007/s00330-020-07282-x 7. Kim DH, Choi SH, Park SH, Kim KW, Byun JH, Kim SY, et al. Liver imaging reporting and data system category M: A systematic review and meta‐analysis. Liver International. 2020;40(6):1477-87. DOI: 10.1111/liv.14420 8. Kim DH, Lee JE, Kim YG, Lee Y, Seo DW, Lee KH, et al. High‐Throughput Algorithm for Discovering New Drug Indications by Utilizing Large‐Scale Electronic Medical Record Data. Clinical Pharmacology & Therapeutics. 2020;108(6):1299-307. DOI: 10.1002/cpt.1980 9. Kim SY, Kim TW. Current challenges in the implementation of precision oncology for the management of metastatic colorectal cancer. ESMO open. 2020;5(2):e000634. DOI: 10.1136/ esmoopen-2019-000634 10. Kim T, Lee K, Ham S, Park B, Lee S, Hong D, et al. Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT. Scientific reports. 2020;10(1):1-7. DOI: 10.1038/s41598-019-57242-9 11. Ko H, Chung H, Kang WS, Kim KW, Shin Y, Kang SJ, et al. COVID-19 pneumonia diagnosis using a simple 2D deep learning framework with a single chest CT image: model development and validation. Journal of medical Internet research. 2020;22(6):e19569. DOI: 10.2196/19569 12. Kwon J, Kim GB, Kang S, Byeon Y, Sa H-S, Kim N. Accuracy of 3D printed guide for orbital implant. Rapid Prototyping Journal. 2020;26(8):1363-1370 DOI: 10.1108/RPJ-07-2019-0193 13. Ock J, Gwon E, Kim D-h, Kim S-h, Kim N. Patient-specific and hyper-realistic phantom for an intubation simulator with a replaceable difficult airway of a toddler using 3D printing. Scientific Reports. 2020;10(1):1-12. DOI: 10.1038/s41598-020-67575-5 14. Oh CR, Hong JY, Kim JH, Lee JS, Kim HS, Kim TW, et al. Real-World Outcomes of Pazopanib Treatment in Korean Patients with Advanced Soft Tissue Sarcoma: A Multicenter Retrospective Cohort Study. Targeted Oncology. 2020;15(4):485-93. DOI: 10.1007/s11523-020-00731-z 15. Park HJ, Kim KW, Pyo J, Suh CH, Yoon S, Hatabu H, et al. Incidence of pseudoprogression during immune checkpoint inhibitor therapy for solid tumors: a systematic review and meta-analysis. Radiology. 2020;297(1):87-96. DOI: 10.1148/radiol.2020200443 16. Park HY, Kim KW, Yoon MA, Lee MH, Chae EJ, Lee JH, et al. Role of whole-body MRI for treatment response assessment in multiple myeloma: comparison between clinical response and imaging response. Cancer Imaging. 2020;20(1):1-11. DOI: 10.1186/s40644-020-0293-6. 17. Park JH, Lee JS, Koo H, Kim JE, Ahn JH, Ryu MH, et al. How Cancer Patients Perceive Clinical Trials (CTs) in the Era of CTs: Current Perception and Its Differences Between Common and Rare Cancers. J Cancer Educ. 2020;35(3):545-56. DOI: 10.1007/s13187-019-01494-6 18. Park YR, Koo H, Yoon Y-K, Park S, Lim Y-S, Baek S, et al. Expedited Safety Reporting Through an Alert System for Clinical Trial Management at an Academic Medical Center: Retrospective Design Study. JMIR Medical Informatics. 2020;8(2):e14379. DOI: 10.2196/14379 19. Song EM, Park B, Ha C-A, Hwang SW, Park SH, Yang D-H, et al. Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model. Scientific reports. 2020;10(1):1-10. DOI: 10.1038/s41598-019-56697-0 20. Suh CH, Lee KH, Choi YJ, Chung SR, Baek JH, Lee JH, et al. Oropharyngeal squamous cell carcinoma: radiomic machine-learning classifiers from multiparametric MR images for determination of HPV infection status. Scientific reports. 2020;10(1):1-10. DOI: 10.1038/s41598-020-74479-x.

1. Il-Young Jang, Seungjoo Lee, Jeoung Hee Kim, Eunju Lee, Jin Young Lee, So Jeong Park, Da Ae Kim, Mark W. Hamrick, Jin Hoon Park, Beom-Jun Kim. Lack of association between circulating apelin level and frailty-related functional parameters in older adults: a cross-sectional study. BMC Geriatrics.(2020)20:420 DOI : 10.1186/s12877-020-01837-9 2. Hae Reong Kim, Heayon Lee, Yoonje Seong, Eunju Lee, Hee-Won Jung, Yu Rang Park, Il-Young Jang. Longitudinal trajectory of disability in community-dwelling older adults: An observational cohort study in South Korea. BMC Geriatrics. (2020)20:430 DOI : 10.1186/s12877-020-01834-y 3. Hee-Won Jung, Taeyang Jin, Ji Yeon Baek, Seongjun Yoon, Eunju Lee, Jack M Guralnik, Il-Young Jang. Functional Age Predicted by Electronic Short Physical Performance Battery Can Detect Frailty Status in Older Adults. Clinical Interventions in Aging. 2020:15 2175-2182 DOI : 10.2147/CIA.S280542 4. Il-Young Jang, Hee-Won Jung, Jin Hoon Park, Jeoung Hee Kim, Seungjoo Lee, Eunju Lee, Jin Young Lee, So Jeong Park, Da Ae Kim, Su Jung Kim, Hyun Ju Yoo, Beom-Jun Kim. Lower Serum n-3 Fatty Acid Level in Older Adults with Sarcopenia. nutrients. 2020,12, 2959. DOI : 10.3390/nu12102959

1. Bae H-J, Kim C-W, Kim N, Park B, Kim N, Seo JB, et al. A Perlin noise-based augmentation strategy for deep learning with small data samples of HRCT images. Scientific reports. 2018;8(1):1-7. DOI: 10.1038/s41598-018-36047-2 2. Byun J, Lee SS, Sung YS, Shin Y, Yun J, Kim HS, et al. CT indices for the diagnosis of hepatic steatosis using non-enhanced CT images: development and validation of diagnostic cut-off values in a large cohort with pathological reference standard. European radiology. 2019;29(8):4427-35. DOI: 10.1007/s00330-018-5905-1 3. Hong SB, Choi SH, Kim KW, Park SH, Kim SY, Lee SJ, et al. Diagnostic performance of [18 F] FDG-PET/MRI for liver metastasis in patients with primary malignancy: a systematic review and meta-analysis. European radiology. 2019;29(7):3553-63. DOI: 10.1007/s00330-018-5909-x 4. Hong YS, Kim SY, Lee J-S, Nam B-H, Kim K-p, Kim JE, et al. Oxaliplatin-Based Adjuvant Chemotherapy for Rectal Cancer after Preoperative Chemoradiotherapy (ADORE): Long-Term Results of an Open-Label, Multicentre, Phase 2, Randomised Controlled Trial. Journal of Clinical Oncology. 2019;37(33):3111-23. DOI: 10.1200/JCO.19.00016 5. Kim JH, Kim SY, Kim K-p, Kim TW, Chae SY, Kim HJ, et al. Regorafenib-induced hypothyroidism as a predictive marker for improved survival in metastatic or unresectable colorectal cancer refractory to standard therapies: a prospective single-center study. Targeted oncology. 2019;14(6):689-97. DOI: 10.1007/s11523-019-00672-2 6. Lee K, Park HY, Kim KW, Lee AJ, Yoon MA, Chae EJ, et al. Advances in whole body MRI for musculoskeletal imaging: Diffusion-weighted imaging. Journal of clinical orthopaedics and trauma. 2019;10(4):680-6. DOI: 10.1016/j.jcot.2019.05.018 7. Lim JS, Topping V, Lee JS, Bailey KD, Kim S-H, Kim TW. Effects of providing manuscript editing through a combination of in-house and external editing services in an academic hospital. PloS one. 2019;14(7):e0219567. DOI: 10.1371/journal.pone.0219567

1. Ha SH, Kim H-G, Kim BJ. Bilateral pontine infarction with basilar artery fenestration: A case report. Medicine. 2020;99(32). DOI: 10.1097/MD.0000000000021530 2. Hong YJ, Lee J-H, Choi EJ, Han N, Kim JE, Park S-H, et al. Efficacies of Cognitive Interventions in the Elderly with Subjective Cognitive Decline: A Prospective, Three-Arm, Controlled Trial. Journal of clinical neurology (Seoul, Korea). 2020;16(2):304. DOI: 10.3988/jcn.2020.16.2.304. 3. Jang S-K, Chang JY, Lee JS, Lee E-J, Kim Y-H, Han JH, et al. Reliability and clinical utility of machine learning to predict stroke prognosis: comparison with logistic regression. Journal of stroke. 2020;22(3):403. DOI: 10.5853/jos.2020.02537 4. Kim H, Lee E-J, Kim S, Choi L-K, Kim K, Kim HW, et al. Serum biomarkers in myelin oligodendrocyte glycoprotein antibody–associated disease. Neurology-Neuroimmunology Neuroinflammation. 2020;7(3). DOI: 10.1212/NXI.0000000000000708 5. Kim H, Lee Y, Kim Y-H, Lim Y-M, Lee JS, Woo J, et al. Deep Learning-Based Method to Differentiate Neuromyelitis Optica Spectrum Disorder From Multiple Sclerosis. Frontiers in Neurology. 2020;11:1642. DOI: 10.3389/fneur.2020.599042 6. Kim H, Lim Y-M, Kim G, Lee E-J, Lee JH, Kim HW, et al. Choroid plexus changes on magnetic resonance imaging in multiple sclerosis and neuromyelitis optica spectrum disorder. Journal of the Neurological Sciences. 2020;415:116904. DOI: 10.1016/j.jns.2020.116904 7. Kim H, Lim Y-M, Lee E-J, Oh YJ, Kim K-K. Clinical and imaging features of patients with cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy and cysteine-sparing NOTCH3 mutations. PloS one. 2020;15(6):e0234797. DOI: 10.1371/journal.pone.0234797 8. Kim H-J, Lee J-H, Cheong E-N, Chung S-E, Jo S, Shim W-H, et al. Elucidating the Risk Factors for Progression from Amyloid-Negative Amnestic Mild Cognitive Impairment to Dementia. Current Alzheimer Research. 2020;17(10):893-903. DOI: 10.2174/1567205017666201130094259 9. Kwon HS, Lee D, Lee MH, Yu S, Lim J-S, Yu K-H, et al. Post-stroke cognitive impairment as an independent predictor of ischemic stroke recurrence: PICASSO sub-study. Journal of neurology. 2020;267(3):688-93. DOI: 10.1007/s00415-019-09630-4 10. Lee E-J, Kim JS, Chang D-I, Park J-H, Ahn SH, Cha J-K, et al. Depressive Symptoms in Stroke Patients: Are There Sex Differences? Cerebrovascular Diseases. 2020;49(1):19-25. DOI: 10.1159/000506116 11. Lee E-J, Kim JS, Chang D-I, Park J-H, Ahn SH, Cha J-K, et al. Post-Stroke Depressive Symptoms: Varying Responses to Escitalopram by Individual Symptoms and Lesion Location. Journal of Geriatric Psychiatry and Neurology. 2020:0891988720957108. DOI: 10.1177/0891988720957108 12. Lee E-J, Kwon SU, Park J-H, Kim Y-J, Hong K-S, Yu S, et al. Changes in high-density lipoprotein cholesterol and risks of cardiovascular events: A post hoc analysis from the PICASSO trial. Journal of stroke. 2020;22(1):108. DOI: 10.5853/jos.2019.02551 13. Lee H, Lee E-J, Ham S, Lee H-B, Lee JS, Kwon SU, et al. Machine learning approach to identify stroke within 4.5 hours. Stroke. 2020;51(3):860-6. DOI: 10.1161/STROKEAHA.119.027611 14. Noh S-M, Kang HG, Kim BJ. Syncope after influenza virus infection. Journal of Korean medical science. 2020;35(20). DOI: 10.3346/jkms.2020.35.e134 15. Woo HG, Heo SH, Kim EJ, Chang D-i, Song TJ, Kim BJ. Atherosclerotic plaque locations may be related to different ischemic lesion patterns. BMC neurology. 2020;20(1):1-7. DOI: 10.1186/s12883-020-01868-0

1. Choi MJ, Kim H, Nah H-W, Kang D-W. Digital therapeutics: emerging new therapy for neurologic deficits after stroke. Journal of stroke. 2019;21(3):242. DOI: 10.5853/jos.2019.01963 2. Kim BJ, Kwon SU, Park J-M, Hwang Y-H, Heo SH, Rha J-H, et al. Blood pressure variability is associated with white matter lesion growth in intracranial atherosclerosis. American journal of hypertension. 2019;32(9):918-24. DOI: 10.1093/ajh/hpz068 3. Kim J-G, Lee H-B, Jeon S-B. Combination of dexmedetomidine and ketamine for magnetic resonance imaging sedation. Frontiers in neurology. 2019;10:416. DOI: 10.3389/fneur.2019.00416 4. Kim SM, Jung J-M, Kim BJ, Lee J-S, Kwon SU. Cilostazol mono and combination treatments in ischemic stroke: an updated systematic review and meta-analysis. Stroke. 2019;50(12):3503-11. DOI: 10.1161/STROKEAHA.119.026655 5. Kim Y-H, Cho A-H, Kim D, Kim SM, Lim HT, Kwon SU, et al. Early functional connectivity predicts recovery from visual field defects after stroke. Journal of stroke. 2019;21(2):207. DOI: 10.5853/jos.2018.02999