55*. Symptom specific differential motor network modulation by deep brain stimulation in Parkinson’s disease, William S Gibson1, Aaron E Rusheen, Yoonbae Oh, MyungHo In, Krzysztof R Gorny, Joel P Felmlee, Bryan T Klassen, Sung Jun Jung, Hoon-Ki Min, Kendall H Lee, Hang Joon Jo*, Journal of Neurosurgery, In Press

54*. The benefit of high-performance gradient on echo planar imaging for BOLD-based resting-state functional MRI, Daehun Kang1, Hang Joon Jo1, Myung-Ho In, Uten Yarach, Nolan Meyer, Lydia Bardwell-Speltz, Erin Gray, Joshua Trzasko, John Huston III, Matt Bernstein, Yunhong Shu*, 2020, Physics in Medicine and Biology, 65(23), 235024

Regional cortical coverage ratios. Among 75 regions per hemisphere, 18 were selected with less than 0.95 mean coverage ratio for the WB3T datasets and sorted in ascending order. Five regions for both hemispheres were significantly improved for the C3T dataset.

53. The effect of spiral trajectory correction on pseudo‐continuous arterial spin labeling with high‐performance gradients on a compact 3T scanner, Daehun Kang, Uten Yarach, Myung‐Ho In, Erin M Gray, Joshua D Trzasko, Hang Joon Jo, Yunhong Shu, John Huston III, Matt A Bernstein, 2020, Magnetic Resonance in Medicine, 84(1), 192-205

52. Classification of femur fracture in pelvic X-ray images using meta-learned deep neural network, Changhwan Lee, Jongseong Jang, Seunghun Lee, Young Soo Kim, Hang Joon Jo, Yeesuk Kim, 2020, Scientific Reports, 10, 13694

51*. Multivariate pattern classification on BOLD activation pattern induced by deep brain stimulation in motor, associative, and limbic brain networks, Shinho Cho1, Hoon-Ki Min, Myung-Ho In, Hang Joon Jo*, 2020, Scientific Reports, 10, 7528

Inter-group pattern classification results for target-specific DBS-evoked BOLD fMRI activation.

50*. Fast detection and reduction of local transient artifacts in resting-state fMRI, Hang Joon Jo1,*, Richard C Reynolds, Stephen J Gotts, Daniel A Handwerker, Irena G Balzekas, Alex Martin, Robert W Cox, Peter A Bandettini, 2020, Computers in Biology and Medicine, 120, 103742

Spatiotemporal characteristics of transient artifacts detected by the weighted local white matter regressor (wWMeLOCAL), and performances of different denoising models for time-windowed correlations.

49. Semi-supervised training data selection improves seizure forecasting in canines with epilepsy, Mona Nasseri, Vaclav Kremen, Petr Nejedly, Inyong Kim, Su-Youne Chang, Hang Joon Jo, Hari Guragain, Nathaniel Nelson, Edward Patterson, Beverly K Sturges, Chelsea M Crowe, Tim Denison, Benjamin H Brinkmann, Gregory A Worrell, 2020, Biomedical Signal Processing and Control, 57, 101743

48*. Resting-state functional connectivity modulates the BOLD activation induced by nucleus accumbens stimulation in the swine brain, Shinho Cho1, Jan T Hachmann, Irena Balzekas, Myung-Ho In, Lindsey G Andres-Beck, Kendall H Lee, Hoon-Ki Min, Hang Joon Jo*, 2019, Brain and Behavior, 9(12), e01431

Pair‐wise functional connectivity (FC) is shown in the color encoded matrix (left) and illustrated with lines on a schematic brain diagram (right):

47*. Nuclei-specific thalamic connectivity predicts seizure frequency in drug-resistant medial temporal lobe epilepsy, Hang Joon Jo1,*, Daniel L Kenny-Jung, Irena Balzekas, Eduardo E Benarroch, David T Jones, Benjamin H Brinkmann, S Matt Stead, Jamie J Van Gompel, Kirk M Welker, Gregory A Worrell, 2019, NeuroImage: Clinical, 21, 101671

Magnitude of RSFC between thalamic nuclei and other brain regions in mTLE patients predicts the seizure frequency.

46*. Mapping BOLD activation by pharmacologically evoked tremor in swine, Jeyeon Lee1, Hang Joon Jo1, Inyong Kim, Jihyun Lee, Hoon-Ki Min, Myung-Ho In, Emily J Knight, Su-youne Chang*, 2019, Frontiers in Neuroscience, 13, 985

Harmaline-evoked physiological changes and associated BOLD signal fluctuations.

45*. Relationship between seizure frequency and functional abnormalities in limbic network of medial temporal lobe epilepsy, Hang Joon Jo1,*, Daniel L Kenney-Jung, Kirk M Welker, David T Jones, Irena G Balzekas, Paul E Croarkin, Eduardo E Benarroch, Gregory A Worrell*, 2019, Frontiers in Neurology, 10, 488

Functional connectivity results for regions of interest in the limbic system and temporal lobe. ROIs in limbic and temporal lobe areas were investigated using network-level analysis.

44. Neural evidence for persistent attentional bias to threats in patients with social anxiety disorder, So-Yeon Kim, Jung Eun Shin, Yoonji Irene Lee, Haena Kim, Hang Joon Jo, Soo-Hee Choi, 2018, Social Cognitive and Affective Neuroscience, 13(12), 1327-1336

43. Exploring brain functional connectivity in rest and sleep states: a fNIRS study, Thien Nguyen, Olajide Babawale, Tae Kim, Hang Joon Jo, Hanli Liu, Jae Gwan Kim, 2018, Scientific Reports, 8(1), 16144

42. Right hemisphere lateralization in neural connectivity within fronto-parietal networks in non-human primates during a visual reaching task, Jeyeon Lee, Hoseok Choi, Seho Lee, Kyung-Ha Ahn, Hang Joon Jo, In-Young Kim, Dong Pyo Jang, Kyoung-Min Lee, 2018, Frontiers in Behavioral Neuroscience, 12, 286

41. Integrating brain implants with local and distributed computing devices: a next generation epilepsy management system, Vaclav Kremen, Benjamin H Brinkmann, Inyong Kim, Hari Guragain, Mona Nasseri, Abigail L Magee, Tal Pal Attia, Petr Nejedly, Vladimir Sladky, Nathanial Nelson, Su-Youne Chang, Jeffrey A Herron, Tom Adamski, Steven Baldassano, Jan Cimbalnik, Vince Vasoli, Elizabeth Fehrmann, Tom Chouinard, Edward E Patterson, Brian Litt, Matt Stead, Jamie Van Gompel, Beverly K Sturges, Hang Joon Jo, Chelsea M Crowe, Timothy Denison, Gregory A Worrell, 2018, IEEE Journal of Translational Engineering in Health and Medicine, 6, 2168-2372

40. Aberrant structural-functional coupling in adult cannabis users, Dae-Jin Kim, Ashley Schnakenberg, Yong-Wook Shin, Hang Joon Jo, Hu Cheng, Sharlene Newman, Olaf Sporns, Bill Hetrick, Eli Calkins, BF O’Donnell, 2018, Human Brain Mapping, 40(1), 252-261

39*. Altered amygdala resting-state functional connectivity and hemispheric asymmetry in patients with social anxiety disorder, Ye-Ha Jung, Jung Eun Shin, Yoonji Lee, Joon Hwan Jang, Hang Joon Jo*, Soo-Hee Choi*, 2018, Frontiers in Psychiatry, 9, 164

Correlations between symptom severity and rs-FCN strength of brain regions showing between-group differences in the functional connectivity with the left and right amygdala and hemispheric asymmetry in patients with social anxiety disorder.

38*. The relationship between dopamine neurotransmitter dynamics and the blood-oxygen-level-dependent (BOLD) signal: A review of pharmacological functional magnetic resonance imaging, Tyler J Bruinsma1, Vidur V Sarma, Yoonbae Oh, Dong Pyo Jang, Su-Youne Chang, Greg A Worrell, Val J Lowe, Hang Joon Jo*, Hoon-Ki Min*, 2018, Frontiers in Neuroscience, 12, 238

Examples of new multi-modal study designs and concepts in large animal (swine) brain.

37. Cortical inhibitory markers of lifetime suicidal behavior in depressed adolescents, Charles P Lewis, Paul A Nakonezny, Caren J Blacker, Jennifer L Vande Voort, John D Port, Gregory A Worrell, Hang Joon Jo, Zafiris J Daskalakis, Paul E Croarkin, 2018, Neuropsychopharmacology, 43, 1822-1831

36*. A pilot study of GABAB correlates with resting-state functional connectivity in five depressed female adolescents, Irena Balzekas1, Charles P Lewis, Julia Shekunov, John D Port, Gregory A Worrell, Hang Joon Jo*, Paul E Croarkin, 2018, Psychiatry Research: Neuroimaging, 279, 60-63

Significant correlations and anti-correlations between functional connectivity features and measures of cortical inhibition (LICIs and CSP)..

35*. Global network modulation during thalamic stimulation for Tourette syndrome, Hang Joon Jo1, Kevin W McCairn, William S Gibson, Paola Testini, Cong Zhi Zhao, Krzysztof R Gorny, Joel P Felmlee, Kirk M Welker, Charles D Blaha, Bryan T Klassen, Hoon-Ki Min*, Kendall H Lee*, 2018, NeuroImage: Clinical, 18, 502-509

Neural correlates of tic reduction by thalamic HFS.

34. Multimodal discrimination of schizophrenia using hybrid weighted feature concatenation of brain functional connectivity and anatomical features with an extreme learning machine, Muhammad Naveed Iqbal Qureshi, Jooyoung Oh, Dongrae Cho, Hang Joon Jo, Boreom Lee, 2017, Frontiers in Neuroinformatics, 11, 59

33*. Correction of metal-induced susceptibility artifacts for functional MRI during deep brain stimulation, Myung-Ho In1, Shinho Cho, Yunhong Shu, Hoon-Ki Min, Matt A Bernstein, Oliver Speck, Kendall H Lee, Hang Joon Jo*, 2017, NeuroImage, 158, 26-36

Comparison of group BOLD activation maps from five different variants of the EPI series, forward and reverse EPIs without (NF and NR) and with distortion correction (DF and DR) and the combined EPI for the distortion-corrected EPI pair (DW).

32*. Functional organization of the human posterior cingulate cortex, revealed by multiple connectivity‐based parcellation methods, Jungho Cha1, Hang Joon Jo*, William S Gibson, Jong‐Min Lee, 2017, Human Brain Mapping, 38(6), 2808-2818

Brain regions showing significant functional connectivity of four subregions in the PCC using hierarchical clustering and local functional information.

31. Multi-modal, multi-measure, and multi-class discrimination of ADHD with hierarchical feature extraction and extreme learning machine using structural and functional brain MRI, Muhammad Naveed Iqbal Qureshi, Jooyoung Oh, Beomjun Min, Hang Joon Jo, Boreom Lee, 2017, Frontiers in Human Neuroscience, 11, 157

30. Functional circuitry effect of ventral tegmental area deep brain stimulation: imaging and neurochemical evidence of mesocortical and mesolimbic pathway modulation, Megan L Settell, Paola Testini, Shinho Cho, Jannifer H Lee, Charles D Blaha, Hang Joon Jo, Kendall H Lee, Hoon-Ki Min, 2017, Frontiers in Neuroscience, 11, 104

29*. Functional correlates of the therapeutic and adverse effects evoked by thalamic stimulation for essential tremor, William S Gibson1, Hang Joon Jo1, Paola Testini, Shinho Cho, Joel P Felmlee, Kirk M Welker, Bryan T Klassen, Hoon-Ki Min, Kendall H Lee*, 2016, Brain, 139(8), 2198-2210

Subregions of sensorimotor cortex associated with the presence of DBS-evoked paraesthesia.

28. Dopamine release in the nonhuman primate caudate and putamen depends upon site of stimulation in the subthalamic nucleus, Hoon-Ki Min, Erika K Ross, Hang Joon Jo, Shinho Cho, Megan L Settell, Ju Ho Jeong, Penelope S Duffy, Su-Youne Chang, Kevin E Bennet, Charles D Blaha, Kendall H Lee, 2016, Journal of Neuroscience, 36(22), 6022-6029

27. Diminished quality of life and increased brain functional connectivity in patients with hypothyroidism after total thyroidectomy, Yong-Wook Shin, Yun Mi Choi, Ho Sung Kim, Dae-Jin Kim, Hang Joon Jo, Brian F O’Donnell, Eun Kyung Jang, Tae Yong Kim, Young Kee Shong, Jin Pyo Hong, Won Bae Kim, 2016, Thyroid, 26(5), 641-649

26. Multiclass classification for the differential diagnosis on the ADHD subtypes using recursive feature elimination and hierarchical extreme learning machine: structural MRI study, Muhammad Naveed Iqbal Qureshi, Beomjun Min, Hang Joon Jo, Boreom Lee, 2016, PloS one, 11(8), e0160697

25. The neural basis of a deficit in abstract thinking in patients with schizophrenia, Jooyoung Oh, Ji-Won Chun, Hang Joon Jo, Eunseong Kim, Hae-Jeong Park, Boreom Lee, Jae-Jin Kim, 2015, Psychiatry Research: Neuroimaging, 234(1), 66-73

24. Assessment of functional characteristics of amnestic mild cognitive impairment and Alzheimer’s disease using various methods of resting-state FMRI analysis, Jungho Cha, Jung-Min Hwang, Hang Joon Jo, Sang Won Seo, Duk L Na, Jong-Min Lee, 2015, BioMed research international, 2015, 907464

23. Longitudinal changes in resting-state brain activity in a capsular infarct model, Donghyeon Kim, Ra Gyung Kim, Hyung-Sun Kim, Jin-Myung Kim, Sung Chan Jun, Boreom Lee, Hang Joon Jo, Pedro R Neto, Min-Cheol Lee, Hyoung-Ihl Kim, 2015, Journal of Cerebral Blood Flow & Metabolism, 35(1), 11-19

22. Functional interhemispheric asymmetry of resting state brain controlling anatomical asymmetry in schizophrenia, Sung Nyun Kim, Hang Joon Jo, Tae Young Lee, Joon Hwan Jang, Jun Soo Kwon, 2014, Early Intervention in Psychiatry, 8, 112

21. Increased resting-state functional connectivity between the anterior cingulate cortex and the precuneus in panic disorder, Yong-Wook Shin, Mario Dzemidzic, Hang Joon Jo, Zaiyang Long, Carla Medlock, Ulrike Dydak, Andrew W Goddard, 2013, Journal of Affective Disorders, 150(3), 1091-1095

20*. Two distinct forms of functional lateralization in the human brain, Stephen J Gotts1, Hang Joon Jo1,*, Gregory L Wallace, Ziad S Saad, Robert W Cox, Alex Martin, 2013, Proceedings of the National Academy of Sciences, 110(36), 3435-3444

Correlations in resting brain activity are lateralized to the left vs. right hemispheres in a qualitatively distinct manner.

19. Correcting brain-wide correlation differences in resting-state FMRI, Ziad S Saad, Richard C Reynolds, Hang Joon Jo, Stephen J Gotts, Gang Chen, Alex Martin, Robert W Cox, Brain Connectivity, 2013, 3(4), 339-352

18*. Effective preprocessing procedures virtually eliminate distance-dependent motion artifacts in resting state FMRI, Hang Joon Jo1,*, Stephen J Gotts, Richard C Reynolds, Peter A Bandettini, Alex Martin, Robert W Cox, Ziad S Saad, 2013, Journal of Applied Mathematics, 2013, 935154

The effects of motion censoring on correlation bias for different denoising models.

17. Functional alteration patterns of default mode networks: comparisons of normal aging, amnestic mild cognitive impairment and Alzheimer’s disease, Jungho Cha, Hang Joon Jo, Hee Jin Kim, Sang Won Seo, Han‐Soo Kim, Uicheul Yoon, Hyunjin Park, Duk L Na, Jong‐Min Lee, European Journal of Neuroscience, 2013, 37(12), 1916-1924

16. The perils of global signal regression for group comparisons: a case study of Autism Spectrum Disorders, Stephen J Gotts, Ziad S Saad, Hang Joon Jo, Gregory L Wallace, Robert W Cox, Alex Martin, Frontiers in Human Neuroscience, 2013, 7, 356

15. The effect of meditation on brain structure: cortical thickness mapping and diffusion tensor imaging, Do-Hyung Kang, Hang Joon Jo, Wi Hoon Jung, Sun Hyung Kim, Ye-Ha Jung, Chi-Hoon Choi, Ul Soon Lee, Seung Chan An, Joon Hwan Jang, Jun Soo Kwon, Social Cognitive and Affective Neuroscience, 2013, 8(1), 27-33

14*. Quantifying agreement between anatomical and functional interhemispheric correspondences in the resting brain, Hang Joon Jo1,*, Ziad S Saad, Stephen J Gotts, Alex Martin, Robert W Cox, 2012, PloS one, 7(11), e48847

Functional correspondences by seed hemisphere.

13. Regional thinning of cerebral cortical thickness in first‐episode and chronic schizophrenia, June Sic Kim, Chun Kee Chung, Hang Joon Jo, Jong Min Lee, Jun Soo Kwon, 2012, International Journal of Imaging Systems and Technology, 22(1), 73-80

12. Trouble at rest: how correlation patterns and group differences become distorted after global signal regression, Ziad S Saad, Stephen J Gotts, Kevin Murphy, Gang Chen, Hang Joon Jo, Alex Martin, Robert W Cox, 2012, Brain Connectivity, 2(1), 25-32

11*. Mapping sources of correlation in resting state FMRI, with artifact detection and removal, Hang Joon Jo1, Ziad S Saad*, W Kyle Simmons, Lydia A Milbury, Robert W Cox, 2010, NeuroImage, 52(2), 571-582

The connectivity maps of the residual time-series derived from GS, 3GS, 5NBT, ASGS, and ANATICOR.

10. Spatial distribution of deep sulcal landmarks and hemispherical asymmetry on the cortical surface, Kiho Im, Hang Joon Jo, Jean-François Mangin, Alan C Evans, Sun I Kim, Jong-Min Lee, 2010, Cerebral Cortex, 20(3), 602-611

9. Defining functional SMA and pre-SMA subregions in human MFC using resting state fMRI: functional connectivity-based parcellation method, Jae-Hun Kim, Jong-Min Lee, Hang Joon Jo, Sook Hui Kim, Jung Hee Lee, Sung Tae Kim, Sang Won Seo, Robert W Cox, Duk L Na, Sun I Kim, Ziad S Saad, 2010, NeuroImage, 49(3), 2375-2386

8*. Surface-based functional magnetic resonance imaging analysis of partial brain echo planar imaging data at 1.5 T, Hang Joon Jo1,*, Jong-Min Lee*, Jae-Hun Kim, Chi-Hoon Choi, Do-Hyung Kang, Jun Soo Kwon, Sun I Kim, 2009, Magnetic Resonance Imaging, 27(5), 691-700

BOLD activation maps derived from volume- and surface-based fMRI analyses.

7. Cortical network dynamics during source memory retrieval: Current density imaging with individual MRI, Young Youn Kim, Ah Young Roh, Yoon Namgoong, Hang Joon Jo, Jong‐Min Lee, Jun Soo Kwon, 2009, Human Brain Mapping, 30(1), 78-91

6*. Artificial shifting of fMRI activation localized by volume-and surface-based analyses, Hang Joon Jo1, Jong-Min Lee*, Jae-Hun Kim, Chi-Hoon Choi, Bon-Mi Gu, Do-Hyung Kang, Jeonghun Ku, Jun Soo Kwon, Sun I Kim, 2008, NeuroImage, 40(3), 1077-1089

Activation maps detected by volume and surface-based fMRI analysis

5. Taq1A polymorphism in the dopamine D2 receptor gene predicts brain metabolic response to aripiprazole in healthy male volunteers, Euitae Kim, Jun Soo Kwon, Yong-Wook Shin, Jae Sung Lee, Won Jun Kang, Hang Joon Jo, Jong-Min Lee, Kyung-Sang Yu, Do-Hyung Kang, Joo-Youn Cho, In-Jin Jang, Sang-Goo Shin, 2008, Pharmacogenetics and Genomics, 18(2), 91-97

4. Neural correlates of cognitive inflexibility during task-switching in obsessive-compulsive disorder, Bon-Mi Gu, Ji-Young Park, Do-Hyung Kang, Seung Jae Lee, So Young Yoo, Hang Joon Jo, Chi-Hoon Choi, Jong-Min Lee, Jun Soo Kwon, 2008, Brain, 131(1), 155-164

3*. Spatial accuracy of fMRI activation influenced by volume-and surface-based spatial smoothing techniques, Hang Joon Jo1, Jong-Min Lee*, Jae-Hun Kim, Yong-Wook Shin, In-Young Kim, Jun Soo Kwon, Sun I Kim, 2007, NeuroImage, 34(2), 550-564

Activation and its probability distribution detected by volume- and surface-based methods.

2. Development of virtual environment for treating acrophobia, Jeonghun Ku, Dongpyo Jang, Minbo Shin, Hang Joon Jo, Heebum Ahn, Jaemin Lee, Baekhwan Cho, Sun I Kim, 2001, Studies in Health Technology and Informatics, 81, 250-252

1*. Development of virtual reality system for the treatment of fears of public speaking, Hang Joon Jo1, Jeonghun Ku, Dongpyo Jang, Minbo Shin, Heebum Ahn, Jaemin Lee, Baekhwan Cho, Sun I Kim*, Studies in health technology and informatics, 2001, 81, 209-211

Model- and movie-based virtual environments for treating anthropophobia.

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