Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study
Panda, Rohan, Kalmady, Sunil Vasu, Greiner, Russell
Published in Frontiers in neuroinformatics (20.04.2022)
Published in Frontiers in neuroinformatics (20.04.2022)
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Journal Article
Learning the structure-activity relationship (SAR) of the Wittig reaction from genetically-encoded substrates
Yan, Kejia, Triana, Vivian, Kalmady, Sunil Vasu, Aku-Dominguez, Kwami, Memon, Sharyar, Brown, Alex, Greiner, Russell, Derda, Ratmir
Published in Chemical science (Cambridge) (03.11.2021)
Published in Chemical science (Cambridge) (03.11.2021)
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Journal Article
Clinical Correlates of Hippocampus Volume and Shape in Antipsychotic-naïve Schizophrenia
Vasu Kalmady, Sunil, Shivakumar, Venkataram, Arasappa, Rashmi, Subramaniam, Aditi, Gautham, S, Venkatasubramanian, Ganesan, Gangadhar, Bangalore N
Published in Psychiatry research. Neuroimaging (30.05.2017)
Published in Psychiatry research. Neuroimaging (30.05.2017)
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Journal Article
Relationship between Interleukin-6 gene polymorphism and hippocampal volume in antipsychotic-naïve schizophrenia: evidence for differential susceptibility?
Kalmady, Sunil Vasu, Venkatasubramanian, Ganesan, Shivakumar, Venkataram, Gautham, S, Subramaniam, Aditi, Jose, Dania Alphonse, Maitra, Arindam, Ravi, Vasanthapuram, Gangadhar, Bangalore N
Published in PloS one (02.05.2014)
Published in PloS one (02.05.2014)
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Journal Article
Pars Triangularis Volume Asymmetry and Schneiderian First Rank Symptoms in Antipsychotic-naïve Schizophrenia
Shivakumar, Venkataram, Sreeraj, Vanteemar Sathyanarayana, Kalmady, Sunil Vasu, Gangadhar, Bangalore Nanjundaiah, Venkatasubramanian, Ganesan
Published in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology (31.08.2021)
Published in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology (31.08.2021)
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Journal Article
Superior temporal gyrus functional connectivity predicts transcranial direct current stimulation response in Schizophrenia: A machine learning study
Paul, Animesh Kumar, Bose, Anushree, Kalmady, Sunil Vasu, Shivakumar, Venkataram, Sreeraj, Vanteemar S, Parlikar, Rujuta, Narayanaswamy, Janardhanan C, Dursun, Serdar M, Greenshaw, Andrew J, Greiner, Russell, Venkatasubramanian, Ganesan
Published in Frontiers in psychiatry (05.08.2022)
Published in Frontiers in psychiatry (05.08.2022)
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Journal Article
Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms
Sun, Weijie, Kalmady, Sunil Vasu, Sepehrvand, Nariman, Salimi, Amir, Nademi, Yousef, Bainey, Kevin, Ezekowitz, Justin A, Greiner, Russell, Hindle, Abram, McAlister, Finlay A, Sandhu, Roopinder K, Kaul, Padma
Published in NPJ digital medicine (06.02.2023)
Published in NPJ digital medicine (06.02.2023)
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Journal Article
Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level
Kalmady, Sunil Vasu, Salimi, Amir, Sun, Weijie, Sepehrvand, Nariman, Nademi, Yousef, Bainey, Kevin, Ezekowitz, Justin, Hindle, Abram, McAlister, Finlay, Greiner, Russel, Sandhu, Roopinder, Kaul, Padma
Published in NPJ digital medicine (18.05.2024)
Published in NPJ digital medicine (18.05.2024)
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Journal Article
In Silico Model-driven Assessment of the Effects of Brain-derived Neurotrophic Factor Deficiency on Glutamate and Gamma-Aminobutyric Acid: Implications for Understanding Schizophrenia Pathophysiology
Agrawal, Rimjhim, Kalmady, Sunil Vasu, Venkatasubramanian, Ganesan
Published in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology (01.05.2017)
Published in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology (01.05.2017)
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Journal Article
Emotion Processing Deficit in Euthymic Bipolar Disorder: A Potential Endophenotype
Reddy, Preethi V., Anandan, Saravanakumar, Rakesh, Gopalkumar, Shivakumar, Venkatarama, Joseph, Boban, Vasu, Sunil Kalmady, Agarwal, Sri Mahavir, Muralidharan, Kesavan, Venkatasubramanian, Ganesan, Narayanaswamy, Janardhanan C.
Published in Indian journal of psychological medicine (01.03.2022)
Published in Indian journal of psychological medicine (01.03.2022)
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Journal Article
Towards artificial intelligence in mental health by improving schizophrenia prediction with multiple brain parcellation ensemble-learning
Kalmady, Sunil Vasu, Greiner, Russell, Agrawal, Rimjhim, Shivakumar, Venkataram, Narayanaswamy, Janardhanan C, Brown, Matthew R G, Greenshaw, Andrew J, Dursun, Serdar M, Venkatasubramanian, Ganesan
Published in NPJ schizophrenia (18.01.2019)
Published in NPJ schizophrenia (18.01.2019)
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Journal Article
Visual Image-Induced Craving for Ethanol (VICE): Development, Validation, and a Pilot fMRI Study
Holla, Bharath, Viswanath, Biju, Agarwal, Sri Mahavir, Kalmady, Sunil Vasu, Maroky, Ami Sebastian, Jayarajan, Deepak, Bharath, Rose Dawn, Venkatasubramanian, Ganesan, Benegal, Vivek
Published in Indian journal of psychological medicine (01.04.2014)
Published in Indian journal of psychological medicine (01.04.2014)
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Journal Article
Neurohemodynamic Correlates of Washing Symptoms in Obsessive-compulsive Disorder: A Pilot fMRI Study Using Symptom Provocation Paradigm
Agarwal, Sri Mahavir, Jose, Dania, Baruah, Upasana, Shivakumar, Venkataram, Kalmady, Sunil Vasu, Venkatasubramanian, Ganesan, Mataix-Cols, David, Janardhan Reddy, Yemmigannur Chandrashekhar
Published in Indian journal of psychological medicine (01.01.2013)
Published in Indian journal of psychological medicine (01.01.2013)
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Journal Article
Extending schizophrenia diagnostic model to predict schizotypy in first-degree relatives
Kalmady, Sunil Vasu, Paul, Animesh Kumar, Greiner, Russell, Agrawal, Rimjhim, Amaresha, Anekal C, Shivakumar, Venkataram, Narayanaswamy, Janardhanan C, Greenshaw, Andrew J, Dursun, Serdar M, Venkatasubramanian, Ganesan
Published in NPJ schizophrenia (06.11.2020)
Published in NPJ schizophrenia (06.11.2020)
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Journal Article
Diagnostic and Prognostic Electrocardiogram-Based Models for Rapid Clinical Applications
Islam, Md Saiful, Kalmady, Sunil Vasu, Hindle, Abram, Sandhu, Roopinder, Sun, Weijie, Sepehrvand, Nariman, Greiner, Russell, Kaul, Padma
Published in Canadian journal of cardiology (09.07.2024)
Published in Canadian journal of cardiology (09.07.2024)
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Journal Article
Diagnostic and Prognostic Models Based on Electrocardiograms for Rapid Clinical Applications
Islam, Md Saiful, Kalmady, Sunil Vasu, Hindle, Abram, Sandhu, Roopinder, Sun, Weijie, Sepehrvand, Nariman, Greiner, Russel, Kaul, Padma
Published in Canadian journal of cardiology (09.07.2024)
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Published in Canadian journal of cardiology (09.07.2024)
Journal Article
Multilabel 12-Lead Electrocardiogram Classification Using Beat to Sequence Autoencoders
Wong, Alexander William, Salimi, Amir, Hindle, Abram, Kalmady, Sunil Vasu, Kaul, Padma
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
In SilicoModel-driven Assessment of the Effects of Brain-derived Neurotrophic Factor Deficiency on Glutamate and Gamma-Aminobutyric Acid: Implications for Understanding Schizophrenia Pathophysiology
Agrawal, Rimjhim, Kalmady, Sunil Vasu, Venkatasubramanian, Ganesan
Published in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology (31.05.2017)
Published in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology (31.05.2017)
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Journal Article
Development and validation of echocardiography-based machine-learning models to predict mortalityResearch in context
Akshay Valsaraj, Sunil Vasu Kalmady, Vaibhav Sharma, Matthew Frost, Weijie Sun, Nariman Sepehrvand, Marcus Ong, Cyril Equibec, Jason R.B. Dyck, Todd Anderson, Harald Becher, Sarah Weeks, Jasper Tromp, Chung-Lieh Hung, Justin A. Ezekowitz, Padma Kaul
Published in EBioMedicine (01.04.2023)
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Published in EBioMedicine (01.04.2023)
Journal Article