Baseline structural and functional magnetic resonance imaging predicts early treatment response in schizophrenia with radiomics strategy

Evidence-based guidelines on the therapeutic use of repetitive transcranial magnetic stimulation (rTMS): An update (2014–2018)

(2020) Jean-Pascal Lefaucheur et al.   CLINICAL NEUROPHYSIOLOGY

Towards a brain‐based predictome of mental illness

(2020) Barnaly Rashid et al.   HUMAN BRAIN MAPPING

Neuroanatomical Features That Predict Response to Electroconvulsive Therapy Combined With Antipsychotics in Schizophrenia: A Magnetic Resonance Imaging Study Using Radiomics Strategy

(2020) Yi-Bin Xi et al.   Frontiers in Psychiatry

Prediction of early response to overall treatment for schizophrenia: A functional magnetic resonance imaging study

(2019) Long-Biao Cui et al.   Brain and Behavior

No associations between medial temporal lobe volumes and verbal learning/memory in emerging psychosis

(2019) Laura Egloff et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Connectome-Based Patterns of First-Episode Medication-Naïve Patients With Schizophrenia

(2019) Long-Biao Cui et al.   SCHIZOPHRENIA BULLETIN

Long‐term effectiveness of oral second‐generation antipsychotics in patients with schizophrenia and related disorders: a systematic review and meta‐analysis of direct head‐to‐head comparisons

(2019) Taishiro Kishimoto et al.   World Psychiatry

Comparative efficacy and tolerability of 32 oral antipsychotics for the acute treatment of adults with multi-episode schizophrenia: a systematic review and network meta-analysis

(2019) Maximilian Huhn et al.   LANCET

Cardiopulmonary Comorbidity, Radiomics and Machine Learning, and Therapeutic Regimens for a Cerebral fMRI Predictor Study in Psychotic Disorders

(2019) Xiao-Hui Wang et al.   Neuroscience Bulletin

Using machine learning to explain the heterogeneity of schizophrenia. Realizing the promise and avoiding the hype

(2019) Neeraj Tandon et al.   SCHIZOPHRENIA RESEARCH

Schizophrenia

(2019) Stephen R. Marder et al.   NEW ENGLAND JOURNAL OF MEDICINE

Predicting response to electroconvulsive therapy combined with antipsychotics in schizophrenia using multi-parametric magnetic resonance imaging

(2019) Jie Gong et al.   SCHIZOPHRENIA RESEARCH

Cortical Brain Abnormalities in 4474 Individuals With Schizophrenia and 5098 Control Subjects via the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) Consortium

(2018) Theo G.M. van Erp et al.   BIOLOGICAL PSYCHIATRY

Treatment response prediction and individualized identification of first-episode drug-naïve schizophrenia using brain functional connectivity

(2018) Bo Cao et al.   MOLECULAR PSYCHIATRY

Psychotic Disorders

(2018) Jeffrey A. Lieberman et al.   NEW ENGLAND JOURNAL OF MEDICINE

Cortical structures and their clinical correlates in antipsychotic-naïve schizophrenia patients before and after 6 weeks of dopamine D2/3 receptor antagonist treatment

(2018) Kasper Jessen et al.   PSYCHOLOGICAL MEDICINE

Progressive Reduction in Gray Matter in Patients with Schizophrenia Assessed with MR Imaging by Using Causal Network Analysis

(2018) Yuchao Jiang et al.   RADIOLOGY

Disease Definition for Schizophrenia by Functional Connectivity Using Radiomics Strategy

(2018) Long-Biao Cui et al.   SCHIZOPHRENIA BULLETIN

Will Machine Learning Enable Us to Finally Cut the Gordian Knot of Schizophrenia

(2018) Neeraj Tandon et al.   SCHIZOPHRENIA BULLETIN

Early Intervention Service for Young People With Psychosis

(2018) Nikolai Albert et al.   JAMA Psychiatry

Comparison of Early Intervention Services vs Treatment as Usual for Early-Phase Psychosis

(2018) Christoph U. Correll et al.   JAMA Psychiatry

Baseline brain structural and functional predictors of clinical outcome in the early course of schizophrenia

(2018) Gaelle E. Doucet et al.   MOLECULAR PSYCHIATRY

Machine learning in neuroimaging: Progress and challenges

(2018) Christos Davatzikos   NEUROIMAGE

Mapping Symptoms to Brain Networks with the Human Connectome

(2018) Michael D. Fox   NEW ENGLAND JOURNAL OF MEDICINE

How well do patients with a first episode of schizophrenia respond to antipsychotics: A systematic review and meta-analysis

(2017) Yikang Zhu et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

Duration and Relevance of Untreated Psychiatric Disorders, 1: Psychotic Disorders

(2017) Jose M. Rubio et al.   JOURNAL OF CLINICAL PSYCHIATRY

Early brain development in infants at high risk for autism spectrum disorder

(2017) Heather Cody Hazlett et al.   NATURE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Radiomics: the bridge between medical imaging and personalized medicine

(2017) Philippe Lambin et al.   Nature Reviews Clinical Oncology

Leveraging Clinical Imaging Archives for Radiomics: Reliability of Automated Methods for Brain Volume Measurement

(2017) Viraj R. Adduru et al.   RADIOLOGY

Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis

(2017) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Aberrant perfusion and its connectivity within default mode network of first-episode drug-naïve schizophrenia patients and their unaffected first-degree relatives

(2017) Long-Biao Cui et al.   Scientific Reports

Baseline Striatal Functional Connectivity as a Predictor of Response to Antipsychotic Drug Treatment

(2016) Deepak K. Sarpal et al.   AMERICAN JOURNAL OF PSYCHIATRY

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Dose Equivalents for Antipsychotic Drugs: The DDD Method: Table 1.

(2016) Stefan Leucht et al.   SCHIZOPHRENIA BULLETIN

Putamen-related regional and network functional deficits in first-episode schizophrenia with auditory verbal hallucinations

(2016) Long-Biao Cui et al.   SCHIZOPHRENIA RESEARCH

Early Improvement As a Predictor of Later Response to Antipsychotics in Schizophrenia: A Diagnostic Test Review

(2015) Myrto T. Samara et al.   AMERICAN JOURNAL OF PSYCHIATRY

Decreased bilateral thalamic gray matter volume in first-episode schizophrenia with prominent hallucinatory symptoms: A volumetric MRI study

(2015) Peng Huang et al.   Scientific Reports

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

(2014) Hugo J. W. L. Aerts et al.   Nature Communications

Comparative efficacy and tolerability of 15 antipsychotic drugs in schizophrenia: a multiple-treatments meta-analysis

(2013) Stefan Leucht et al.   LANCET

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

Neural markers of negative symptom outcomes in distributed working memory brain activity of antipsychotic-naive schizophrenia patients

(2012) Ayna B. Nejad et al.   INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY

Radiomics: the process and the challenges

(2012) Virendra Kumar et al.   MAGNETIC RESONANCE IMAGING

Should the PANSS Be Rescaled?

(2009) M. Obermeier et al.   SCHIZOPHRENIA BULLETIN