Prism Geo · Australia · Victoria · Melbourne · What research is done in Melbourne?
Research · Melbourne
What research is done in Melbourne?
Papers authored at Melbourne's institutions — Monash University, The University of Melbourne, La Trobe University — with the Prism stance layer.
Summary
Research production is a defining institutional strength. In this partial view, local institutions produced 37871 papers; Monash accounts for 12966 and The University of Melbourne 10533. Children’s health, mental health, women’s health and machine learning stand out as opportunity areas.
WATCH Watch whether promising health and machine-learning work translates into stronger institutions and companies.
What the papers — written in the city and about it — point to, split by the Prism stance layer: work that reads promising versus work that flags problems or urges caution.
Healthcare · 109Women's Health · 104Children's Health · 100Mental Health · 98COVID-19 · 96Climate Change · 91Research · 66Men's Health · 45Artificial Intelligence · 43Education · 38Public Health · 35Pregnancy · 29
Problems flagged
Healthcare · 330Mental Health · 247Women's Health · 244Children's Health · 213Research · 202COVID-19 · 174Education · 134Climate Change · 126Public Health · 106Artificial Intelligence · 79Sustainability · 75Patients' Health · 65
Top research topics
Genomics and Phylogenetic Studies · 423Species Distribution and Climate Change · 369Galaxies: Formation, Evolution, Phenomena · 353Astronomy and Astrophysical Research · 352Health disparities and outcomes · 295Functional Brain Connectivity Studies · 291Health Systems, Economic Evaluations, Quality of Life · 280Dementia and Cognitive Impairment Research · 272Child and Adolescent Psychosocial and Emotional Development · 267Stellar, planetary, and galactic studies · 239Stroke Rehabilitation and Recovery · 221Obesity, Physical Activity, Diet · 221
Most-cited work
Paper
Year
Cited
Orientation
Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the…
2018
10823
Problem Identifying
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
2020
5186
Promising
Cardiovascular and Renal Outcomes with Empagliflozin in Heart Failure
2020
4820
Descriptive
Pathophysiology, Transmission, Diagnosis, and Treatment of Coronavirus Disease 2019 (COVID-19)
2020
4760
Problem Identifying
2020 International Society of Hypertension Global Hypertension Practice Guidelines
2020
3972
Problem Identifying
Tisagenlecleucel in Adult Relapsed or Refractory Diffuse Large B-Cell Lymphoma
2018
3936
Promising
Clinical Practice Guidelines for the Prevention and Management of Pain, Agitation/Sedation, Delirium…
2018
3709
Problem Identifying
Gravitational Waves and Gamma-Rays from a Binary Neutron Star Merger: GW170817 and GRB 170817A
2017
3390
Breakthrough
Restormer: Efficient Transformer for High-Resolution Image Restoration
2022
3218
Breakthrough
Detection and localization of surgically resectable cancers with a multi-analyte blood test
2018
2723
Breakthrough
PRISMA-S: an extension to the PRISMA Statement for Reporting Literature Searches in Systematic Reviews
2021
2628
Descriptive
Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock 2021
2021
2612
Cautionary
Rivaroxaban with or without Aspirin in Stable Cardiovascular Disease
2017
2370
Critical
Federated Learning With Differential Privacy: Algorithms and Performance Analysis
2020
2105
Breakthrough
The Burden of Primary Liver Cancer and Underlying Etiologies From 1990 to 2015 at the Global, Regional, and…
2017
1991
Descriptive
figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers