Cristian da Costa Rocha

@munai.com.br

Munai

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Computer Science Applications, Decision Sciences
85

Scholar Citations

4

Scholar h-index

3

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • ARTIFICIAL INTELLIGENCE IN RECOMMENDING ORAL SWITCH OF ANTIMICROBIALS: PRELIMINARY CLINICAL AND ECONOMIC IMPACT ANALYSIS IN A GENERAL HOSPITAL
    FF Falci, HMP Morales, WV Minari, RCM Higa, L Freire, C Rocha
    The Brazilian Journal of Infectious Diseases 30, 104724 , 2026
    2026
  • Enhancing Antimicrobial Treatment Protocols with a Retrieval Augmented Generation Large Language Model: Aiding Diagnosis and Management of Infectious Diseases
    H Morales, C Rocha, LMT Dalmazo, LDA Takara, M Cichelero, B Guerra, ...
    TechRxiv 2025 (0207) , 2025
    2025
  • A machine learning early warning system: multicenter validation in Brazilian hospitals
    JK Ribeiro, HDP dos Santos, F Barletta, MC da Silva, R Vieira, ...
    2020 IEEE 33rd International Symposium on Computer-Based Medical Systems … , 2020
    2020
    Citations: 16
  • Self-supervised surgical tool segmentation using kinematic information
    C da Costa Rocha, N Padoy, B Rosa
    2019 International Conference on Robotics and Automation (ICRA), 8720-8726 , 2019
    2019
    Citations: 52
  • Sepsis risk assessment: a retrospective analysis after a cognitive risk management robot (Robot Laura®) implementation in a clinical-surgical unit
    AJ Kalil, VMCH Dias, CC Rocha, HMP Morales, JL Fressatto, RA Faria
    Research on Biomedical Engineering 34 (4), 310-316 , 2018
    2018
    Citations: 13
  • Ink bleed-through removal of historical manuscripts based on hyperspectral imaging
    C da Costa Rocha, H Deborah, JY Hardeberg
    International Conference on Image and Signal Processing, 473-480 , 2018
    2018
    Citations: 4
  • Manuscripts Based on Hyperspectral Imaging
    C da Costa Rocha, H Deborah, JY Hardeberg
    Image and Signal Processing: 8th International Conference, ICISP 2018 … , 2018
    2018

MOST CITED SCHOLAR PUBLICATIONS

  • Self-supervised surgical tool segmentation using kinematic information
    C da Costa Rocha, N Padoy, B Rosa
    2019 International Conference on Robotics and Automation (ICRA), 8720-8726 , 2019
    2019
    Citations: 52
  • A machine learning early warning system: multicenter validation in Brazilian hospitals
    JK Ribeiro, HDP dos Santos, F Barletta, MC da Silva, R Vieira, ...
    2020 IEEE 33rd International Symposium on Computer-Based Medical Systems … , 2020
    2020
    Citations: 16
  • Sepsis risk assessment: a retrospective analysis after a cognitive risk management robot (Robot Laura®) implementation in a clinical-surgical unit
    AJ Kalil, VMCH Dias, CC Rocha, HMP Morales, JL Fressatto, RA Faria
    Research on Biomedical Engineering 34 (4), 310-316 , 2018
    2018
    Citations: 13
  • Ink bleed-through removal of historical manuscripts based on hyperspectral imaging
    C da Costa Rocha, H Deborah, JY Hardeberg
    International Conference on Image and Signal Processing, 473-480 , 2018
    2018
    Citations: 4
  • ARTIFICIAL INTELLIGENCE IN RECOMMENDING ORAL SWITCH OF ANTIMICROBIALS: PRELIMINARY CLINICAL AND ECONOMIC IMPACT ANALYSIS IN A GENERAL HOSPITAL
    FF Falci, HMP Morales, WV Minari, RCM Higa, L Freire, C Rocha
    The Brazilian Journal of Infectious Diseases 30, 104724 , 2026
    2026
  • Enhancing Antimicrobial Treatment Protocols with a Retrieval Augmented Generation Large Language Model: Aiding Diagnosis and Management of Infectious Diseases
    H Morales, C Rocha, LMT Dalmazo, LDA Takara, M Cichelero, B Guerra, ...
    TechRxiv 2025 (0207) , 2025
    2025
  • Manuscripts Based on Hyperspectral Imaging
    C da Costa Rocha, H Deborah, JY Hardeberg
    Image and Signal Processing: 8th International Conference, ICISP 2018 … , 2018
    2018