Evidence map›Paper›PMID 39050971›Full record

ArticleIEEE open journal of engineering in medicine and biology2024

PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection.

Narongrid Seesawad, Piyalitt Ittichaiwong, Thapanun Sudhawiyangkul, Phattarapong Sawangjai, Peti Thuwajit, Paisarn Boonsakan, Supasan Sripodok, Kanyakorn Veerakanjana, Komgrid Charngkaew, Ananya Pongpaibul and 5 more

Abstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Narongrid SeesawadBio-inspired Robotics and Neural Engineering (BRAIN) Lab, School of Information Science and Technology (IST)Vidyasirimedhi Institute of Science & Technology (VISTEC) Rayong 21210 Thailand.ORCID https://orcid.org/0009-0002-9426-7218
Piyalitt IttichaiwongSiriraj Informatics and Data Innovation Center, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.ORCID https://orcid.org/0000-0002-4950-7764
Thapanun SudhawiyangkulBio-inspired Robotics and Neural Engineering (BRAIN) Lab, School of Information Science and Technology (IST)Vidyasirimedhi Institute of Science & Technology (VISTEC) Rayong 21210 Thailand.ORCID https://orcid.org/0000-0003-2486-9280
Phattarapong SawangjaiBio-inspired Robotics and Neural Engineering (BRAIN) Lab, School of Information Science and Technology (IST)Vidyasirimedhi Institute of Science & Technology (VISTEC) Rayong 21210 Thailand.
Peti ThuwajitDepartment of Immunology, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.ORCID https://orcid.org/0000-0003-0798-1510
Paisarn BoonsakanDepartment of Pathology, Faculty of Medicine Ramathibodi HospitalMahidol University Bangkok 10400 Thailand.ORCID https://orcid.org/0000-0002-7199-7106
Supasan SripodokDepartment of Pathology, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.ORCID https://orcid.org/0009-0008-3239-2674
Kanyakorn VeerakanjanaSiriraj Informatics and Data Innovation Center, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.
Komgrid CharngkaewDepartment of Pathology, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.
Ananya PongpaibulDepartment of Pathology, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.ORCID https://orcid.org/0000-0002-1950-0385
Napat AngkathunyakulDepartment of Pathology, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.
Narit HnoohomDepartment of Computer Engineering, Faculty of EngineeringMahidol University Nakhon Pathom 73170 Thailand.ORCID https://orcid.org/0000-0003-3714-8482
Sumeth YuenyongDepartment of Computer Engineering, Faculty of EngineeringMahidol University Nakhon Pathom 73170 Thailand.
Chanitra ThuwajitDepartment of Immunology, Faculty of Medicine Siriraj HospitalMahidol University Bangkok 10700 Thailand.ORCID https://orcid.org/0000-0002-4950-7764
Theerawit WilaiprasitpornBio-inspired Robotics and Neural Engineering (BRAIN) Lab, School of Information Science and Technology (IST)Vidyasirimedhi Institute of Science & Technology (VISTEC) Rayong 21210 Thailand.ORCID https://orcid.org/0000-0002-4950-7764

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Centroblast cell detectiondeep convolutional neural networkfollicular lymphomahard negative miningmorphological features

Identifiers

PMID39050971
PMCPMC11268940

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.