UAV-based individual Chinese cabbage weight prediction using multi-temporal data.

The use of unmanned aerial vehicles (UAVs) has facilitated crop canopy monitoring, enabling yield prediction by integrating regression models. However, the application of UAV-based data to individual-level harvest weight prediction is limited by the effectiveness of obtaining individual features. In this study, we propose a method that automatically detects and extracts multitemporal individual plant features derived from UAV-based data to predict harvest weight. We acquired data from an experimental field sown with 1196 Chinese cabbage plants, using two cameras (RGB and multi-spectral) mounted on UAVs. First, we used three RGB orthomosaic images and an object detection algorithm to detect more than 95% of the individual plants. Next, we used feature selection methods and five different multi-temporal resolutions to predict individual plant weights, achieving a coefficient of determination (R2) of 0.86 and a root mean square error (RMSE) of 436 g/plant. Furthermore, we achieved predictions with an R2 greater than 0.72 and an RMSE less than 560 g/plant up to 53 days prior to harvest. These results demonstrate the feasibility of accurately predicting individual Chinese cabbage harvest weight using UAV-based data and the efficacy of utilizing multi-temporal features to predict plant weight more than one month prior to harvest.

Relationship Between the Onset of Ménière's Disease and Sympathetic Hyperactivity.

Objective: The pathogenesis of Ménière's disease is still largely unknown; however, it is known to be strongly associated with stress. Excessive stress can cause hyperactivity of the sympathetic autonomic nervous system. With the aim of understanding changes in sympathetic hyperactivity before and after Ménière's disease, we compared autonomic nervous function in patients in a stable phase of Ménière's disease and that in healthy adults. We also gathered data over about 10 years on autonomic nervous function immediately before a Ménière's attack. Study Design: Prospective study. Patients: Autonomic nervous function was analyzed in 129 patients in a stable phase of Ménière's disease 31 healthy adult volunteers. In nine patients, autonomic nervous function was also measured immediately before and after treatment of a vertigo attack. Main Outcome Measure: Power spectrum analysis of heart rate variability (HRV) of EEG/ECG and an infrared electronic pupillometer were used. Sympathetic and parasympathetic nervous function was measured. Results: There were no statistically significant differences in autonomic nervous function determined by HRV and electronic pupillometry between patients in a stable phase of Ménière's disease and healthy adults. Sympathetic function as measured by electronic pupillometry parameters VD and T5 showed no difference between the affected and unaffected sides in the baseline data measured in the stable phase (VD: affected side is 31.02 ± 6.16 mm/sec, unaffected side is 29.25 ± 5.73 mm/sec; T5: affected side is 3.37 ± 0.43 msec, unaffected side is 3.25 ± 0.39 msec). In contrast, all nine patients whose HRV data had been obtained just before an attack showed marked suppression of the parasympathetic nervous system and activation of the sympathetic nervous system. Electronic pupillometry also revealed an overactivation of the sympathetic nervous system on the affected side, just before the attacks. Analysis of sequential changes after the onset of an attack revealed that overactivation on the affected side was reduced after treatment, and no difference between affected and unaffected sides was observed 3 days after treatment. Conclusion: Detailed analysis of autonomic nervous function showed that immediately before an attack of Ménière's disease, the sympathetic nervous system on the affected side was strongly overactivated.

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods.

The Global Wheat Head Detection (GWHD) dataset was created in 2020 and has assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various acquisition platforms and 7 countries/institutions. With an associated competition hosted in Kaggle, GWHD_2020 has successfully attracted attention from both the computer vision and agricultural science communities. From this first experience, a few avenues for improvements have been identified regarding data size, head diversity, and label reliability. To address these issues, the 2020 dataset has been reexamined, relabeled, and complemented by adding 1722 images from 5 additional countries, allowing for 81,553 additional wheat heads. We now release in 2021 a new version of the Global Wheat Head Detection dataset, which is bigger, more diverse, and less noisy than the GWHD_2020 version.

Wax-Assisted One-Step Enzyme-Linked Immunosorbent Assay on Lateral Flow Test Devices.

Lateral flow tests (LFTs) are widely used analytical tools characterized by portability, operator simplicity and short analysis times. A remaining challenge is their limited analytical sensitivity, which in classical immunoassay formats is overcome by enzyme-linked immunosorbent assay (ELISA) formats. The implementation of ELISA to an LFT format however, is hampered by the complexity of the procedure requiring the enzyme substrate addition after sample addition. In this work, a simple method for automation of this procedure without user interference is presented. Originally used sample pads of LFTs have been replaced by hydrophobic wax-modified filter paper-based sample pads to realize a delayed flow a pre-deposited colorimetric ELISA substrate without other alterations to the classical lateral-flow immunoassay format. The performance of the system has been characterized by visualizing flow behavior and final proof-of-concept is provided by a model mouse IgG assay, achieving a limit of detection of 15.8 ng mL-1 from just a single application of the sample solution.

Scarless surgery for a huge liver cyst: A case report.

INTRODUCTION: Symptomatic or complicated liver cysts sometimes require surgical intervention and laparoscopic fenestration is the definitive treatment for these cysts. We performed minimally invasive surgery, hybrid natural orifice transluminal endoscopic surgery (NOTES) without scarring, for a huge liver cyst. PRESENTATION OF CASE: An 82-year-old female presented with a month-long history of right upper abdominal pain. We diagnosed her condition as a huge liver cyst by morphological studies. She denied any history of abdominal trauma. Her serum CEA and CA19-9 were normal and a serum echinococcus serologic test was negative. Laparoscopic fenestration, using a hybrid NOTES procedure via a transvaginal approach, was performed for a huge liver cyst because we anticipated difficulty with an umbilical approach, such as single incision laparoscopic surgery (SILS). Her post-operative course was uneventful and she was discharged from our hospital three days after surgery. Pain killers were not required during and after hospitalization. No recurrence of the liver cyst or bulging was detected by clinical examination two years later. DISCUSSION: A recent trend of laparoscopic procedure has been towards minimizing the number of incisions to achieve less invasiveness. This hybrid NOTES, with a small incision for abdominal access, along with vaginal access, enabled painless operation for a huge liver cyst. CONCLUSION: We report a huge liver cyst treated by hybrid NOTES. This approach is safe, less invasive, and may be the first choice for a huge liver cyst.

Gallbladder adenocarcinoma with human chorionic gonadotropin: a case report and review of literature.

BACKGROUND: The case of adenocarcinoma with human chorionic gonadtropin (HCG), primary in the male gallbladder, is extremely rare. A Medline search has shown only a few similar cases reported. METHODS: We herein describe a case of primary gallbladder adenocarcinoma associated by ectopic HCG positive tumor cells in a 79-year-old male. RESULTS: Pathological examination showed a mixture of moderately and poorly differentiated adenocarcinoma with ectopic HCG and placental alkaline phosphatase (PlAP) in tumor cells, though the increase of serum or urinary HCG secretion was not confirmed. The literatures were also reviewed. CONCLUSIONS: A case of gallbladder cancer with ectopic HCG production is quite rare in the literature, though many similar cases in other site, especially in GI tract, are reported. Embryological consideration suggests the increased frequency of similar cases more than being thought now.

[Cardiac metastasis by hypopharyngeal carcinoma. Case report].

The patient was a 63-year-old Japanese male who came to the hospital with a chief complaint of a sore throat. Hypopharyngeal carcinoma (T4N2bM0, stage IVA) was diagnosed, and at the strong request of the patient he was treated by chemoradiotherapy. The tumor markedly decreased in size, but atrial fibrillation was detected when an ECG was performed in preparation for planned a scheduled re-biopsy of the hypopharynx. The echocardiography findings and result of a myocardial biopsy led to a diagnosis of cardiac metastasis by the hypopharyngeal carcinoma. Metastasis by head and neck malignancies is rare, and it is extremely rare for a confirmed diagnosis to be made while the patient is still alive. The case is described together with some discussion of the published literature.

Hepatocellular carcinoma with metastasis to the pharynx: report of a case.

Hepatocellular carcinoma (HCC) is rarely metastasized to the pharyngeal region. We report the case of a 59-year-old man admitted to our hospital with a complaint of hematemesis. An endoscopic examination revealed a tumor located in the left piriform sinus. Histological examination showed metastasis from HCC. Subsequent abdominal examinations demonstrated mild liver cirrhosis due to chronic HCV infection and primary nodules in the lateral segment of the liver. The pharyngeal tumor was completely removed by endoscopic polypectomy after radical hepatectomy for HCC. The patient died of recurrence of HCC 8 months after the first admission. With the presentation of this case, we review the literature reported so far.

Surgical case of isolated pulmonary Takayasu's arteritis.

Involvement of the pulmonary arteries is common in systemic Takayasu's arteritis, but pulmonary arteritis alone is very rare. A 67-year-old woman had severe right pulmonary artery stenosis and left pulmonary arterial obstruction caused by Takayasu's arteritis. Surgical treatment was successfully performed with extracorporeal circulation, without transection of the ascending aorta and the right pulmonary artery was enlarged with an autologous pericardial patch.

Using fascia lata to treat infective aortic false aneurysm.

In patients with infective aortic false aneurysms, repair using artificial materials is in danger of becoming an additional focus for infection. We used harvested autologous fascia lata as a vascular patch in such operations on 2 patients with infected mediastinal false aneurysm after coronary artery bypass surgery. These patients have not had any recurrences of mediastinitis and false aneurysm for 4 to 6 years after the operations.

Role of follicular dendritic cells in the early HIV-1 infection: in vitro model without specific antibody.

About 90% of HIV-1 RNA in the lymph nodes is reported to localize in follicular dendritic cellsnetwork (FDC-NW) as early as several days after infection and as much as that in the late stage. But the mechanism remains to be fully understood. To elucidate the role of follicular dendritic cells (FDC) in the early stage of HIV-1 infection, FDC-like cell strains (FDCLC) were established and they were characterized in the co-culture system with T cells for their effect on HIV-1 trapping and replication in p24 immunoassay, immunohistochemistry as well as confocal and electronmicroscopy. Established FDCLC were positive for CNA-42, S-100alpha and intercellular desmosome-like junctions. L-SIGN and DC-SIGN were also detected in FDCLC. Alu-HIV-1 PCR analysis showed no HIV-1 integration in FDCLC. FDCLC trapped HIV-1 and transferred them to uninfected MOLT-4 T cells (MOLT-4) efficiently in the absence of specific antibody. FDCLC also accelerated HIV-1 replication in HIV-1-pre-exposed MOLT-4. These unique FDCLC effects were explained, at least partly, by the fact that FDCLC up-regulated CD4 expression in MOLT-4 and helped T cells escape from apoptosis in the co-culture. These data suggest that FDC/FDCLC engage not only in trapping but also in active expansion of HIV-1 in the absence of specific antibody.

[Studies of time-course changes in human body balance after ingestion of long-acting hypnotics].

Falling accidents are a serious nocosomial problem, with balance disorders after the ingestion of hypnotics said to be a cause. Based on the results of animal studies, it was postulated that this problem involves the muscle relaxation that is a pharmacological effect of benzodiazepines (BZP). No reports have, to our knowledge, been made of time-course changes in human body balance after ingestion of hypnotics. Accordingly, we used quazepam (Doral), a long-acting hypnotic considered to show comparatively weak muscle relaxation, to study static balance after drug ingestion in human volunteers. Briefly, informed consent was obtained from 8 healthy adults, then a gait analytic system (Gangas) was used to test static balance after drug ingestion (Mann and Romberg tests). We also measured circulating drug concentration over time. Our results showed that balance disorders occurred after quazepam ingestion with an unstable posture particularly striking. Given the function of quazepam receptors, it is difficult to surmise that balance disorders after drug ingestion were due to the drug's muscle relaxation. We surmised that inhibition from the central nervous system in connection with nerves awakening was involved. We found a strong correlation between the manifestation of balance disorders after drug ingestion and circulating drug concentration.

Thrombospondin-1 expression as a prognostic predictor of pancreatic ductal carcinoma.

Pancreatic cancer is a malignant tumor with an extremely poor prognosis. Thrombospondin-1 (TSP-1) was suggested to be a potential regulator of tumor growth and metastasis. We examined TSP-1 expression in 77 cases of invasive ductal adenocarcinoma of the pancreas, and analyzed the correlation between the TSP-1 expression pattern and clinicopathological features in pancreatic cancer. TSP-1 immunoreactivity was detected in the cancer stroma. The diffusely positive and focally positive patterns of TSP-1 were found in 33 (42.9%) and 40 (51.9%) of 77 cases, respectively. The TSP-1 diffuse expression was significantly correlated with lymph node metastasis (p<0.01), neural invasion (p<0.05) and TNM stage (p<0.01). The prognostic significance of clinicopathological parameters were analyzed by univariate and multivariate analysis using the log-rank test and the Cox proportional hazards model. Based on the univariate analysis, histological differentiation (p<0.01), lymphatic invasion (p<0.01), venous invasion (p<0.05), neural invasion (p<0.01), TNM stage (p<0.01) and TSP-1 expression (p<0.01) were significant parameters. These observations suggested that TSP-1 plays important roles in cancer cell growth and metastasis of human pancreatic cancer, and that stromal TSP-1 immunoreactivity is a good prognostic predictor of patients with pancreatic cancer.